Start integrating the onboarding flow with backend 2

frontend/src/components/domain/onboarding/OnboardingWizard.tsx

@@ -46,10 +46,15 @@ export const OnboardingWizard: React.FC<OnboardingWizardProps> = ({
   const currentStep = steps[currentStepIndex];
 
   const updateStepData = useCallback((stepId: string, data: any) => {
-    setStepData(prev => ({
+    console.log(`OnboardingWizard - Updating step '${stepId}' with data:`, data);
+    setStepData(prev => {
+      const newStepData = {
         ...prev,
         [stepId]: { ...prev[stepId], ...data }
-    }));
+      };
+      console.log(`OnboardingWizard - Full step data after update:`, newStepData);
+      return newStepData;
+    });
 
     // Clear validation error for this step
     setValidationErrors(prev => {
@@ -414,7 +419,10 @@ export const OnboardingWizard: React.FC<OnboardingWizardProps> = ({
                 // Pass all step data to allow access to previous steps
                 allStepData: stepData
               }}
-              onDataChange={(data) => updateStepData(currentStep.id, data)}
+              onDataChange={(data) => {
+                console.log(`OnboardingWizard - Step ${currentStep.id} calling onDataChange with:`, data);
+                updateStepData(currentStep.id, data);
+              }}
               onNext={goToNextStep}
               onPrevious={goToPreviousStep}
               isFirstStep={currentStepIndex === 0}

frontend/src/components/domain/onboarding/steps/CompletionStep.tsx

@@ -2,6 +2,9 @@ import React, { useState, useEffect } from 'react';
 import { CheckCircle, Star, Rocket, Gift, Download, Share2, ArrowRight, Calendar } from 'lucide-react';
 import { Button, Card, Badge } from '../../../ui';
 import { OnboardingStepProps } from '../OnboardingWizard';
+import { onboardingApiService } from '../../../../services/api/onboarding.service';
+import { useAuthUser } from '../../../../stores/auth.store';
+import { useAlertActions } from '../../../../stores/alerts.store';
 
 interface CompletionStats {
   totalProducts: number;
@@ -10,6 +13,8 @@ interface CompletionStats {
   mlModelAccuracy: number;
   estimatedTimeSaved: string;
   completionScore: number;
+  salesImported: boolean;
+  salesImportRecords: number;
 }
 
 export const CompletionStep: React.FC<OnboardingStepProps> = ({
@@ -20,8 +25,73 @@ export const CompletionStep: React.FC<OnboardingStepProps> = ({
   isFirstStep,
   isLastStep
 }) => {
+  const user = useAuthUser();
+  const { createAlert } = useAlertActions();
   const [showConfetti, setShowConfetti] = useState(false);
   const [completionStats, setCompletionStats] = useState<CompletionStats | null>(null);
+  const [isImportingSales, setIsImportingSales] = useState(false);
+
+  // Handle final sales import
+  const handleFinalSalesImport = async () => {
+    if (!user?.tenant_id || !data.files?.salesData || !data.inventoryMapping) {
+      createAlert({
+        type: 'error',
+        category: 'system',
+        priority: 'high',
+        title: 'Error en importación final',
+        message: 'Faltan datos necesarios para importar las ventas.',
+        source: 'onboarding'
+      });
+      return;
+    }
+
+    setIsImportingSales(true);
+    try {
+      const result = await onboardingApiService.importSalesWithInventory(
+        user.tenant_id,
+        data.files.salesData,
+        data.inventoryMapping
+      );
+
+      createAlert({
+        type: 'success',
+        category: 'system',
+        priority: 'medium',
+        title: 'Importación completada',
+        message: `Se importaron ${result.successful_imports} registros de ventas exitosamente.`,
+        source: 'onboarding'
+      });
+
+      // Update completion stats
+      const updatedStats = {
+        ...completionStats!,
+        salesImported: true,
+        salesImportRecords: result.successful_imports || 0
+      };
+      setCompletionStats(updatedStats);
+
+      onDataChange({
+        ...data,
+        completionStats: updatedStats,
+        salesImportResult: result,
+        finalImportCompleted: true
+      });
+
+    } catch (error) {
+      console.error('Sales import error:', error);
+      const errorMessage = error instanceof Error ? error.message : 'Error al importar datos de ventas';
+      createAlert({
+        type: 'error',
+        category: 'system',
+        priority: 'high',
+        title: 'Error en importación',
+        message: errorMessage,
+        source: 'onboarding'
+      });
+    } finally {
+      setIsImportingSales(false);
+    }
+  };
 
   useEffect(() => {
     // Show confetti animation
@@ -35,7 +105,9 @@ export const CompletionStep: React.FC<OnboardingStepProps> = ({
       suppliersConfigured: data.suppliers?.length || 0,
       mlModelAccuracy: data.trainingMetrics?.accuracy * 100 || 0,
       estimatedTimeSaved: '15-20 horas',
-      completionScore: calculateCompletionScore()
+      completionScore: calculateCompletionScore(),
+      salesImported: data.finalImportCompleted || false,
+      salesImportRecords: data.salesImportResult?.successful_imports || 0
     };
 
     setCompletionStats(stats);
@@ -48,6 +120,11 @@ export const CompletionStep: React.FC<OnboardingStepProps> = ({
       completedAt: new Date().toISOString()
     });
 
+    // Trigger final sales import if not already done
+    if (!data.finalImportCompleted && data.inventoryMapping && data.files?.salesData) {
+      handleFinalSalesImport();
+    }
+
     return () => clearTimeout(timer);
   }, []);
 
@@ -221,6 +298,10 @@ export const CompletionStep: React.FC<OnboardingStepProps> = ({
               <p className="text-2xl font-bold text-[var(--color-secondary)]">{completionStats.mlModelAccuracy.toFixed(1)}%</p>
               <p className="text-xs text-[var(--text-secondary)]">Precisión IA</p>
             </div>
+            <div className="text-center p-3 bg-[var(--bg-secondary)] rounded-lg">
+              <p className="text-2xl font-bold text-[var(--color-success)]">{completionStats.salesImported ? completionStats.salesImportRecords : '⏳'}</p>
+              <p className="text-xs text-[var(--text-secondary)]">Ventas {completionStats.salesImported ? 'Importadas' : 'Importando...'}</p>
+            </div>
             <div className="text-center p-3 bg-[var(--bg-secondary)] rounded-lg">
               <p className="text-lg font-bold text-[var(--color-warning)]">{completionStats.estimatedTimeSaved}</p>
               <p className="text-xs text-[var(--text-secondary)]">Tiempo Ahorrado</p>

frontend/src/components/domain/onboarding/steps/DataProcessingStep.tsx

@@ -2,6 +2,10 @@ import React, { useState, useRef, useEffect } from 'react';
 import { Upload, Brain, CheckCircle, AlertCircle, Download, FileText, Activity, TrendingUp } from 'lucide-react';
 import { Button, Card, Badge } from '../../../ui';
 import { OnboardingStepProps } from '../OnboardingWizard';
+import { onboardingApiService } from '../../../../services/api/onboarding.service';
+import { useAuthUser, useAuthLoading } from '../../../../stores/auth.store';
+import { useCurrentTenant, useTenantLoading } from '../../../../stores/tenant.store';
+import { useAlertActions } from '../../../../stores/alerts.store';
 
 type ProcessingStage = 'upload' | 'validating' | 'analyzing' | 'completed' | 'error';
 
@@ -26,64 +30,70 @@ interface ProcessingResult {
   recommendations: string[];
 }
 
-// Unified mock service that handles both validation and analysis
+// Real data processing service using backend APIs
-const mockDataProcessingService = {
+const dataProcessingService = {
-  processFile: async (file: File, onProgress: (progress: number, stage: string, message: string) => void) => {
+  processFile: async (
-    return new Promise<ProcessingResult>((resolve, reject) => {
+    file: File, 
-      let progress = 0;
+    tenantId: string,
+    onProgress: (progress: number, stage: string, message: string) => void
+  ) => {
+    try {
+      // Stage 1: Validate file with sales service
+      onProgress(20, 'validating', 'Validando estructura del archivo...');
+      const validationResult = await onboardingApiService.validateOnboardingFile(tenantId, file);
       
-      const stages = [
+      onProgress(40, 'validating', 'Verificando integridad de datos...');
-        { threshold: 20, stage: 'validating', message: 'Validando estructura del archivo...' },
-        { threshold: 40, stage: 'validating', message: 'Verificando integridad de datos...' },
-        { threshold: 60, stage: 'analyzing', message: 'Identificando productos únicos...' },
-        { threshold: 80, stage: 'analyzing', message: 'Analizando patrones de venta...' },
-        { threshold: 90, stage: 'analyzing', message: 'Generando recomendaciones con IA...' },
-        { threshold: 100, stage: 'completed', message: 'Procesamiento completado' }
-      ];
       
-      const interval = setInterval(() => {
+      if (!validationResult.is_valid) {
-        if (progress < 100) {
+        throw new Error('Archivo de datos inválido');
-          progress += 10;
-          const currentStage = stages.find(s => progress <= s.threshold);
-          if (currentStage) {
-            onProgress(progress, currentStage.stage, currentStage.message);
-          }
       }
       
-        if (progress >= 100) {
+      if (!validationResult.product_list || validationResult.product_list.length === 0) {
-          clearInterval(interval);
+        throw new Error('No se encontraron productos en el archivo');
-          // Return combined validation + analysis results
+      }
-          resolve({
+
-            // Validation results
+      // Stage 2: Generate AI suggestions with inventory service
-            is_valid: true,
+      onProgress(60, 'analyzing', 'Identificando productos únicos...');
-            total_records: Math.floor(Math.random() * 1000) + 100,
+      onProgress(80, 'analyzing', 'Analizando patrones de venta...');
-            unique_products: Math.floor(Math.random() * 50) + 10,
+      
-            product_list: ['Pan Integral', 'Croissant', 'Baguette', 'Empanadas', 'Pan de Centeno', 'Medialunas'],
+      console.log('DataProcessingStep - Calling generateInventorySuggestions with:', {
-            validation_errors: [],
+        tenantId,
-            validation_warnings: [
+        fileName: file.name,
-              'Algunas fechas podrían tener formato inconsistente',
+        productList: validationResult.product_list
-              '3 productos sin categoría definida'
-            ],
-            summary: {
-              date_range: '2024-01-01 to 2024-12-31',
-              total_sales: 15420.50,
-              average_daily_sales: 42.25
-            },
-            // Analysis results
-            productsIdentified: 15,
-            categoriesDetected: 4,
-            businessModel: 'artisan',
-            confidenceScore: 94,
-            recommendations: [
-              'Se detectó un modelo de panadería artesanal con producción propia',
-              'Los productos más vendidos son panes tradicionales y bollería',
-              'Recomendamos categorizar el inventario por tipo de producto',
-              'Considera ampliar la línea de productos de repostería'
-            ]
       });
+
+      const suggestionsResult = await onboardingApiService.generateInventorySuggestions(
+        tenantId, 
+        file, 
+        validationResult.product_list
+      );
+
+      console.log('DataProcessingStep - AI suggestions result:', suggestionsResult);
+      
+      onProgress(90, 'analyzing', 'Generando recomendaciones con IA...');
+      onProgress(100, 'completed', 'Procesamiento completado');
+
+      // Combine results
+      const combinedResult = {
+        ...validationResult,
+        productsIdentified: suggestionsResult.total_products || validationResult.unique_products,
+        categoriesDetected: suggestionsResult.suggestions ? 
+          new Set(suggestionsResult.suggestions.map(s => s.category)).size : 4,
+        businessModel: suggestionsResult.business_model_analysis?.model || 'production',
+        confidenceScore: suggestionsResult.high_confidence_count && suggestionsResult.total_products ?
+          Math.round((suggestionsResult.high_confidence_count / suggestionsResult.total_products) * 100) : 85,
+        recommendations: suggestionsResult.business_model_analysis?.recommendations || [],
+        aiSuggestions: suggestionsResult.suggestions || []
+      };
+      
+      console.log('DataProcessingStep - Combined result:', combinedResult);
+      console.log('DataProcessingStep - Combined result aiSuggestions:', combinedResult.aiSuggestions);
+      console.log('DataProcessingStep - Combined result aiSuggestions length:', combinedResult.aiSuggestions?.length);
+      return combinedResult;
+    } catch (error) {
+      console.error('Data processing error:', error);
+      throw error;
     }
-      }, 400);
-    });
   }
 };
 
@@ -95,6 +105,34 @@ export const DataProcessingStep: React.FC<OnboardingStepProps> = ({
   isFirstStep,
   isLastStep
 }) => {
+  const user = useAuthUser();
+  const authLoading = useAuthLoading();
+  const currentTenant = useCurrentTenant();
+  const tenantLoading = useTenantLoading();
+  const { createAlert } = useAlertActions();
+  
+  // Check if we're still loading user or tenant data
+  const isLoadingUserData = authLoading || tenantLoading;
+  
+  // Get tenant ID from multiple sources with fallback
+  const getTenantId = (): string | null => {
+    const tenantId = currentTenant?.id || user?.tenant_id || null;
+    console.log('DataProcessingStep - getTenantId:', {
+      currentTenant: currentTenant?.id,
+      userTenantId: user?.tenant_id,
+      finalTenantId: tenantId,
+      isLoadingUserData,
+      authLoading,
+      tenantLoading,
+      user: user ? { id: user.id, email: user.email } : null
+    });
+    return tenantId;
+  };
+  
+  // Check if tenant data is available (not loading and has ID)
+  const isTenantAvailable = (): boolean => {
+    return !isLoadingUserData && getTenantId() !== null;
+  };
   const [stage, setStage] = useState<ProcessingStage>(data.processingStage || 'upload');
   const [uploadedFile, setUploadedFile] = useState<File | null>(data.files?.salesData || null);
   const [progress, setProgress] = useState(data.processingProgress || 0);
@@ -166,8 +204,41 @@ export const DataProcessingStep: React.FC<OnboardingStepProps> = ({
     setProgress(0);
 
     try {
-      const result = await mockDataProcessingService.processFile(
+      // Wait for user data to load if still loading
+      if (!isTenantAvailable()) {
+        createAlert({
+          type: 'info',
+          category: 'system',
+          priority: 'low',
+          title: 'Cargando datos de usuario',
+          message: 'Por favor espere mientras cargamos su información...',
+          source: 'onboarding'
+        });
+        // Reset file state since we can't process it yet
+        setUploadedFile(null);
+        setStage('upload');
+        return;
+      }
+      
+      const tenantId = getTenantId();
+      if (!tenantId) {
+        console.error('DataProcessingStep - No tenant ID available:', {
+          user,
+          currentTenant,
+          userTenantId: user?.tenant_id,
+          currentTenantId: currentTenant?.id,
+          isLoadingUserData,
+          authLoading,
+          tenantLoading
+        });
+        throw new Error('No se pudo obtener información del tenant. Intente cerrar sesión y volver a iniciar.');
+      }
+      
+      console.log('DataProcessingStep - Starting file processing with tenant:', tenantId);
+
+      const result = await dataProcessingService.processFile(
         file,
+        tenantId,
         (newProgress, newStage, message) => {
           setProgress(newProgress);
           setStage(newStage as ProcessingStage);
@@ -177,14 +248,93 @@ export const DataProcessingStep: React.FC<OnboardingStepProps> = ({
       
       setResults(result);
       setStage('completed');
+      
+      // Store results for next steps
+      onDataChange({
+        ...data,
+        files: { ...data.files, salesData: file },
+        processingResults: result,
+        processingStage: 'completed',
+        processingProgress: 100
+      });
+      
+      console.log('DataProcessingStep - File processing completed:', result);
+      
+      createAlert({
+        type: 'success',
+        category: 'system',
+        priority: 'medium',
+        title: 'Procesamiento completado',
+        message: `Se procesaron ${result.total_records} registros y se identificaron ${result.unique_products} productos únicos.`,
+        source: 'onboarding'
+      });
     } catch (error) {
-      console.error('Processing error:', error);
+      console.error('DataProcessingStep - Processing error:', error);
+      console.error('DataProcessingStep - Error details:', {
+        errorMessage: error instanceof Error ? error.message : 'Unknown error',
+        errorStack: error instanceof Error ? error.stack : null,
+        tenantInfo: {
+          user: user ? { id: user.id, tenant_id: user.tenant_id } : null,
+          currentTenant: currentTenant ? { id: currentTenant.id } : null
+        }
+      });
+      
       setStage('error');
-      setCurrentMessage('Error en el procesamiento de datos');
+      const errorMessage = error instanceof Error ? error.message : 'Error en el procesamiento de datos';
+      setCurrentMessage(errorMessage);
+      
+      createAlert({
+        type: 'error',
+        category: 'system',
+        priority: 'high',
+        title: 'Error en el procesamiento',
+        message: errorMessage,
+        source: 'onboarding'
+      });
     }
   };
 
-  const downloadTemplate = () => {
+  const downloadTemplate = async () => {
+    try {
+      if (!isTenantAvailable()) {
+        createAlert({
+          type: 'info',
+          category: 'system',
+          priority: 'low',
+          title: 'Cargando datos de usuario',
+          message: 'Por favor espere mientras cargamos su información...',
+          source: 'onboarding'
+        });
+        return;
+      }
+      
+      const tenantId = getTenantId();
+      if (!tenantId) {
+        createAlert({
+          type: 'error',
+          category: 'system',
+          priority: 'high',
+          title: 'Error',
+          message: 'No se pudo obtener información del tenant. Intente cerrar sesión y volver a iniciar.',
+          source: 'onboarding'
+        });
+        return;
+      }
+
+      const templateData = await onboardingApiService.getSalesImportTemplate(tenantId, 'csv');
+      onboardingApiService.downloadTemplate(templateData, 'plantilla_ventas.csv', 'csv');
+      
+      createAlert({
+        type: 'success',
+        category: 'system',
+        priority: 'low',
+        title: 'Plantilla descargada',
+        message: 'La plantilla de ventas se ha descargado correctamente',
+        source: 'onboarding'
+      });
+    } catch (error) {
+      console.error('Error downloading template:', error);
+      // Fallback to static template
       const csvContent = `fecha,producto,cantidad,precio_unitario,precio_total,cliente,canal_venta
 2024-01-15,Pan Integral,5,2.50,12.50,Cliente A,Tienda
 2024-01-15,Croissant,3,1.80,5.40,Cliente B,Online
@@ -203,6 +353,7 @@ export const DataProcessingStep: React.FC<OnboardingStepProps> = ({
       document.body.appendChild(link);
       link.click();
       document.body.removeChild(link);
+    }
   };
 
   const resetProcess = () => {
@@ -218,8 +369,23 @@ export const DataProcessingStep: React.FC<OnboardingStepProps> = ({
 
   return (
     <div className="space-y-8">
+      {/* Loading state when tenant data is not available */}
+      {!isTenantAvailable() && (
+        <Card className="p-8 text-center">
+          <div className="w-16 h-16 bg-[var(--color-info)]/10 rounded-full flex items-center justify-center mx-auto mb-6">
+            <Activity className="w-8 h-8 text-[var(--color-info)] animate-pulse" />
+          </div>
+          <h3 className="text-xl font-semibold text-[var(--text-primary)] mb-3">
+            Cargando datos de usuario...
+          </h3>
+          <p className="text-[var(--text-secondary)]">
+            Por favor espere mientras cargamos su información de tenant
+          </p>
+        </Card>
+      )}
+
       {/* Improved Upload Stage */}
-      {stage === 'upload' && (
+      {stage === 'upload' && isTenantAvailable() && (
         <>
           <div
             className={`

frontend/src/components/domain/onboarding/steps/InventorySetupStep.tsx

@@ -1,7 +1,10 @@
 import React, { useState, useEffect } from 'react';
-import { Package, Calendar, AlertTriangle, Plus, Edit, Trash2 } from 'lucide-react';
+import { Package, Calendar, AlertTriangle, Plus, Edit, Trash2, CheckCircle } from 'lucide-react';
 import { Button, Card, Input, Badge } from '../../../ui';
 import { OnboardingStepProps } from '../OnboardingWizard';
+import { onboardingApiService } from '../../../../services/api/onboarding.service';
+import { useAuthUser } from '../../../../stores/auth.store';
+import { useAlertActions } from '../../../../stores/alerts.store';
 
 interface InventoryItem {
   id: string;
@@ -15,34 +18,35 @@ interface InventoryItem {
   supplier?: string;
   cost_per_unit?: number;
   requires_refrigeration: boolean;
+  // API fields
+  suggestion_id?: string;
+  original_name?: string;
+  estimated_shelf_life_days?: number;
+  is_seasonal?: boolean;
 }
 
-// Mock inventory items based on approved products
+// Convert approved products to inventory items
-const mockInventoryItems: InventoryItem[] = [
+const convertProductsToInventory = (approvedProducts: any[]): InventoryItem[] => {
-  { 
+  return approvedProducts.map((product, index) => ({
-    id: '1', name: 'Harina de Trigo', category: 'ingredient', 
+    id: `inventory-${index}`,
-    current_stock: 50, min_stock: 20, max_stock: 100, unit: 'kg',
+    name: product.suggested_name || product.name,
-    expiry_date: '2024-12-31', supplier: 'Molinos del Sur', 
+    category: product.product_type || 'finished_product',
-    cost_per_unit: 1.20, requires_refrigeration: false 
+    current_stock: 0, // To be configured by user
-  },
+    min_stock: 1,     // Default minimum
-  { 
+    max_stock: 100,   // Default maximum
-    id: '2', name: 'Levadura Fresca', category: 'ingredient', 
+    unit: product.unit_of_measure || 'unidad',
-    current_stock: 5, min_stock: 2, max_stock: 10, unit: 'kg',
+    requires_refrigeration: product.requires_refrigeration || false,
-    expiry_date: '2024-03-15', supplier: 'Levaduras Pro', 
+    // Store API data
-    cost_per_unit: 3.50, requires_refrigeration: true 
+    suggestion_id: product.suggestion_id,
-  },
+    original_name: product.original_name,
-  { 
+    estimated_shelf_life_days: product.estimated_shelf_life_days,
-    id: '3', name: 'Pan Integral', category: 'finished_product', 
+    is_seasonal: product.is_seasonal,
-    current_stock: 20, min_stock: 10, max_stock: 50, unit: 'unidades',
+    // Optional fields to be filled by user
-    expiry_date: '2024-01-25', requires_refrigeration: false 
+    expiry_date: undefined,
-  },
+    supplier: product.suggested_supplier,
-  { 
+    cost_per_unit: 0
-    id: '4', name: 'Mantequilla', category: 'ingredient', 
+  }));
-    current_stock: 15, min_stock: 5, max_stock: 30, unit: 'kg',
+};
-    expiry_date: '2024-02-28', supplier: 'Lácteos Premium', 
-    cost_per_unit: 4.20, requires_refrigeration: true 
-  }
-];
 
 export const InventorySetupStep: React.FC<OnboardingStepProps> = ({
   data,
@@ -52,22 +56,121 @@ export const InventorySetupStep: React.FC<OnboardingStepProps> = ({
   isFirstStep,
   isLastStep
 }) => {
-  const [items, setItems] = useState<InventoryItem[]>(
+  const user = useAuthUser();
-    data.inventoryItems || mockInventoryItems
+  const { createAlert } = useAlertActions();
-  );
+  const [isCreating, setIsCreating] = useState(false);
   const [editingItem, setEditingItem] = useState<InventoryItem | null>(null);
   const [isAddingNew, setIsAddingNew] = useState(false);
+
+  // Generate inventory items from approved products
+  const generateInventoryFromProducts = (approvedProducts: any[]): InventoryItem[] => {
+    if (!approvedProducts || approvedProducts.length === 0) {
+      createAlert({
+        type: 'warning',
+        category: 'system',
+        priority: 'medium',
+        title: 'Sin productos aprobados',
+        message: 'No hay productos aprobados para crear inventario. Regrese al paso anterior.',
+        source: 'onboarding'
+      });
+      return [];
+    }
+    
+    return convertProductsToInventory(approvedProducts);
+  };
+
+  const [items, setItems] = useState<InventoryItem[]>(() => {
+    if (data.inventoryItems) {
+      return data.inventoryItems;
+    }
+    // Try to get approved products from current step data first, then from review step data
+    const approvedProducts = data.approvedProducts || data.allStepData?.['review']?.approvedProducts;
+    return generateInventoryFromProducts(approvedProducts || []);
+  });
+
+  // Update items when approved products become available (for when component is already mounted)
+  useEffect(() => {
+    const approvedProducts = data.approvedProducts || data.allStepData?.['review']?.approvedProducts;
+    
+    if (approvedProducts && approvedProducts.length > 0 && items.length === 0) {
+      const newItems = generateInventoryFromProducts(approvedProducts);
+      setItems(newItems);
+    }
+  }, [data.approvedProducts, data.allStepData]);
+
   const [filterCategory, setFilterCategory] = useState<'all' | 'ingredient' | 'finished_product'>('all');
 
-  useEffect(() => {
+  const filteredItems = filterCategory === 'all' 
+    ? items 
+    : items.filter(item => item.category === filterCategory);
+
+  // Create inventory items via API
+  const handleCreateInventory = async () => {
+    const approvedProducts = data.approvedProducts || data.allStepData?.['review']?.approvedProducts;
+    if (!user?.tenant_id || !approvedProducts || approvedProducts.length === 0) {
+      createAlert({
+        type: 'error',
+        category: 'system',
+        priority: 'high',
+        title: 'Error',
+        message: 'No se pueden crear elementos de inventario sin productos aprobados.',
+        source: 'onboarding'
+      });
+      return;
+    }
+
+    setIsCreating(true);
+    try {
+      const result = await onboardingApiService.createInventoryFromSuggestions(
+        user.tenant_id,
+        approvedProducts
+      );
+
+      createAlert({
+        type: 'success',
+        category: 'system',
+        priority: 'medium',
+        title: 'Inventario creado',
+        message: `Se crearon ${result.created_items.length} elementos de inventario exitosamente.`,
+        source: 'onboarding'
+      });
+
+      // Update the step data with created inventory
       onDataChange({
         ...data,
         inventoryItems: items,
-      inventoryConfigured: items.length > 0 && items.every(item => 
+        inventoryConfigured: true,
-        item.min_stock > 0 && item.max_stock > item.min_stock
+        inventoryMapping: result.inventory_mapping,
-      )
+        createdInventoryItems: result.created_items
       });
-  }, [items]);
+
+    } catch (error) {
+      console.error('Error creating inventory:', error);
+      const errorMessage = error instanceof Error ? error.message : 'Error al crear inventario';
+      createAlert({
+        type: 'error',
+        category: 'system',
+        priority: 'high',
+        title: 'Error al crear inventario',
+        message: errorMessage,
+        source: 'onboarding'
+      });
+    } finally {
+      setIsCreating(false);
+    }
+  };
+
+  useEffect(() => {
+    const hasValidStock = items.length > 0 && items.every(item => 
+      item.min_stock >= 0 && item.max_stock > item.min_stock
+    );
+    
+    onDataChange({
+      ...data,
+      inventoryItems: items,
+      inventoryConfigured: hasValidStock && !isCreating
+    });
+  }, [items, isCreating]);
 
   const handleAddItem = () => {
     const newItem: InventoryItem = {
@@ -75,243 +178,203 @@ export const InventorySetupStep: React.FC<OnboardingStepProps> = ({
       name: '',
       category: 'ingredient',
       current_stock: 0,
-      min_stock: 0,
+      min_stock: 1,
-      max_stock: 0,
+      max_stock: 10,
-      unit: 'kg',
+      unit: 'unidad',
       requires_refrigeration: false
     };
+    setItems([...items, newItem]);
     setEditingItem(newItem);
     setIsAddingNew(true);
   };
 
-  const handleSaveItem = (item: InventoryItem) => {
+  const handleSaveItem = (updatedItem: InventoryItem) => {
-    if (isAddingNew) {
+    setItems(items.map(item => 
-      setItems(prev => [...prev, item]);
+      item.id === updatedItem.id ? updatedItem : item
-    } else {
+    ));
-      setItems(prev => prev.map(i => i.id === item.id ? item : i));
-    }
     setEditingItem(null);
     setIsAddingNew(false);
   };
 
   const handleDeleteItem = (id: string) => {
-    if (window.confirm('¿Estás seguro de eliminar este elemento del inventario?')) {
+    setItems(items.filter(item => item.id !== id));
-      setItems(prev => prev.filter(item => item.id !== id));
+    if (editingItem?.id === id) {
+      setEditingItem(null);
+      setIsAddingNew(false);
     }
   };
 
-  const handleQuickSetup = () => {
+  const handleCancelEdit = () => {
-    // Auto-configure basic inventory based on approved products
+    if (isAddingNew && editingItem) {
-    const autoItems = data.detectedProducts
+      setItems(items.filter(item => item.id !== editingItem.id));
-      ?.filter((p: any) => p.status === 'approved')
+    }
-      .map((product: any, index: number) => ({
+    setEditingItem(null);
-        id: `auto_${index}`,
+    setIsAddingNew(false);
-        name: product.name,
-        category: 'finished_product' as const,
-        current_stock: Math.floor(Math.random() * 20) + 5,
-        min_stock: 5,
-        max_stock: 50,
-        unit: 'unidades',
-        requires_refrigeration: product.category === 'Repostería' || product.category === 'Salados'
-      })) || [];
-
-    setItems(prev => [...prev, ...autoItems]);
-  };
-
-  const getFilteredItems = () => {
-    return filterCategory === 'all' 
-      ? items 
-      : items.filter(item => item.category === filterCategory);
   };
 
   const getStockStatus = (item: InventoryItem) => {
-    if (item.current_stock <= item.min_stock) return { status: 'low', color: 'red', text: 'Stock Bajo' };
+    if (item.current_stock <= item.min_stock) return 'critical';
-    if (item.current_stock >= item.max_stock) return { status: 'high', color: 'blue', text: 'Stock Alto' };
+    if (item.current_stock <= item.min_stock * 1.5) return 'warning';
-    return { status: 'normal', color: 'green', text: 'Normal' };
+    return 'good';
   };
 
-  const isNearExpiry = (expiryDate?: string) => {
+  const getStockStatusColor = (status: string) => {
-    if (!expiryDate) return false;
+    switch (status) {
-    const expiry = new Date(expiryDate);
+      case 'critical': return 'text-red-600 bg-red-50';
-    const today = new Date();
+      case 'warning': return 'text-yellow-600 bg-yellow-50';
-    const diffDays = (expiry.getTime() - today.getTime()) / (1000 * 3600 * 24);
+      default: return 'text-green-600 bg-green-50';
-    return diffDays <= 7;
+    }
   };
 
-  const stats = {
+  if (items.length === 0) {
-    total: items.length,
+    return (
-    ingredients: items.filter(i => i.category === 'ingredient').length,
+      <div className="space-y-8">
-    products: items.filter(i => i.category === 'finished_product').length,
+        <div className="text-center py-16">
-    lowStock: items.filter(i => i.current_stock <= i.min_stock).length,
+          <Package className="w-16 h-16 text-gray-400 mx-auto mb-4" />
-    nearExpiry: items.filter(i => isNearExpiry(i.expiry_date)).length,
+          <h3 className="text-2xl font-bold text-gray-600 mb-2">
-    refrigerated: items.filter(i => i.requires_refrigeration).length
+            Sin productos para inventario
-  };
+          </h3>
+          <p className="text-gray-500 mb-6 max-w-md mx-auto">
+            No hay productos aprobados para crear inventario. 
+            Regrese al paso anterior para aprobar productos.
+          </p>
+          <Button 
+            variant="outline" 
+            onClick={onPrevious}
+            disabled={isFirstStep}
+          >
+            Volver al paso anterior
+          </Button>
+        </div>
+      </div>
+    );
+  }
 
   return (
-    <div className="space-y-6">
+    <div className="space-y-8">
-      {/* Quick Actions */}
+      {/* Header */}
-      <Card className="p-4">
+      <div className="text-center">
-        <div className="flex flex-col sm:flex-row justify-between items-start sm:items-center gap-4">
+        <h2 className="text-3xl font-bold text-[var(--text-primary)] mb-4">
-          <div>
+          Configuración de Inventario
-            <p className="text-sm text-[var(--text-secondary)]">
+        </h2>
-              {stats.total} elementos configurados
+        <p className="text-[var(--text-secondary)] text-lg max-w-2xl mx-auto">
+          Configure los niveles de stock, fechas de vencimiento y otros detalles para sus productos.
         </p>
       </div>
 
-          <div className="flex gap-2">
-            <Button
-              variant="outline"
-              size="sm"
-              onClick={handleQuickSetup}
-              className="text-[var(--color-info)]"
-            >
-              Auto-configurar Productos
-            </Button>
-            <Button
-              size="sm"
-              onClick={handleAddItem}
-            >
-              <Plus className="w-4 h-4 mr-2" />
-              Agregar Elemento
-            </Button>
-          </div>
-        </div>
-      </Card>
-
       {/* Stats */}
-      <div className="grid grid-cols-2 md:grid-cols-6 gap-4">
+      <div className="grid grid-cols-1 md:grid-cols-4 gap-6">
-        <Card className="p-4 text-center">
+        <Card className="p-6 text-center">
-          <p className="text-2xl font-bold text-[var(--color-info)]">{stats.total}</p>
+          <div className="text-3xl font-bold text-[var(--color-primary)] mb-2">{items.length}</div>
-          <p className="text-xs text-[var(--text-secondary)]">Total</p>
+          <div className="text-sm text-[var(--text-secondary)]">Elementos totales</div>
         </Card>
-        <Card className="p-4 text-center">
+        
-          <p className="text-2xl font-bold text-[var(--color-primary)]">{stats.ingredients}</p>
+        <Card className="p-6 text-center">
-          <p className="text-xs text-[var(--text-secondary)]">Ingredientes</p>
+          <div className="text-3xl font-bold text-blue-600 mb-2">
+            {items.filter(item => item.category === 'ingredient').length}
+          </div>
+          <div className="text-sm text-[var(--text-secondary)]">Ingredientes</div>
         </Card>
-        <Card className="p-4 text-center">
+        
-          <p className="text-2xl font-bold text-[var(--color-success)]">{stats.products}</p>
+        <Card className="p-6 text-center">
-          <p className="text-xs text-[var(--text-secondary)]">Productos</p>
+          <div className="text-3xl font-bold text-green-600 mb-2">
+            {items.filter(item => item.category === 'finished_product').length}
+          </div>
+          <div className="text-sm text-[var(--text-secondary)]">Productos terminados</div>
         </Card>
-        <Card className="p-4 text-center">
+        
-          <p className="text-2xl font-bold text-[var(--color-error)]">{stats.lowStock}</p>
+        <Card className="p-6 text-center">
-          <p className="text-xs text-[var(--text-secondary)]">Stock Bajo</p>
+          <div className="text-3xl font-bold text-red-600 mb-2">
-        </Card>
+            {items.filter(item => getStockStatus(item) === 'critical').length}
-        <Card className="p-4 text-center">
+          </div>
-          <p className="text-2xl font-bold text-[var(--color-warning)]">{stats.nearExpiry}</p>
+          <div className="text-sm text-[var(--text-secondary)]">Stock crítico</div>
-          <p className="text-xs text-[var(--text-secondary)]">Por Vencer</p>
-        </Card>
-        <Card className="p-4 text-center">
-          <p className="text-2xl font-bold text-[var(--color-info)]">{stats.refrigerated}</p>
-          <p className="text-xs text-[var(--text-secondary)]">Refrigerado</p>
         </Card>
       </div>
 
-      {/* Filters */}
+      {/* Controls */}
-      <Card className="p-4">
+      <div className="flex flex-col sm:flex-row gap-4 justify-between items-start sm:items-center bg-[var(--bg-secondary)] p-4 rounded-lg">
         <div className="flex items-center space-x-4">
-          <label className="text-sm font-medium text-[var(--text-secondary)]">Filtrar:</label>
+          <select 
-          <div className="flex space-x-2">
+            value={filterCategory} 
-            {[
+            onChange={(e) => setFilterCategory(e.target.value as any)}
-              { value: 'all', label: 'Todos' },
+            className="px-3 py-2 border border-[var(--border-primary)] rounded-lg bg-white"
-              { value: 'ingredient', label: 'Ingredientes' },
-              { value: 'finished_product', label: 'Productos' }
-            ].map(filter => (
-              <button
-                key={filter.value}
-                onClick={() => setFilterCategory(filter.value as any)}
-                className={`px-3 py-1 text-sm rounded-full transition-colors ${
-                  filterCategory === filter.value
-                    ? 'bg-[var(--color-primary)] text-white'
-                    : 'bg-[var(--bg-secondary)] text-[var(--text-secondary)] hover:bg-[var(--bg-tertiary)]'
-                }`}
           >
-                {filter.label}
+            <option value="all">Todos los elementos</option>
-              </button>
+            <option value="ingredient">Ingredientes</option>
-            ))}
+            <option value="finished_product">Productos terminados</option>
-          </div>
+          </select>
-        </div>
-      </Card>
           
-      {/* Inventory Items */}
+          <Badge variant="outline" className="text-sm">
-      <div className="space-y-4">
+            {filteredItems.length} elementos
-        {getFilteredItems().map((item) => {
+          </Badge>
-          const stockStatus = getStockStatus(item);
-          const nearExpiry = isNearExpiry(item.expiry_date);
-          
-          return (
-            <Card key={item.id} className="p-4">
-              <div className="flex items-start justify-between">
-                <div className="flex items-start space-x-4 flex-1">
-                  {/* Category Icon */}
-                  <div className={`w-8 h-8 rounded-full flex items-center justify-center mt-1 ${
-                    item.category === 'ingredient' 
-                      ? 'bg-[var(--color-primary)]/10' 
-                      : 'bg-[var(--color-success)]/10'
-                  }`}>
-                    <Package className={`w-4 h-4 ${
-                      item.category === 'ingredient' 
-                        ? 'text-[var(--color-primary)]' 
-                        : 'text-[var(--color-success)]'
-                    }`} />
         </div>
         
-                  {/* Item Info */}
+        <div className="flex space-x-2">
+          <Button 
+            onClick={handleAddItem}
+            size="sm"
+            className="bg-[var(--color-primary)] hover:bg-[var(--color-primary)]/90"
+          >
+            <Plus className="w-4 h-4 mr-1" />
+            Agregar elemento
+          </Button>
+          <Button 
+            onClick={handleCreateInventory}
+            disabled={isCreating || items.length === 0 || data.inventoryConfigured}
+            size="sm"
+            variant="outline"
+            className="border-green-200 text-green-600 hover:bg-green-50"
+          >
+            <CheckCircle className="w-4 h-4 mr-1" />
+            {isCreating ? 'Creando...' : data.inventoryConfigured ? 'Inventario creado' : 'Crear inventario'}
+          </Button>
+        </div>
+      </div>
+
+      {/* Items List */}
+      <div className="space-y-3">
+        {filteredItems.map((item) => (
+          <Card key={item.id} className="p-4 hover:shadow-md transition-shadow">
+            {editingItem?.id === item.id ? (
+              <InventoryItemEditor 
+                item={item}
+                onSave={handleSaveItem}
+                onCancel={handleCancelEdit}
+              />
+            ) : (
+              <div className="flex items-center justify-between">
                 <div className="flex-1">
-                    <h4 className="font-semibold text-[var(--text-primary)] mb-2">{item.name}</h4>
+                  <div className="flex items-center space-x-3 mb-2">
-                    
+                    <h3 className="font-semibold text-[var(--text-primary)]">{item.name}</h3>
-                    <div className="flex items-center gap-2 mb-3">
+                    <Badge variant="outline" className="text-xs">
-                      <Badge variant={item.category === 'ingredient' ? 'blue' : 'green'}>
+                      {item.category === 'ingredient' ? 'Ingrediente' : 'Producto terminado'}
-                        {item.category === 'ingredient' ? 'Ingrediente' : 'Producto'}
+                    </Badge>
+                    <Badge className={`text-xs ${getStockStatusColor(getStockStatus(item))}`}>
+                      Stock: {getStockStatus(item)}
                     </Badge>
                     {item.requires_refrigeration && (
-                        <Badge variant="gray">❄️ Refrigeración</Badge>
+                      <Badge variant="outline" className="text-xs text-blue-600">
-                      )}
+                        Refrigeración
-                      <Badge variant={stockStatus.color}>
-                        {stockStatus.text}
                       </Badge>
-                      {nearExpiry && (
-                        <Badge variant="red">Vence Pronto</Badge>
                     )}
                   </div>
                   
-                    <div className="flex items-center gap-6 text-sm text-[var(--text-secondary)]">
+                  <div className="text-sm text-[var(--text-secondary)] space-y-1">
-                      <div>
+                    <div className="flex space-x-4">
-                        <span className="text-[var(--text-tertiary)]">Stock Actual: </span>
+                      <span>Stock actual: <span className="font-medium">{item.current_stock} {item.unit}</span></span>
-                        <span className={`font-medium ${stockStatus.status === 'low' ? 'text-[var(--color-error)]' : 'text-[var(--text-primary)]'}`}>
+                      <span>Mínimo: <span className="font-medium">{item.min_stock}</span></span>
-                          {item.current_stock} {item.unit}
+                      <span>Máximo: <span className="font-medium">{item.max_stock}</span></span>
-                        </span>
                     </div>
-                      
-                      <div>
-                        <span className="text-[var(--text-tertiary)]">Rango: </span>
-                        <span className="font-medium text-[var(--text-primary)]">
-                          {item.min_stock} - {item.max_stock} {item.unit}
-                        </span>
-                      </div>
-                      
                     {item.expiry_date && (
-                        <div>
+                      <div>Vence: <span className="font-medium">{item.expiry_date}</span></div>
-                          <span className="text-[var(--text-tertiary)]">Vencimiento: </span>
-                          <span className={`font-medium ${nearExpiry ? 'text-[var(--color-error)]' : 'text-[var(--text-primary)]'}`}>
-                            {new Date(item.expiry_date).toLocaleDateString()}
-                          </span>
-                        </div>
                     )}
-                      
+                    {item.supplier && (
-                      {item.cost_per_unit && (
+                      <div>Proveedor: <span className="font-medium">{item.supplier}</span></div>
-                        <div>
-                          <span className="text-[var(--text-tertiary)]">Costo/Unidad: </span>
-                          <span className="font-medium text-[var(--text-primary)]">
-                            ${item.cost_per_unit.toFixed(2)}
-                          </span>
-                        </div>
                     )}
                   </div>
                 </div>
-                </div>
                 
-                {/* Actions */}
+                <div className="flex items-center space-x-2">
-                <div className="flex gap-2 ml-4 mt-1">
                   <Button 
                     size="sm" 
                     variant="outline"
@@ -324,242 +387,161 @@ export const InventorySetupStep: React.FC<OnboardingStepProps> = ({
                     size="sm" 
                     variant="outline"
                     onClick={() => handleDeleteItem(item.id)}
-                    className="text-[var(--color-error)] border-[var(--color-error)] hover:bg-[var(--color-error)]/10"
+                    className="text-red-600 border-red-200 hover:bg-red-50"
                   >
-                    <Trash2 className="w-4 h-4" />
+                    <Trash2 className="w-4 h-4 mr-1" />
+                    Eliminar
                   </Button>
                 </div>
               </div>
-            </Card>
-          );
-        })}
-        
-        {getFilteredItems().length === 0 && (
-          <Card className="p-8 text-center">
-            <Package className="w-12 h-12 text-[var(--text-tertiary)] mx-auto mb-4" />
-            <p className="text-[var(--text-secondary)]">No hay elementos en esta categoría</p>
-          </Card>
             )}
+          </Card>
+        ))}
       </div>
 
-      {/* Warnings */}
+      {/* Navigation */}
-      {(stats.lowStock > 0 || stats.nearExpiry > 0) && (
+      <div className="flex justify-between pt-6 border-t border-[var(--border-primary)]">
-        <Card className="p-4 bg-[var(--color-warning-50)] border-[var(--color-warning-200)]">
+        <Button 
-          <div className="flex items-start space-x-3">
+          variant="outline" 
-            <AlertTriangle className="w-5 h-5 text-[var(--color-warning)] flex-shrink-0 mt-0.5" />
+          onClick={onPrevious}
-            <div>
+          disabled={isFirstStep}
-              <h4 className="font-medium text-[var(--color-warning-800)] mb-1">Advertencias de Inventario</h4>
+        >
-              {stats.lowStock > 0 && (
+          Anterior
-                <p className="text-sm text-[var(--color-warning-700)] mb-1">
+        </Button>
-                  • {stats.lowStock} elemento(s) con stock bajo
+        <Button 
-                </p>
+          onClick={onNext}
-              )}
+          disabled={!data.inventoryConfigured}
-              {stats.nearExpiry > 0 && (
+          className="bg-[var(--color-primary)] hover:bg-[var(--color-primary)]/90"
-                <p className="text-sm text-[var(--color-warning-700)]">
+        >
-                  • {stats.nearExpiry} elemento(s) próximos a vencer
+          {isLastStep ? 'Finalizar' : 'Siguiente'}
-                </p>
+        </Button>
-              )}
       </div>
     </div>
-        </Card>
-      )}
-
-      {/* Edit Modal */}
-      {editingItem && (
-        <div className="fixed inset-0 bg-black/50 flex items-center justify-center z-50">
-          <Card className="p-6 max-w-md w-full mx-4 max-h-[90vh] overflow-y-auto">
-            <h3 className="text-lg font-semibold text-[var(--text-primary)] mb-4">
-              {isAddingNew ? 'Agregar Elemento' : 'Editar Elemento'}
-            </h3>
-            
-            <InventoryItemForm
-              item={editingItem}
-              onSave={handleSaveItem}
-              onCancel={() => {
-                setEditingItem(null);
-                setIsAddingNew(false);
-              }}
-            />
-          </Card>
-        </div>
-      )}
-
-      {/* Information */}
-      <Card className="p-4 bg-[var(--color-info)]/5 border-[var(--color-info)]/20">
-        <h4 className="font-medium text-[var(--color-info)] mb-2">
-          📦 Configuración de Inventario:
-        </h4>
-        <ul className="text-sm text-[var(--color-info)] space-y-1">
-          <li>• <strong>Stock Mínimo:</strong> Nivel que dispara alertas de reabastecimiento</li>
-          <li>• <strong>Stock Máximo:</strong> Capacidad máxima de almacenamiento</li>
-          <li>• <strong>Fechas de Vencimiento:</strong> Control automático de productos perecederos</li>
-          <li>• <strong>Refrigeración:</strong> Identifica productos que requieren frío</li>
-        </ul>
-      </Card>
-
-    </div>
   );
 };
 
-// Component for editing inventory items
+// Inventory Item Editor Component
-interface InventoryItemFormProps {
+const InventoryItemEditor: React.FC<{
   item: InventoryItem;
   onSave: (item: InventoryItem) => void;
   onCancel: () => void;
-}
+}> = ({ item, onSave, onCancel }) => {
+  const [editedItem, setEditedItem] = useState<InventoryItem>(item);
 
-const InventoryItemForm: React.FC<InventoryItemFormProps> = ({ item, onSave, onCancel }) => {
+  const handleSave = () => {
-  const [formData, setFormData] = useState(item);
+    if (!editedItem.name.trim()) {
-
-  const handleSubmit = (e: React.FormEvent) => {
-    e.preventDefault();
-    if (!formData.name.trim()) {
       alert('El nombre es requerido');
       return;
     }
-    if (formData.min_stock >= formData.max_stock) {
+    if (editedItem.min_stock < 0 || editedItem.max_stock <= editedItem.min_stock) {
-      alert('El stock máximo debe ser mayor al mínimo');
+      alert('Los niveles de stock deben ser válidos (máximo > mínimo >= 0)');
       return;
     }
-    onSave(formData);
+    onSave(editedItem);
   };
 
   return (
-    <form onSubmit={handleSubmit} className="space-y-4">
+    <div className="space-y-4 p-4 bg-gray-50 rounded-lg">
+      <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
         <div>
-        <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
+          <label className="block text-sm font-medium mb-1">Nombre</label>
-          Nombre *
-        </label>
           <Input
-          value={formData.name}
+            value={editedItem.name}
-          onChange={(e) => setFormData(prev => ({ ...prev, name: e.target.value }))}
+            onChange={(e) => setEditedItem({ ...editedItem, name: e.target.value })}
-          placeholder="Nombre del producto/ingrediente"
+            placeholder="Nombre del producto"
           />
         </div>
         
-      <div className="grid grid-cols-2 gap-3">
         <div>
-          <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
+          <label className="block text-sm font-medium mb-1">Categoría</label>
-            Categoría *
-          </label>
           <select 
-            value={formData.category}
+            value={editedItem.category}
-            onChange={(e) => setFormData(prev => ({ ...prev, category: e.target.value as any }))}
+            onChange={(e) => setEditedItem({ ...editedItem, category: e.target.value as any })}
-            className="w-full p-2 border border-[var(--border-secondary)] rounded focus:outline-none focus:ring-2 focus:ring-[var(--color-primary)]"
+            className="w-full px-3 py-2 border border-[var(--border-primary)] rounded-lg bg-white"
           >
             <option value="ingredient">Ingrediente</option>
-            <option value="finished_product">Producto Terminado</option>
+            <option value="finished_product">Producto terminado</option>
           </select>
         </div>
 
         <div>
-          <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
+          <label className="block text-sm font-medium mb-1">Stock actual</label>
-            Unidad *
-          </label>
-          <Input
-            value={formData.unit}
-            onChange={(e) => setFormData(prev => ({ ...prev, unit: e.target.value }))}
-            placeholder="kg, unidades, litros..."
-          />
-        </div>
-      </div>
-
-      <div className="grid grid-cols-3 gap-3">
-        <div>
-          <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
-            Stock Actual
-          </label>
           <Input
             type="number"
-            value={formData.current_stock}
+            value={editedItem.current_stock}
-            onChange={(e) => setFormData(prev => ({ ...prev, current_stock: Number(e.target.value) }))}
+            onChange={(e) => setEditedItem({ ...editedItem, current_stock: Number(e.target.value) })}
             min="0"
           />
         </div>
 
         <div>
-          <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
+          <label className="block text-sm font-medium mb-1">Unidad</label>
-            Stock Mín. *
+          <Input
-          </label>
+            value={editedItem.unit}
+            onChange={(e) => setEditedItem({ ...editedItem, unit: e.target.value })}
+            placeholder="kg, litros, unidades..."
+          />
+        </div>
+
+        <div>
+          <label className="block text-sm font-medium mb-1">Stock mínimo</label>
           <Input
             type="number"
-            value={formData.min_stock}
+            value={editedItem.min_stock}
-            onChange={(e) => setFormData(prev => ({ ...prev, min_stock: Number(e.target.value) }))}
+            onChange={(e) => setEditedItem({ ...editedItem, min_stock: Number(e.target.value) })}
             min="0"
           />
         </div>
 
         <div>
-          <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
+          <label className="block text-sm font-medium mb-1">Stock máximo</label>
-            Stock Máx. *
-          </label>
           <Input
             type="number"
-            value={formData.max_stock}
+            value={editedItem.max_stock}
-            onChange={(e) => setFormData(prev => ({ ...prev, max_stock: Number(e.target.value) }))}
+            onChange={(e) => setEditedItem({ ...editedItem, max_stock: Number(e.target.value) })}
             min="1"
           />
         </div>
-      </div>
 
-      <div className="grid grid-cols-2 gap-3">
         <div>
-          <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
+          <label className="block text-sm font-medium mb-1">Fecha de vencimiento</label>
-            Fecha Vencimiento
-          </label>
           <Input
             type="date"
-            value={formData.expiry_date || ''}
+            value={editedItem.expiry_date || ''}
-            onChange={(e) => setFormData(prev => ({ ...prev, expiry_date: e.target.value }))}
+            onChange={(e) => setEditedItem({ ...editedItem, expiry_date: e.target.value })}
           />
         </div>
 
         <div>
-          <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
+          <label className="block text-sm font-medium mb-1">Proveedor</label>
-            Costo por Unidad
-          </label>
           <Input
-            type="number"
+            value={editedItem.supplier || ''}
-            step="0.01"
+            onChange={(e) => setEditedItem({ ...editedItem, supplier: e.target.value })}
-            value={formData.cost_per_unit || ''}
-            onChange={(e) => setFormData(prev => ({ ...prev, cost_per_unit: Number(e.target.value) }))}
-            min="0"
-          />
-        </div>
-      </div>
-
-      <div>
-        <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
-          Proveedor
-        </label>
-        <Input
-          value={formData.supplier || ''}
-          onChange={(e) => setFormData(prev => ({ ...prev, supplier: e.target.value }))}
             placeholder="Nombre del proveedor"
           />
         </div>
+      </div>
 
-      <div className="flex items-center space-x-2">
+      <div className="flex items-center space-x-4">
+        <label className="flex items-center space-x-2">
           <input
             type="checkbox"
-          id="refrigeration"
+            checked={editedItem.requires_refrigeration}
-          checked={formData.requires_refrigeration}
+            onChange={(e) => setEditedItem({ ...editedItem, requires_refrigeration: e.target.checked })}
-          onChange={(e) => setFormData(prev => ({ ...prev, requires_refrigeration: e.target.checked }))}
             className="rounded"
           />
-        <label htmlFor="refrigeration" className="text-sm text-[var(--text-primary)]">
+          <span className="text-sm">Requiere refrigeración</span>
-          Requiere refrigeración
         </label>
       </div>
 
-      <div className="flex justify-end space-x-3 pt-4">
+      <div className="flex justify-end space-x-2">
-        <Button type="button" variant="outline" onClick={onCancel}>
+        <Button variant="outline" onClick={onCancel}>
           Cancelar
         </Button>
-        <Button type="submit">
+        <Button onClick={handleSave}>
           Guardar
         </Button>
       </div>
-    </form>
+    </div>
   );
 };

frontend/src/components/domain/onboarding/steps/ReviewStep.tsx

@@ -1,30 +1,68 @@
-import React, { useState, useEffect } from 'react';
+import React, { useState, useEffect, useCallback, useMemo, useRef } from 'react';
 import { Eye, CheckCircle, AlertCircle, Edit, Trash2 } from 'lucide-react';
 import { Button, Card, Badge } from '../../../ui';
 import { OnboardingStepProps } from '../OnboardingWizard';
+import { useAlertActions } from '../../../../stores/alerts.store';
 
 interface Product {
   id: string;
   name: string;
   category: string;
   confidence: number;
-  sales_count: number;
+  sales_count?: number;
-  estimated_price: number;
+  estimated_price?: number;
   status: 'approved' | 'rejected' | 'pending';
   notes?: string;
+  // Fields from API suggestion
+  suggestion_id?: string;
+  original_name: string;
+  suggested_name: string;
+  product_type: 'ingredient' | 'finished_product';
+  unit_of_measure: string;
+  estimated_shelf_life_days: number;
+  requires_refrigeration: boolean;
+  requires_freezing: boolean;
+  is_seasonal: boolean;
+  suggested_supplier?: string;
+  sales_data?: {
+    total_quantity: number;
+    average_daily_sales: number;
+    peak_day: string;
+    frequency: number;
+  };
 }
 
-// Mock detected products
+// Convert API suggestions to Product interface
-const mockDetectedProducts: Product[] = [
+const convertSuggestionsToProducts = (suggestions: any[]): Product[] => {
-  { id: '1', name: 'Pan Integral', category: 'Panadería', confidence: 95, sales_count: 45, estimated_price: 2.50, status: 'pending' },
+  console.log('ReviewStep - convertSuggestionsToProducts called with:', suggestions);
-  { id: '2', name: 'Croissant', category: 'Bollería', confidence: 92, sales_count: 38, estimated_price: 1.80, status: 'pending' },
+  
-  { id: '3', name: 'Baguette', category: 'Panadería', confidence: 88, sales_count: 22, estimated_price: 3.00, status: 'pending' },
+  const products = suggestions.map((suggestion, index) => ({
-  { id: '4', name: 'Empanada de Pollo', category: 'Salados', confidence: 85, sales_count: 31, estimated_price: 4.50, status: 'pending' },
+    id: suggestion.suggestion_id || `product-${index}`,
-  { id: '5', name: 'Tarta de Manzana', category: 'Repostería', confidence: 78, sales_count: 12, estimated_price: 15.00, status: 'pending' },
+    name: suggestion.suggested_name,
-  { id: '6', name: 'Pan de Centeno', category: 'Panadería', confidence: 91, sales_count: 18, estimated_price: 2.80, status: 'pending' },
+    category: suggestion.category,
-  { id: '7', name: 'Medialunas', category: 'Bollería', confidence: 87, sales_count: 29, estimated_price: 1.20, status: 'pending' },
+    confidence: Math.round(suggestion.confidence_score * 100),
-  { id: '8', name: 'Sandwich Mixto', category: 'Salados', confidence: 82, sales_count: 25, estimated_price: 5.50, status: 'pending' }
+    status: 'pending' as const,
-];
+    // Store original API data
+    suggestion_id: suggestion.suggestion_id,
+    original_name: suggestion.original_name,
+    suggested_name: suggestion.suggested_name,
+    product_type: suggestion.product_type,
+    unit_of_measure: suggestion.unit_of_measure,
+    estimated_shelf_life_days: suggestion.estimated_shelf_life_days,
+    requires_refrigeration: suggestion.requires_refrigeration,
+    requires_freezing: suggestion.requires_freezing,
+    is_seasonal: suggestion.is_seasonal,
+    suggested_supplier: suggestion.suggested_supplier,
+    notes: suggestion.notes,
+    sales_data: suggestion.sales_data,
+    // Legacy fields for display
+    sales_count: suggestion.sales_data?.total_quantity || 0,
+    estimated_price: 0 // Price estimation not provided by current API
+  }));
+  
+  console.log('ReviewStep - Converted products:', products);
+  return products;
+};
 
 export const ReviewStep: React.FC<OnboardingStepProps> = ({
   data,
@@ -34,35 +72,128 @@ export const ReviewStep: React.FC<OnboardingStepProps> = ({
   isFirstStep,
   isLastStep
 }) => {
-  // Generate products from processing results or use mock data
+  const { createAlert } = useAlertActions();
-  const generateProductsFromResults = (results: any) => {
-    if (!results?.product_list) return mockDetectedProducts;
 
+  // Generate products from AI suggestions in processing results
+  const generateProductsFromResults = (results: any) => {
+    console.log('ReviewStep - generateProductsFromResults called with:', results);
+    console.log('ReviewStep - results keys:', Object.keys(results || {}));
+    console.log('ReviewStep - results.aiSuggestions:', results?.aiSuggestions);
+    console.log('ReviewStep - aiSuggestions length:', results?.aiSuggestions?.length);
+    console.log('ReviewStep - aiSuggestions type:', typeof results?.aiSuggestions);
+    console.log('ReviewStep - aiSuggestions is array:', Array.isArray(results?.aiSuggestions));
+    
+    if (results?.aiSuggestions && results.aiSuggestions.length > 0) {
+      console.log('ReviewStep - Using AI suggestions:', results.aiSuggestions);
+      return convertSuggestionsToProducts(results.aiSuggestions);
+    }
+    // Fallback: create products from product list if no AI suggestions
+    if (results?.product_list) {
+      console.log('ReviewStep - Using fallback product list:', results.product_list);
       return results.product_list.map((name: string, index: number) => ({
-      id: (index + 1).toString(),
+        id: `fallback-${index}`,
         name,
-      category: index < 3 ? 'Panadería' : index < 5 ? 'Bollería' : 'Salados',
+        original_name: name,
-      confidence: Math.max(75, results.confidenceScore - Math.random() * 15),
+        suggested_name: name,
-      sales_count: Math.floor(Math.random() * 50) + 10,
+        category: 'Sin clasificar',
-      estimated_price: Math.random() * 5 + 1.5,
+        confidence: 50,
-      status: 'pending' as const
+        status: 'pending' as const,
+        product_type: 'finished_product' as const,
+        unit_of_measure: 'unidad',
+        estimated_shelf_life_days: 7,
+        requires_refrigeration: false,
+        requires_freezing: false,
+        is_seasonal: false
       }));
+    }
+    return [];
   };
 
-  const [products, setProducts] = useState<Product[]>(
+  const [products, setProducts] = useState<Product[]>(() => {
-    data.detectedProducts || generateProductsFromResults(data.processingResults)
+    if (data.detectedProducts) {
-  );
+      return data.detectedProducts;
+    }
+    // Try to get processing results from current step data first, then from previous step data
+    const processingResults = data.processingResults || data.allStepData?.['data-processing']?.processingResults;
+    console.log('ReviewStep - Initializing with processingResults:', processingResults);
+    return generateProductsFromResults(processingResults);
+  });
+
+  // Check for empty products and show alert after component mounts
+  useEffect(() => {
+    const processingResults = data.processingResults || data.allStepData?.['data-processing']?.processingResults;
+    if (products.length === 0 && processingResults) {
+      createAlert({
+        type: 'warning',
+        category: 'system',
+        priority: 'medium',
+        title: 'Sin productos detectados',
+        message: 'No se encontraron productos en los datos procesados. Verifique el archivo de ventas.',
+        source: 'onboarding'
+      });
+    }
+  }, [products.length, data.processingResults, data.allStepData, createAlert]);
+  
   const [selectedCategory, setSelectedCategory] = useState<string>('all');
 
   const categories = ['all', ...Array.from(new Set(products.map(p => p.category)))];
   
+  // Memoize computed values to avoid unnecessary recalculations
+  const approvedProducts = useMemo(() => 
+    products.filter(p => p.status === 'approved'), 
+    [products]
+  );
+  
+  const reviewCompleted = useMemo(() => 
+    products.length > 0 && products.every(p => p.status !== 'pending'), 
+    [products]
+  );
+
+  const [lastReviewCompleted, setLastReviewCompleted] = useState(false);
+
+  const dataChangeRef = useRef({ products: [], approvedProducts: [], reviewCompleted: false });
+
+  // Update parent data when products change
   useEffect(() => {
+    const currentState = { products, approvedProducts, reviewCompleted };
+    const lastState = dataChangeRef.current;
+    
+    // Only call onDataChange if the state actually changed
+    if (JSON.stringify(currentState) !== JSON.stringify(lastState)) {
+      console.log('ReviewStep - Updating parent data with:', {
+        detectedProducts: products,
+        approvedProducts,
+        reviewCompleted,
+        approvedProductsCount: approvedProducts.length
+      });
       onDataChange({
         ...data,
         detectedProducts: products,
-      reviewCompleted: products.every(p => p.status !== 'pending')
+        approvedProducts,
+        reviewCompleted
       });
-  }, [products]);
+      dataChangeRef.current = currentState;
+    }
+  }, [products, approvedProducts, reviewCompleted]);
+
+  // Handle review completion alert separately
+  useEffect(() => {
+    if (reviewCompleted && approvedProducts.length > 0 && !lastReviewCompleted) {
+      createAlert({
+        type: 'success',
+        category: 'system',
+        priority: 'medium',
+        title: 'Revisión completada',
+        message: `Se aprobaron ${approvedProducts.length} de ${products.length} productos detectados.`,
+        source: 'onboarding'
+      });
+      setLastReviewCompleted(true);
+    }
+    
+    if (!reviewCompleted && lastReviewCompleted) {
+      setLastReviewCompleted(false);
+    }
+  }, [reviewCompleted, approvedProducts.length, products.length, lastReviewCompleted, createAlert]);
 
   const handleProductAction = (productId: string, action: 'approve' | 'reject') => {
     setProducts(prev => prev.map(product => 
@@ -95,191 +226,188 @@ export const ReviewStep: React.FC<OnboardingStepProps> = ({
     pending: products.filter(p => p.status === 'pending').length
   };
 
+  const getConfidenceColor = (confidence: number) => {
+    if (confidence >= 90) return 'text-green-600 bg-green-50';
+    if (confidence >= 75) return 'text-yellow-600 bg-yellow-50';
+    return 'text-red-600 bg-red-50';
+  };
+
+  const getStatusColor = (status: string) => {
+    switch (status) {
+      case 'approved': return 'text-green-600 bg-green-50';
+      case 'rejected': return 'text-red-600 bg-red-50';
+      default: return 'text-gray-600 bg-gray-50';
+    }
+  };
+
+  if (products.length === 0) {
+    return (
+      <div className="space-y-8">
+        <div className="text-center py-16">
+          <AlertCircle className="w-16 h-16 text-gray-400 mx-auto mb-4" />
+          <h3 className="text-2xl font-bold text-gray-600 mb-2">
+            No se encontraron productos
+          </h3>
+          <p className="text-gray-500 mb-6 max-w-md mx-auto">
+            No se pudieron detectar productos en el archivo procesado. 
+            Verifique que el archivo contenga datos de ventas válidos.
+          </p>
+          <Button 
+            variant="outline" 
+            onClick={onPrevious}
+            disabled={isFirstStep}
+          >
+            Volver al paso anterior
+          </Button>
+        </div>
+      </div>
+    );
+  }
+
   return (
     <div className="space-y-8">
       {/* Summary Stats */}
-      <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
+      <div className="grid grid-cols-2 md:grid-cols-4 gap-6">
-        <div className="text-center p-4 bg-[var(--bg-secondary)] rounded-lg">
+        <Card className="p-6 text-center">
-          <p className="text-2xl font-bold text-[var(--color-info)]">{stats.total}</p>
+          <div className="text-3xl font-bold text-[var(--color-primary)] mb-2">{stats.total}</div>
-          <p className="text-sm text-[var(--text-secondary)]">Total</p>
+          <div className="text-sm text-[var(--text-secondary)]">Productos detectados</div>
-        </div>
+        </Card>
-        <div className="text-center p-4 bg-[var(--color-success)]/10 rounded-lg">
+        
-          <p className="text-2xl font-bold text-[var(--color-success)]">{stats.approved}</p>
+        <Card className="p-6 text-center">
-          <p className="text-sm text-[var(--text-secondary)]">Aprobados</p>
+          <div className="text-3xl font-bold text-green-600 mb-2">{stats.approved}</div>
-        </div>
+          <div className="text-sm text-[var(--text-secondary)]">Aprobados</div>
-        <div className="text-center p-4 bg-[var(--color-error)]/10 rounded-lg">
+        </Card>
-          <p className="text-2xl font-bold text-[var(--color-error)]">{stats.rejected}</p>
+        
-          <p className="text-sm text-[var(--text-secondary)]">Rechazados</p>
+        <Card className="p-6 text-center">
-        </div>
+          <div className="text-3xl font-bold text-red-600 mb-2">{stats.rejected}</div>
-        <div className="text-center p-4 bg-[var(--color-warning)]/10 rounded-lg">
+          <div className="text-sm text-[var(--text-secondary)]">Rechazados</div>
-          <p className="text-2xl font-bold text-[var(--color-warning)]">{stats.pending}</p>
+        </Card>
-          <p className="text-sm text-[var(--text-secondary)]">Pendientes</p>
+        
-        </div>
+        <Card className="p-6 text-center">
+          <div className="text-3xl font-bold text-yellow-600 mb-2">{stats.pending}</div>
+          <div className="text-sm text-[var(--text-secondary)]">Pendientes</div>
+        </Card>
       </div>
 
-      {/* Filters and Actions */}
+      {/* Controls */}
-      <Card className="p-6">
+      <div className="flex flex-col sm:flex-row gap-4 justify-between items-start sm:items-center bg-[var(--bg-secondary)] p-4 rounded-lg">
-        <div className="flex flex-col sm:flex-row gap-4 items-start sm:items-center justify-between">
+        <div className="flex items-center space-x-4">
-          <div>
-            <label className="block text-sm font-semibold text-[var(--text-primary)] mb-2">
-              Filtrar por categoría:
-            </label>
           <select 
             value={selectedCategory} 
             onChange={(e) => setSelectedCategory(e.target.value)}
-              className="border border-[var(--border-secondary)] rounded-lg px-3 py-2 text-sm focus:outline-none focus:ring-2 focus:ring-[var(--color-primary)] focus:border-[var(--color-primary)]"
+            className="px-3 py-2 border border-[var(--border-primary)] rounded-lg bg-white"
           >
-              {categories.map(cat => (
+            {categories.map(category => (
-                <option key={cat} value={cat}>
+              <option key={category} value={category}>
-                  {cat === 'all' ? 'Todas las categorías' : cat}
+                {category === 'all' ? 'Todas las categorías' : category}
               </option>
             ))}
           </select>
+          
+          <Badge variant="outline" className="text-sm">
+            {getFilteredProducts().length} productos
+          </Badge>
         </div>
         
-          <div className="flex gap-2">
+        <div className="flex space-x-2">
           <Button 
             size="sm" 
             variant="outline" 
             onClick={() => handleBulkAction('approve')}
-              className="text-[var(--color-success)] border-[var(--color-success)] hover:bg-[var(--color-success)]/10"
+            className="text-green-600 border-green-200 hover:bg-green-50"
           >
-              <CheckCircle className="w-4 h-4 mr-1" />
+            Aprobar todos
-              Aprobar Visibles
           </Button>
           <Button 
             size="sm" 
             variant="outline" 
             onClick={() => handleBulkAction('reject')}
-              className="text-[var(--color-error)] border-[var(--color-error)] hover:bg-[var(--color-error)]/10"
+            className="text-red-600 border-red-200 hover:bg-red-50"
           >
-              <Trash2 className="w-4 h-4 mr-1" />
+            Rechazar todos
-              Rechazar Visibles
           </Button>
         </div>
       </div>
-      </Card>
 
       {/* Products List */}
-      <div className="space-y-4">
+      <div className="space-y-3">
         {getFilteredProducts().map((product) => (
-          <Card key={product.id} className="p-4">
+          <Card key={product.id} className="p-4 hover:shadow-md transition-shadow">
-            <div className="flex items-start justify-between">
+            <div className="flex items-center justify-between">
-              <div className="flex items-start space-x-4 flex-1">
-                {/* Status Icon */}
-                <div className={`w-8 h-8 rounded-full flex items-center justify-center mt-1 ${
-                  product.status === 'approved' 
-                    ? 'bg-[var(--color-success)]' 
-                    : product.status === 'rejected'
-                    ? 'bg-[var(--color-error)]'
-                    : 'bg-[var(--bg-secondary)] border border-[var(--border-secondary)]'
-                }`}>
-                  {product.status === 'approved' ? (
-                    <CheckCircle className="w-4 h-4 text-white" />
-                  ) : product.status === 'rejected' ? (
-                    <Trash2 className="w-4 h-4 text-white" />
-                  ) : (
-                    <Eye className="w-4 h-4 text-[var(--text-tertiary)]" />
-                  )}
-                </div>
-
-                {/* Product Info */}
               <div className="flex-1">
-                  <h4 className="font-semibold text-[var(--text-primary)] mb-2">{product.name}</h4>
+                <div className="flex items-center space-x-3 mb-2">
-                  
+                  <h3 className="font-semibold text-[var(--text-primary)]">{product.name}</h3>
-                  <div className="flex items-center gap-2 mb-3">
+                  <Badge variant="outline" className="text-xs">
-                    <Badge variant="gray">{product.category}</Badge>
+                    {product.category}
-                    {product.status !== 'pending' && (
-                      <Badge variant={product.status === 'approved' ? 'green' : 'red'}>
-                        {product.status === 'approved' ? 'Aprobado' : 'Rechazado'}
                   </Badge>
+                  <Badge className={`text-xs ${getConfidenceColor(product.confidence)}`}>
+                    {product.confidence}% confianza
+                  </Badge>
+                  <Badge className={`text-xs ${getStatusColor(product.status)}`}>
+                    {product.status === 'approved' ? 'Aprobado' : 
+                     product.status === 'rejected' ? 'Rechazado' : 'Pendiente'}
+                  </Badge>
+                </div>
+                
+                <div className="text-sm text-[var(--text-secondary)] space-y-1">
+                  {product.original_name && product.original_name !== product.name && (
+                    <div>Nombre original: <span className="font-medium">{product.original_name}</span></div>
+                  )}
+                  <div className="flex space-x-4">
+                    <span>Tipo: {product.product_type === 'ingredient' ? 'Ingrediente' : 'Producto terminado'}</span>
+                    <span>Unidad: {product.unit_of_measure}</span>
+                    {product.sales_data && (
+                      <span>Ventas: {product.sales_data.total_quantity}</span>
                     )}
                   </div>
-                  
+                  {product.notes && (
-                  <div className="flex items-center gap-4 text-sm text-[var(--text-secondary)]">
+                    <div className="text-xs italic">Nota: {product.notes}</div>
-                    <span className={`px-2 py-1 rounded text-xs ${
+                  )}
-                      product.confidence >= 90 
-                        ? 'bg-[var(--color-success)]/10 text-[var(--color-success)]'
-                        : product.confidence >= 75 
-                        ? 'bg-[var(--color-warning)]/10 text-[var(--color-warning)]'
-                        : 'bg-[var(--color-error)]/10 text-[var(--color-error)]'
-                    }`}>
-                      {product.confidence}% confianza
-                    </span>
-                    <span>{product.sales_count} ventas</span>
-                    <span>${product.estimated_price.toFixed(2)}</span>
-                  </div>
                 </div>
               </div>
               
-              {/* Actions */}
+              <div className="flex items-center space-x-2">
-              <div className="flex gap-2 ml-4 mt-1">
-                {product.status === 'pending' ? (
-                  <>
                 <Button 
                   size="sm" 
+                  variant={product.status === 'approved' ? 'default' : 'outline'}
                   onClick={() => handleProductAction(product.id, 'approve')}
-                      className="bg-[var(--color-success)] hover:bg-[var(--color-success)]/90 text-white"
+                  className={product.status === 'approved' ? 'bg-green-600 hover:bg-green-700' : 'text-green-600 border-green-200 hover:bg-green-50'}
                 >
                   <CheckCircle className="w-4 h-4 mr-1" />
                   Aprobar
                 </Button>
                 <Button 
                   size="sm" 
-                      variant="outline"
+                  variant={product.status === 'rejected' ? 'default' : 'outline'}
                   onClick={() => handleProductAction(product.id, 'reject')}
-                      className="text-[var(--color-error)] border-[var(--color-error)] hover:bg-[var(--color-error)]/10"
+                  className={product.status === 'rejected' ? 'bg-red-600 hover:bg-red-700' : 'text-red-600 border-red-200 hover:bg-red-50'}
                 >
-                      <Trash2 className="w-4 h-4 mr-1" />
+                  <AlertCircle className="w-4 h-4 mr-1" />
                   Rechazar
                 </Button>
-                  </>
-                ) : (
-                  <Button
-                    size="sm"
-                    variant="outline"
-                    onClick={() => setProducts(prev => prev.map(p => p.id === product.id ? {...p, status: 'pending'} : p))}
-                    className="text-[var(--text-secondary)] hover:text-[var(--color-primary)]"
-                  >
-                    <Edit className="w-4 h-4 mr-1" />
-                    Modificar
-                  </Button>
-                )}
               </div>
             </div>
           </Card>
         ))}
       </div>
 
-      {/* Progress Indicator */}
+      {/* Navigation */}
-      {stats.pending > 0 && (
+      <div className="flex justify-between pt-6 border-t border-[var(--border-primary)]">
-        <Card className="p-4 bg-[var(--color-warning)]/5 border-[var(--color-warning)]/20">
+        <Button 
-          <div className="flex items-center space-x-3">
+          variant="outline" 
-            <AlertCircle className="w-5 h-5 text-[var(--color-warning)]" />
+          onClick={onPrevious}
-            <div>
+          disabled={isFirstStep}
-              <p className="font-medium text-[var(--text-primary)]">
+        >
-                {stats.pending} productos pendientes de revisión
+          Anterior
-              </p>
+        </Button>
-              <p className="text-sm text-[var(--text-secondary)]">
+        <Button 
-                Revisa todos los productos antes de continuar al siguiente paso
+          onClick={onNext}
-              </p>
+          disabled={!data.reviewCompleted || stats.approved === 0}
+          className="bg-[var(--color-primary)] hover:bg-[var(--color-primary)]/90"
+        >
+          {isLastStep ? 'Finalizar' : 'Siguiente'}
+        </Button>
       </div>
     </div>
-        </Card>
-      )}
-
-      {/* Help Information */}
-      <Card className="p-4 bg-[var(--color-info)]/5 border-[var(--color-info)]/20">
-        <h4 className="font-medium text-[var(--color-info)] mb-3">
-          💡 Consejos para la revisión:
-        </h4>
-        <ul className="text-sm text-[var(--color-info)] space-y-1">
-          <li>• <strong>Confianza alta (90%+):</strong> Productos identificados con alta precisión</li>
-          <li>• <strong>Confianza media (75-89%):</strong> Revisar nombres y categorías</li>
-          <li>• <strong>Confianza baja (&lt;75%):</strong> Verificar que corresponden a tu catálogo</li>
-          <li>• Usa las acciones masivas para aprobar/rechazar por categoría completa</li>
-        </ul>
-      </Card>
-    </div>
   );
 };

frontend/src/components/domain/onboarding/steps/SuppliersStep.tsx

@@ -1,66 +1,40 @@
 import React, { useState, useEffect } from 'react';
-import { Truck, Phone, Mail, Plus, Edit, Trash2, MapPin } from 'lucide-react';
+import { Truck, Phone, Mail, Plus, Edit, Trash2, MapPin, AlertCircle, Loader } from 'lucide-react';
 import { Button, Card, Input, Badge } from '../../../ui';
 import { OnboardingStepProps } from '../OnboardingWizard';
+import { procurementService, type Supplier } from '../../../../services/api/procurement.service';
+import { useAuthUser } from '../../../../stores/auth.store';
+import { useCurrentTenant } from '../../../../stores/tenant.store';
+import { useAlertActions } from '../../../../stores/alerts.store';
 
-interface Supplier {
+// Frontend supplier interface that matches the form needs
-  id: string;
+interface SupplierFormData {
+  id?: string;
   name: string;
-  contact_person: string;
+  contact_name: string;
   phone: string;
   email: string;
   address: string;
-  categories: string[];
   payment_terms: string;
-  delivery_days: string[];
+  delivery_terms: string;
-  min_order_amount?: number;
+  tax_id?: string;
-  notes?: string;
+  is_active: boolean;
-  status: 'active' | 'inactive';
-  created_at: string;
 }
 
-// Mock suppliers
-const mockSuppliers: Supplier[] = [
-  {
-    id: '1',
-    name: 'Molinos del Sur',
-    contact_person: 'Juan Pérez',
-    phone: '+1 555-0123',
-    email: 'ventas@molinosdelsur.com',
-    address: 'Av. Industrial 123, Zona Sur',
-    categories: ['Harinas', 'Granos'],
-    payment_terms: '30 días',
-    delivery_days: ['Lunes', 'Miércoles', 'Viernes'],
-    min_order_amount: 200,
-    notes: 'Proveedor principal de harinas, muy confiable',
-    status: 'active',
-    created_at: '2024-01-15'
-  },
-  {
-    id: '2',
-    name: 'Lácteos Premium',
-    contact_person: 'María González',
-    phone: '+1 555-0456',
-    email: 'pedidos@lacteospremium.com',
-    address: 'Calle Central 456, Centro',
-    categories: ['Lácteos', 'Mantequillas', 'Quesos'],
-    payment_terms: '15 días',
-    delivery_days: ['Martes', 'Jueves', 'Sábado'],
-    min_order_amount: 150,
-    status: 'active',
-    created_at: '2024-01-20'
-  }
-];
-
-const daysOfWeek = [
-  'Lunes', 'Martes', 'Miércoles', 'Jueves', 'Viernes', 'Sábado', 'Domingo'
-];
-
 const commonCategories = [
   'Harinas', 'Lácteos', 'Levaduras', 'Azúcares', 'Grasas', 'Huevos',
   'Frutas', 'Chocolates', 'Frutos Secos', 'Especias', 'Conservantes'
 ];
 
+const paymentTermsOptions = [
+  'Inmediato',
+  '15 días',
+  '30 días', 
+  '45 días',
+  '60 días',
+  '90 días'
+];
+
 export const SuppliersStep: React.FC<OnboardingStepProps> = ({
   data,
   onDataChange,
@@ -69,13 +43,57 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
   isFirstStep,
   isLastStep
 }) => {
-  const [suppliers, setSuppliers] = useState<Supplier[]>(
+  const user = useAuthUser();
-    data.suppliers || mockSuppliers
+  const currentTenant = useCurrentTenant();
-  );
+  const { createAlert } = useAlertActions();
-  const [editingSupplier, setEditingSupplier] = useState<Supplier | null>(null);
+  
+  const [suppliers, setSuppliers] = useState<Supplier[]>([]);
+  const [editingSupplier, setEditingSupplier] = useState<SupplierFormData | null>(null);
   const [isAddingNew, setIsAddingNew] = useState(false);
   const [filterStatus, setFilterStatus] = useState<'all' | 'active' | 'inactive'>('all');
+  const [loading, setLoading] = useState(false);
+  const [creating, setCreating] = useState(false);
+  const [updating, setUpdating] = useState(false);
+  const [deleting, setDeleting] = useState<string | null>(null);
 
+  // Load suppliers from backend on component mount
+  useEffect(() => {
+    const loadSuppliers = async () => {
+      // Check if we already have suppliers loaded
+      if (data.suppliers && Array.isArray(data.suppliers) && data.suppliers.length > 0) {
+        setSuppliers(data.suppliers);
+        return;
+      }
+
+      if (!currentTenant?.id) {
+        return;
+      }
+
+      setLoading(true);
+      try {
+        const response = await procurementService.getSuppliers({ size: 100 });
+        if (response.success && response.data) {
+          setSuppliers(response.data.items);
+        }
+      } catch (error) {
+        console.error('Failed to load suppliers:', error);
+        createAlert({
+          type: 'error',
+          category: 'system',
+          priority: 'medium',
+          title: 'Error al cargar proveedores',
+          message: 'No se pudieron cargar los proveedores existentes.',
+          source: 'onboarding'
+        });
+      } finally {
+        setLoading(false);
+      }
+    };
+
+    loadSuppliers();
+  }, [currentTenant?.id]);
+
+  // Update parent data when suppliers change
   useEffect(() => {
     onDataChange({
       ...data,
@@ -85,60 +103,202 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
   }, [suppliers]);
 
   const handleAddSupplier = () => {
-    const newSupplier: Supplier = {
+    const newSupplier: SupplierFormData = {
-      id: Date.now().toString(),
       name: '',
-      contact_person: '',
+      contact_name: '',
       phone: '',
       email: '',
       address: '',
-      categories: [],
       payment_terms: '30 días',
-      delivery_days: [],
+      delivery_terms: 'Recoger en tienda',
-      status: 'active',
+      tax_id: '',
-      created_at: new Date().toISOString().split('T')[0]
+      is_active: true
     };
     setEditingSupplier(newSupplier);
     setIsAddingNew(true);
   };
 
-  const handleSaveSupplier = (supplier: Supplier) => {
+  const handleSaveSupplier = async (supplierData: SupplierFormData) => {
     if (isAddingNew) {
-      setSuppliers(prev => [...prev, supplier]);
+      setCreating(true);
-    } else {
+      try {
-      setSuppliers(prev => prev.map(s => s.id === supplier.id ? supplier : s));
+        const response = await procurementService.createSupplier({
+          name: supplierData.name,
+          contact_name: supplierData.contact_name,
+          phone: supplierData.phone,
+          email: supplierData.email,
+          address: supplierData.address,
+          payment_terms: supplierData.payment_terms,
+          delivery_terms: supplierData.delivery_terms,
+          tax_id: supplierData.tax_id,
+          is_active: supplierData.is_active
+        });
+
+        if (response.success && response.data) {
+          setSuppliers(prev => [...prev, response.data]);
+          createAlert({
+            type: 'success',
+            category: 'system',
+            priority: 'low',
+            title: 'Proveedor creado',
+            message: `El proveedor ${response.data.name} se ha creado exitosamente.`,
+            source: 'onboarding'
+          });
         }
+      } catch (error) {
+        console.error('Failed to create supplier:', error);
+        createAlert({
+          type: 'error',
+          category: 'system',
+          priority: 'high',
+          title: 'Error al crear proveedor',
+          message: 'No se pudo crear el proveedor. Intente nuevamente.',
+          source: 'onboarding'
+        });
+      } finally {
+        setCreating(false);
+      }
+    } else {
+      // Update existing supplier
+      if (!supplierData.id) return;
+      
+      setUpdating(true);
+      try {
+        const response = await procurementService.updateSupplier(supplierData.id, {
+          name: supplierData.name,
+          contact_name: supplierData.contact_name,
+          phone: supplierData.phone,
+          email: supplierData.email,
+          address: supplierData.address,
+          payment_terms: supplierData.payment_terms,
+          delivery_terms: supplierData.delivery_terms,
+          tax_id: supplierData.tax_id,
+          is_active: supplierData.is_active
+        });
+
+        if (response.success && response.data) {
+          setSuppliers(prev => prev.map(s => s.id === response.data.id ? response.data : s));
+          createAlert({
+            type: 'success',
+            category: 'system',
+            priority: 'low',
+            title: 'Proveedor actualizado',
+            message: `El proveedor ${response.data.name} se ha actualizado exitosamente.`,
+            source: 'onboarding'
+          });
+        }
+      } catch (error) {
+        console.error('Failed to update supplier:', error);
+        createAlert({
+          type: 'error',
+          category: 'system',
+          priority: 'high',
+          title: 'Error al actualizar proveedor',
+          message: 'No se pudo actualizar el proveedor. Intente nuevamente.',
+          source: 'onboarding'
+        });
+      } finally {
+        setUpdating(false);
+      }
+    }
+    
     setEditingSupplier(null);
     setIsAddingNew(false);
   };
 
-  const handleDeleteSupplier = (id: string) => {
+  const handleDeleteSupplier = async (id: string) => {
-    if (window.confirm('¿Estás seguro de eliminar este proveedor?')) {
+    if (!window.confirm('¿Estás seguro de eliminar este proveedor? Esta acción no se puede deshacer.')) {
+      return;
+    }
+
+    setDeleting(id);
+    try {
+      const response = await procurementService.deleteSupplier(id);
+      if (response.success) {
         setSuppliers(prev => prev.filter(s => s.id !== id));
+        createAlert({
+          type: 'success',
+          category: 'system',
+          priority: 'low',
+          title: 'Proveedor eliminado',
+          message: 'El proveedor se ha eliminado exitosamente.',
+          source: 'onboarding'
+        });
+      }
+    } catch (error) {
+      console.error('Failed to delete supplier:', error);
+      createAlert({
+        type: 'error',
+        category: 'system',
+        priority: 'high',
+        title: 'Error al eliminar proveedor',
+        message: 'No se pudo eliminar el proveedor. Intente nuevamente.',
+        source: 'onboarding'
+      });
+    } finally {
+      setDeleting(null);
     }
   };
 
-  const toggleSupplierStatus = (id: string) => {
+  const toggleSupplierStatus = async (id: string, currentStatus: boolean) => {
+    try {
+      const response = await procurementService.updateSupplier(id, {
+        is_active: !currentStatus
+      });
+
+      if (response.success && response.data) {
         setSuppliers(prev => prev.map(s => 
-      s.id === id 
+          s.id === id ? response.data : s
-        ? { ...s, status: s.status === 'active' ? 'inactive' : 'active' }
-        : s
         ));
+        createAlert({
+          type: 'success',
+          category: 'system',
+          priority: 'low',
+          title: 'Estado actualizado',
+          message: `El proveedor se ha ${!currentStatus ? 'activado' : 'desactivado'} exitosamente.`,
+          source: 'onboarding'
+        });
+      }
+    } catch (error) {
+      console.error('Failed to toggle supplier status:', error);
+      createAlert({
+        type: 'error',
+        category: 'system',
+        priority: 'high',
+        title: 'Error al cambiar estado',
+        message: 'No se pudo cambiar el estado del proveedor.',
+        source: 'onboarding'
+      });
+    }
   };
 
   const getFilteredSuppliers = () => {
-    return filterStatus === 'all' 
+    if (filterStatus === 'all') {
-      ? suppliers 
+      return suppliers;
-      : suppliers.filter(s => s.status === filterStatus);
+    }
+    return suppliers.filter(s => 
+      filterStatus === 'active' ? s.is_active : !s.is_active
+    );
   };
 
   const stats = {
     total: suppliers.length,
-    active: suppliers.filter(s => s.status === 'active').length,
+    active: suppliers.filter(s => s.is_active).length,
-    inactive: suppliers.filter(s => s.status === 'inactive').length,
+    inactive: suppliers.filter(s => !s.is_active).length,
-    categories: Array.from(new Set(suppliers.flatMap(s => s.categories))).length
+    totalOrders: suppliers.reduce((sum, s) => sum + s.performance_metrics.total_orders, 0)
   };
 
+  if (loading) {
+    return (
+      <div className="flex items-center justify-center py-16">
+        <div className="text-center">
+          <Loader className="w-8 h-8 animate-spin text-[var(--color-primary)] mx-auto mb-4" />
+          <p className="text-[var(--text-secondary)]">Cargando proveedores...</p>
+        </div>
+      </div>
+    );
+  }
+
   return (
     <div className="space-y-6">
       {/* Optional Step Notice */}
@@ -161,8 +321,13 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
             <Button
               size="sm"
               onClick={handleAddSupplier}
+              disabled={creating}
             >
+              {creating ? (
+                <Loader className="w-4 h-4 mr-2 animate-spin" />
+              ) : (
                 <Plus className="w-4 h-4 mr-2" />
+              )}
               Agregar Proveedor
             </Button>
           </div>
@@ -184,8 +349,8 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
           <p className="text-xs text-[var(--text-secondary)]">Inactivos</p>
         </Card>
         <Card className="p-4 text-center">
-          <p className="text-2xl font-bold text-[var(--color-primary)]">{stats.categories}</p>
+          <p className="text-2xl font-bold text-[var(--color-primary)]">{stats.totalOrders}</p>
-          <p className="text-xs text-[var(--text-secondary)]">Categorías</p>
+          <p className="text-xs text-[var(--text-secondary)]">Órdenes</p>
         </Card>
       </div>
 
@@ -223,12 +388,12 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
                 <div className="flex items-start space-x-4 flex-1">
                   {/* Status Icon */}
                   <div className={`w-8 h-8 rounded-full flex items-center justify-center mt-1 ${
-                    supplier.status === 'active' 
+                    supplier.is_active 
                       ? 'bg-[var(--color-success)]/10' 
                       : 'bg-[var(--bg-secondary)] border border-[var(--border-secondary)]'
                   }`}>
                     <Truck className={`w-4 h-4 ${
-                      supplier.status === 'active' 
+                      supplier.is_active 
                         ? 'text-[var(--color-success)]' 
                         : 'text-[var(--text-tertiary)]'
                     }`} />
@@ -239,63 +404,70 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
                     <h4 className="font-semibold text-[var(--text-primary)] mb-2">{supplier.name}</h4>
                     
                     <div className="flex items-center gap-2 mb-3">
-                      <Badge variant={supplier.status === 'active' ? 'green' : 'gray'}>
+                      <Badge variant={supplier.is_active ? 'green' : 'gray'}>
-                        {supplier.status === 'active' ? 'Activo' : 'Inactivo'}
+                        {supplier.is_active ? 'Activo' : 'Inactivo'}
                       </Badge>
-                      {supplier.categories.slice(0, 2).map((cat, idx) => (
+                      {supplier.rating && (
-                        <Badge key={idx} variant="blue">{cat}</Badge>
+                        <Badge variant="blue">★ {supplier.rating.toFixed(1)}</Badge>
-                      ))}
+                      )}
-                      {supplier.categories.length > 2 && (
+                      {supplier.performance_metrics.total_orders > 0 && (
-                        <Badge variant="gray">+{supplier.categories.length - 2}</Badge>
+                        <Badge variant="purple">{supplier.performance_metrics.total_orders} órdenes</Badge>
                       )}
                     </div>
                     
                     <div className="flex items-center gap-6 text-sm text-[var(--text-secondary)] mb-2">
+                      {supplier.contact_name && (
                         <div>
                           <span className="text-[var(--text-tertiary)]">Contacto: </span>
-                        <span className="font-medium text-[var(--text-primary)]">{supplier.contact_person}</span>
+                          <span className="font-medium text-[var(--text-primary)]">{supplier.contact_name}</span>
                         </div>
+                      )}
                       
+                      {supplier.delivery_terms && (
                         <div>
                           <span className="text-[var(--text-tertiary)]">Entrega: </span>
-                        <span className="font-medium text-[var(--text-primary)]">
+                          <span className="font-medium text-[var(--text-primary)]">{supplier.delivery_terms}</span>
-                          {supplier.delivery_days.slice(0, 2).join(', ')}
-                          {supplier.delivery_days.length > 2 && ` +${supplier.delivery_days.length - 2}`}
-                        </span>
                         </div>
+                      )}
                       
+                      {supplier.payment_terms && (
                         <div>
                           <span className="text-[var(--text-tertiary)]">Pago: </span>
                           <span className="font-medium text-[var(--text-primary)]">{supplier.payment_terms}</span>
                         </div>
-                      
-                      {supplier.min_order_amount && (
-                        <div>
-                          <span className="text-[var(--text-tertiary)]">Mín: </span>
-                          <span className="font-medium text-[var(--text-primary)]">${supplier.min_order_amount}</span>
-                        </div>
                       )}
                     </div>
                     
                     <div className="flex items-center gap-4 text-sm text-[var(--text-secondary)]">
+                      {supplier.phone && (
                         <div className="flex items-center gap-1">
                           <Phone className="w-3 h-3" />
                           <span>{supplier.phone}</span>
                         </div>
+                      )}
+                      {supplier.email && (
                         <div className="flex items-center gap-1">
                           <Mail className="w-3 h-3" />
                           <span>{supplier.email}</span>
                         </div>
+                      )}
                       <div className="flex items-center gap-1">
                         <MapPin className="w-3 h-3" />
                         <span>{supplier.address}</span>
                       </div>
                     </div>
                     
-                    {supplier.notes && (
+                    {supplier.performance_metrics.on_time_delivery_rate > 0 && (
                       <div className="mt-3 p-2 bg-[var(--bg-secondary)] rounded text-sm">
-                        <span className="text-[var(--text-tertiary)]">Notas: </span>
+                        <span className="text-[var(--text-tertiary)]">Rendimiento: </span>
-                        <span className="text-[var(--text-primary)]">{supplier.notes}</span>
+                        <span className="text-[var(--text-primary)]">
+                          {supplier.performance_metrics.on_time_delivery_rate}% entregas a tiempo
+                        </span>
+                        {supplier.performance_metrics.quality_score > 0 && (
+                          <span className="text-[var(--text-primary)]">
+                            , {supplier.performance_metrics.quality_score}/5 calidad
+                          </span>
+                        )}
                       </div>
                     )}
                   </div>
@@ -306,7 +478,24 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
                   <Button
                     size="sm"
                     variant="outline"
-                    onClick={() => setEditingSupplier(supplier)}
+                    onClick={() => {
+                      // Convert backend supplier to form data
+                      const formData: SupplierFormData = {
+                        id: supplier.id,
+                        name: supplier.name,
+                        contact_name: supplier.contact_name || '',
+                        phone: supplier.phone || '',
+                        email: supplier.email || '',
+                        address: supplier.address,
+                        payment_terms: supplier.payment_terms || '30 días',
+                        delivery_terms: supplier.delivery_terms || 'Recoger en tienda',
+                        tax_id: supplier.tax_id || '',
+                        is_active: supplier.is_active
+                      };
+                      setEditingSupplier(formData);
+                      setIsAddingNew(false);
+                    }}
+                    disabled={updating}
                   >
                     <Edit className="w-4 h-4 mr-1" />
                     Editar
@@ -315,13 +504,14 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
                   <Button
                     size="sm"
                     variant="outline"
-                    onClick={() => toggleSupplierStatus(supplier.id)}
+                    onClick={() => toggleSupplierStatus(supplier.id, supplier.is_active)}
-                    className={supplier.status === 'active' 
+                    className={supplier.is_active 
                       ? 'text-[var(--color-warning)] border-[var(--color-warning)] hover:bg-[var(--color-warning)]/10' 
                       : 'text-[var(--color-success)] border-[var(--color-success)] hover:bg-[var(--color-success)]/10'
                     }
+                    disabled={updating}
                   >
-                    {supplier.status === 'active' ? 'Pausar' : 'Activar'}
+                    {supplier.is_active ? 'Pausar' : 'Activar'}
                   </Button>
                   
                   <Button
@@ -329,19 +519,29 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
                     variant="outline"
                     onClick={() => handleDeleteSupplier(supplier.id)}
                     className="text-[var(--color-error)] border-[var(--color-error)] hover:bg-[var(--color-error)]/10"
+                    disabled={deleting === supplier.id}
                   >
+                    {deleting === supplier.id ? (
+                      <Loader className="w-4 h-4 animate-spin" />
+                    ) : (
                       <Trash2 className="w-4 h-4" />
+                    )}
                   </Button>
                 </div>
               </div>
             </Card>
           ))}
         
-        {getFilteredSuppliers().length === 0 && (
+        {getFilteredSuppliers().length === 0 && !loading && (
           <Card className="p-8 text-center">
             <Truck className="w-12 h-12 text-[var(--text-tertiary)] mx-auto mb-4" />
-            <p className="text-[var(--text-secondary)] mb-4">No hay proveedores en esta categoría</p>
+            <p className="text-[var(--text-secondary)] mb-4">
-            <Button onClick={handleAddSupplier}>
+              {filterStatus === 'all' 
+                ? 'No hay proveedores registrados' 
+                : `No hay proveedores ${filterStatus === 'active' ? 'activos' : 'inactivos'}`
+              }
+            </p>
+            <Button onClick={handleAddSupplier} disabled={creating}>
               <Plus className="w-4 h-4 mr-2" />
               Agregar Primer Proveedor
             </Button>
@@ -364,6 +564,8 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
                 setEditingSupplier(null);
                 setIsAddingNew(false);
               }}
+              isCreating={creating}
+              isUpdating={updating}
             />
           </Card>
         </div>
@@ -388,45 +590,37 @@ export const SuppliersStep: React.FC<OnboardingStepProps> = ({
 
 // Component for editing suppliers
 interface SupplierFormProps {
-  supplier: Supplier;
+  supplier: SupplierFormData;
-  onSave: (supplier: Supplier) => void;
+  onSave: (supplier: SupplierFormData) => void;
   onCancel: () => void;
+  isCreating: boolean;
+  isUpdating: boolean;
 }
 
-const SupplierForm: React.FC<SupplierFormProps> = ({ supplier, onSave, onCancel }) => {
+const SupplierForm: React.FC<SupplierFormProps> = ({ 
+  supplier, 
+  onSave, 
+  onCancel, 
+  isCreating, 
+  isUpdating 
+}) => {
   const [formData, setFormData] = useState(supplier);
 
   const handleSubmit = (e: React.FormEvent) => {
     e.preventDefault();
+    
     if (!formData.name.trim()) {
-      alert('El nombre es requerido');
+      alert('El nombre de la empresa es requerido');
       return;
     }
-    if (!formData.contact_person.trim()) {
+    if (!formData.address.trim()) {
-      alert('El contacto es requerido');
+      alert('La dirección es requerida');
       return;
     }
+    
     onSave(formData);
   };
 
-  const toggleCategory = (category: string) => {
-    setFormData(prev => ({
-      ...prev,
-      categories: prev.categories.includes(category)
-        ? prev.categories.filter(c => c !== category)
-        : [...prev.categories, category]
-    }));
-  };
-
-  const toggleDeliveryDay = (day: string) => {
-    setFormData(prev => ({
-      ...prev,
-      delivery_days: prev.delivery_days.includes(day)
-        ? prev.delivery_days.filter(d => d !== day)
-        : [...prev.delivery_days, day]
-    }));
-  };
-
   return (
     <form onSubmit={handleSubmit} className="space-y-4">
       <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
@@ -438,17 +632,19 @@ const SupplierForm: React.FC<SupplierFormProps> = ({ supplier, onSave, onCancel
             value={formData.name}
             onChange={(e) => setFormData(prev => ({ ...prev, name: e.target.value }))}
             placeholder="Molinos del Sur"
+            disabled={isCreating || isUpdating}
           />
         </div>
 
         <div>
           <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
-            Persona de Contacto *
+            Persona de Contacto
           </label>
           <Input
-            value={formData.contact_person}
+            value={formData.contact_name}
-            onChange={(e) => setFormData(prev => ({ ...prev, contact_person: e.target.value }))}
+            onChange={(e) => setFormData(prev => ({ ...prev, contact_name: e.target.value }))}
             placeholder="Juan Pérez"
+            disabled={isCreating || isUpdating}
           />
         </div>
       </div>
@@ -462,6 +658,7 @@ const SupplierForm: React.FC<SupplierFormProps> = ({ supplier, onSave, onCancel
             value={formData.phone}
             onChange={(e) => setFormData(prev => ({ ...prev, phone: e.target.value }))}
             placeholder="+1 555-0123"
+            disabled={isCreating || isUpdating}
           />
         </div>
 
@@ -474,40 +671,23 @@ const SupplierForm: React.FC<SupplierFormProps> = ({ supplier, onSave, onCancel
             value={formData.email}
             onChange={(e) => setFormData(prev => ({ ...prev, email: e.target.value }))}
             placeholder="ventas@proveedor.com"
+            disabled={isCreating || isUpdating}
           />
         </div>
       </div>
 
       <div>
         <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
-          Dirección
+          Dirección *
         </label>
         <Input
           value={formData.address}
           onChange={(e) => setFormData(prev => ({ ...prev, address: e.target.value }))}
           placeholder="Av. Industrial 123, Zona Sur"
+          disabled={isCreating || isUpdating}
         />
       </div>
 
-      <div>
-        <label className="block text-sm font-medium text-[var(--text-primary)] mb-2">
-          Categorías de Productos
-        </label>
-        <div className="grid grid-cols-2 md:grid-cols-3 gap-2">
-          {commonCategories.map(category => (
-            <label key={category} className="flex items-center space-x-2 cursor-pointer">
-              <input
-                type="checkbox"
-                checked={formData.categories.includes(category)}
-                onChange={() => toggleCategory(category)}
-                className="rounded"
-              />
-              <span className="text-sm text-[var(--text-primary)]">{category}</span>
-            </label>
-          ))}
-        </div>
-      </div>
-
       <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
         <div>
           <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
@@ -517,67 +697,74 @@ const SupplierForm: React.FC<SupplierFormProps> = ({ supplier, onSave, onCancel
             value={formData.payment_terms}
             onChange={(e) => setFormData(prev => ({ ...prev, payment_terms: e.target.value }))}
             className="w-full p-2 border border-[var(--border-secondary)] rounded focus:outline-none focus:ring-2 focus:ring-[var(--color-primary)]"
+            disabled={isCreating || isUpdating}
           >
-            <option value="Inmediato">Inmediato</option>
+            {paymentTermsOptions.map(term => (
-            <option value="15 días">15 días</option>
+              <option key={term} value={term}>{term}</option>
-            <option value="30 días">30 días</option>
+            ))}
-            <option value="45 días">45 días</option>
-            <option value="60 días">60 días</option>
           </select>
         </div>
 
         <div>
           <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
-            Pedido Mínimo
+            Términos de Entrega
           </label>
           <Input
-            type="number"
+            value={formData.delivery_terms}
-            value={formData.min_order_amount || ''}
+            onChange={(e) => setFormData(prev => ({ ...prev, delivery_terms: e.target.value }))}
-            onChange={(e) => setFormData(prev => ({ ...prev, min_order_amount: Number(e.target.value) }))}
+            placeholder="Recoger en tienda"
-            placeholder="200"
+            disabled={isCreating || isUpdating}
-            min="0"
           />
         </div>
       </div>
 
-      <div>
-        <label className="block text-sm font-medium text-[var(--text-primary)] mb-2">
-          Días de Entrega
-        </label>
-        <div className="flex flex-wrap gap-2">
-          {daysOfWeek.map(day => (
-            <label key={day} className="flex items-center space-x-2 cursor-pointer">
-              <input
-                type="checkbox"
-                checked={formData.delivery_days.includes(day)}
-                onChange={() => toggleDeliveryDay(day)}
-                className="rounded"
-              />
-              <span className="text-sm text-[var(--text-primary)]">{day}</span>
-            </label>
-          ))}
-        </div>
-      </div>
-
       <div>
         <label className="block text-sm font-medium text-[var(--text-primary)] mb-1">
-          Notas
+          RUT/NIT (Opcional)
         </label>
-        <textarea
+        <Input
-          value={formData.notes || ''}
+          value={formData.tax_id || ''}
-          onChange={(e) => setFormData(prev => ({ ...prev, notes: e.target.value }))}
+          onChange={(e) => setFormData(prev => ({ ...prev, tax_id: e.target.value }))}
-          placeholder="Información adicional sobre el proveedor..."
+          placeholder="12345678-9"
-          className="w-full p-2 border border-[var(--border-secondary)] rounded resize-none focus:outline-none focus:ring-2 focus:ring-[var(--color-primary)]"
+          disabled={isCreating || isUpdating}
-          rows={3}
         />
       </div>
 
+      <div className="flex items-center space-x-2">
+        <input
+          type="checkbox"
+          id="is_active"
+          checked={formData.is_active}
+          onChange={(e) => setFormData(prev => ({ ...prev, is_active: e.target.checked }))}
+          disabled={isCreating || isUpdating}
+          className="rounded"
+        />
+        <label htmlFor="is_active" className="text-sm text-[var(--text-primary)]">
+          Proveedor activo
+        </label>
+      </div>
+
       <div className="flex justify-end space-x-3 pt-4 border-t">
-        <Button type="button" variant="outline" onClick={onCancel}>
+        <Button 
+          type="button" 
+          variant="outline" 
+          onClick={onCancel}
+          disabled={isCreating || isUpdating}
+        >
           Cancelar
         </Button>
-        <Button type="submit">
+        <Button 
-          Guardar Proveedor
+          type="submit"
+          disabled={isCreating || isUpdating}
+        >
+          {isCreating || isUpdating ? (
+            <>
+              <Loader className="w-4 h-4 mr-2 animate-spin" />
+              {isCreating ? 'Creando...' : 'Actualizando...'}
+            </>
+          ) : (
+            'Guardar Proveedor'
+          )}
         </Button>
       </div>
     </form>

frontend/src/services/api/auth.service.ts

@@ -1,85 +1,17 @@
 import { apiClient, ApiResponse } from './client';
-
+import {
-// Request/Response Types based on backend schemas
+  UserRegistration,
-export interface UserRegistration {
+  UserLogin,
-  email: string;
+  UserData,
-  password: string;
+  TokenResponse,
-  full_name: string;
+  RefreshTokenRequest,
-  tenant_name?: string;
+  PasswordChange,
-  role?: 'user' | 'admin' | 'manager';
+  PasswordReset,
-}
+  PasswordResetConfirm,
-
+  TokenVerification,
-export interface UserLogin {
+  UserResponse,
-  email: string;
+  UserUpdate
-  password: string;
+} from '../../types/auth.types';
-}
-
-export interface UserData {
-  id: string;
-  email: string;
-  full_name: string;
-  is_active: boolean;
-  is_verified: boolean;
-  created_at: string;
-  tenant_id?: string;
-  role?: string;
-}
-
-export interface TokenResponse {
-  access_token: string;
-  refresh_token?: string;
-  token_type: string;
-  expires_in: number;
-  user?: UserData;
-}
-
-export interface RefreshTokenRequest {
-  refresh_token: string;
-}
-
-export interface PasswordChange {
-  current_password: string;
-  new_password: string;
-}
-
-export interface PasswordReset {
-  email: string;
-}
-
-export interface PasswordResetConfirm {
-  token: string;
-  new_password: string;
-}
-
-export interface TokenVerification {
-  valid: boolean;
-  user_id?: string;
-  email?: string;
-  exp?: number;
-  message?: string;
-}
-
-export interface UserResponse {
-  id: string;
-  email: string;
-  full_name: string;
-  is_active: boolean;
-  is_verified: boolean;
-  created_at: string;
-  last_login?: string;
-  phone?: string;
-  language?: string;
-  timezone?: string;
-  tenant_id?: string;
-  role?: string;
-}
-
-export interface UserUpdate {
-  full_name?: string;
-  phone?: string;
-  language?: string;
-  timezone?: string;
-}
 
 class AuthService {
   private readonly baseUrl = '/auth';

frontend/src/services/api/client.ts

@@ -1,4 +1,5 @@
 import axios, { AxiosInstance, AxiosResponse, AxiosError, InternalAxiosRequestConfig } from 'axios';
+import { ApiResponse, ApiError } from '../../types/api.types';
 
 // Utility functions to access auth and tenant store data from localStorage
 const getAuthData = () => {
@@ -27,22 +28,13 @@ const clearAuthData = () => {
   localStorage.removeItem('auth-storage');
 };
 
-export interface ApiResponse<T = any> {
+// Client-specific error interface
-  data: T;
+interface ClientError {
   success: boolean;
-  message?: string;
+  error: {
-  error?: string;
-}
-
-export interface ErrorDetail {
     message: string;
     code?: string;
-  field?: string;
+  };
-}
-
-export interface ApiError {
-  success: boolean;
-  error: ErrorDetail;
   timestamp: string;
 }
 
@@ -116,7 +108,7 @@ class ApiClient {
 
         // Handle network errors
         if (!error.response) {
-          const networkError: ApiError = {
+          const networkError: ClientError = {
             success: false,
             error: {
               message: 'Network error - please check your connection',

frontend/src/services/api/data.service.ts

@@ -1,67 +1,27 @@
 import { apiClient, ApiResponse } from './client';
-
+import {
-// External data types
+  WeatherData,
-export interface WeatherData {
+  WeatherDataParams,
-  id: string;
+  TrafficData,
-  tenant_id: string;
+  TrafficDataParams,
-  location_id: string;
+  TrafficPatternsParams,
-  date: string;
+  TrafficPattern,
-  temperature_avg: number;
+  EventData,
-  temperature_min: number;
+  EventsParams,
-  temperature_max: number;
+  CustomEventCreate,
-  humidity: number;
+  LocationConfig,
-  precipitation: number;
+  LocationCreate,
-  wind_speed: number;
+  ExternalFactorsImpact,
-  condition: string;
+  ExternalFactorsParams,
-  description: string;
+  DataQualityReport,
-  created_at: string;
+  DataSettings,
-}
+  DataSettingsUpdate,
-
+  RefreshDataResponse,
-export interface TrafficData {
+  DeleteResponse,
-  id: string;
+  WeatherCondition,
-  tenant_id: string;
+  EventType,
-  location_id: string;
+  RefreshInterval
-  date: string;
+} from '../../types/data.types';
-  hour: number;
-  traffic_level: number;
-  congestion_index: number;
-  average_speed: number;
-  incident_count: number;
-  created_at: string;
-}
-
-export interface EventData {
-  id: string;
-  tenant_id: string;
-  location_id: string;
-  event_name: string;
-  event_type: string;
-  start_date: string;
-  end_date: string;
-  expected_attendance?: number;
-  impact_radius_km?: number;
-  impact_score: number;
-  created_at: string;
-}
-
-export interface LocationConfig {
-  id: string;
-  tenant_id: string;
-  name: string;
-  latitude: number;
-  longitude: number;
-  address: string;
-  city: string;
-  country: string;
-  is_primary: boolean;
-  data_sources: {
-    weather_enabled: boolean;
-    traffic_enabled: boolean;
-    events_enabled: boolean;
-  };
-  created_at: string;
-  updated_at: string;
-}
 
 class DataService {
   private readonly baseUrl = '/data';
@@ -75,16 +35,7 @@ class DataService {
     return apiClient.get(`${this.baseUrl}/locations/${locationId}`);
   }
 
-  async createLocation(locationData: {
+  async createLocation(locationData: LocationCreate): Promise<ApiResponse<LocationConfig>> {
-    name: string;
-    latitude: number;
-    longitude: number;
-    address: string;
-    city: string;
-    country?: string;
-    is_primary?: boolean;
-    data_sources?: LocationConfig['data_sources'];
-  }): Promise<ApiResponse<LocationConfig>> {
     return apiClient.post(`${this.baseUrl}/locations`, locationData);
   }
 
@@ -92,18 +43,12 @@ class DataService {
     return apiClient.put(`${this.baseUrl}/locations/${locationId}`, locationData);
   }
 
-  async deleteLocation(locationId: string): Promise<ApiResponse<{ message: string }>> {
+  async deleteLocation(locationId: string): Promise<ApiResponse<DeleteResponse>> {
     return apiClient.delete(`${this.baseUrl}/locations/${locationId}`);
   }
 
   // Weather data
-  async getWeatherData(params?: {
+  async getWeatherData(params?: WeatherDataParams): Promise<ApiResponse<{ items: WeatherData[]; total: number; page: number; size: number; pages: number }>> {
-    location_id?: string;
-    start_date?: string;
-    end_date?: string;
-    page?: number;
-    size?: number;
-  }): Promise<ApiResponse<{ items: WeatherData[]; total: number; page: number; size: number; pages: number }>> {
     const queryParams = new URLSearchParams();
     
     if (params) {
@@ -129,7 +74,7 @@ class DataService {
     return apiClient.get(`${this.baseUrl}/weather/forecast/${locationId}?days=${days}`);
   }
 
-  async refreshWeatherData(locationId?: string): Promise<ApiResponse<{ message: string; updated_records: number }>> {
+  async refreshWeatherData(locationId?: string): Promise<ApiResponse<RefreshDataResponse>> {
     const url = locationId 
       ? `${this.baseUrl}/weather/refresh/${locationId}`
       : `${this.baseUrl}/weather/refresh`;
@@ -138,14 +83,7 @@ class DataService {
   }
 
   // Traffic data
-  async getTrafficData(params?: {
+  async getTrafficData(params?: TrafficDataParams): Promise<ApiResponse<{ items: TrafficData[]; total: number; page: number; size: number; pages: number }>> {
-    location_id?: string;
-    start_date?: string;
-    end_date?: string;
-    hour?: number;
-    page?: number;
-    size?: number;
-  }): Promise<ApiResponse<{ items: TrafficData[]; total: number; page: number; size: number; pages: number }>> {
     const queryParams = new URLSearchParams();
     
     if (params) {
@@ -167,15 +105,7 @@ class DataService {
     return apiClient.get(`${this.baseUrl}/traffic/current/${locationId}`);
   }
 
-  async getTrafficPatterns(locationId: string, params?: {
+  async getTrafficPatterns(locationId: string, params?: TrafficPatternsParams): Promise<ApiResponse<TrafficPattern[]>> {
-    days_back?: number;
-    granularity?: 'hourly' | 'daily';
-  }): Promise<ApiResponse<Array<{
-    period: string;
-    average_traffic_level: number;
-    peak_hours: number[];
-    congestion_patterns: Record<string, number>;
-  }>>> {
     const queryParams = new URLSearchParams();
     
     if (params) {
@@ -193,7 +123,7 @@ class DataService {
     return apiClient.get(url);
   }
 
-  async refreshTrafficData(locationId?: string): Promise<ApiResponse<{ message: string; updated_records: number }>> {
+  async refreshTrafficData(locationId?: string): Promise<ApiResponse<RefreshDataResponse>> {
     const url = locationId 
       ? `${this.baseUrl}/traffic/refresh/${locationId}`
       : `${this.baseUrl}/traffic/refresh`;
@@ -202,14 +132,7 @@ class DataService {
   }
 
   // Events data
-  async getEvents(params?: {
+  async getEvents(params?: EventsParams): Promise<ApiResponse<{ items: EventData[]; total: number; page: number; size: number; pages: number }>> {
-    location_id?: string;
-    start_date?: string;
-    end_date?: string;
-    event_type?: string;
-    page?: number;
-    size?: number;
-  }): Promise<ApiResponse<{ items: EventData[]; total: number; page: number; size: number; pages: number }>> {
     const queryParams = new URLSearchParams();
     
     if (params) {
@@ -231,16 +154,7 @@ class DataService {
     return apiClient.get(`${this.baseUrl}/events/upcoming/${locationId}?days=${days}`);
   }
 
-  async createCustomEvent(eventData: {
+  async createCustomEvent(eventData: CustomEventCreate): Promise<ApiResponse<EventData>> {
-    location_id: string;
-    event_name: string;
-    event_type: string;
-    start_date: string;
-    end_date: string;
-    expected_attendance?: number;
-    impact_radius_km?: number;
-    impact_score?: number;
-  }): Promise<ApiResponse<EventData>> {
     return apiClient.post(`${this.baseUrl}/events`, eventData);
   }
 
@@ -248,11 +162,11 @@ class DataService {
     return apiClient.put(`${this.baseUrl}/events/${eventId}`, eventData);
   }
 
-  async deleteEvent(eventId: string): Promise<ApiResponse<{ message: string }>> {
+  async deleteEvent(eventId: string): Promise<ApiResponse<DeleteResponse>> {
     return apiClient.delete(`${this.baseUrl}/events/${eventId}`);
   }
 
-  async refreshEventsData(locationId?: string): Promise<ApiResponse<{ message: string; updated_records: number }>> {
+  async refreshEventsData(locationId?: string): Promise<ApiResponse<RefreshDataResponse>> {
     const url = locationId 
       ? `${this.baseUrl}/events/refresh/${locationId}`
       : `${this.baseUrl}/events/refresh`;
@@ -261,27 +175,7 @@ class DataService {
   }
 
   // Combined analytics
-  async getExternalFactorsImpact(params?: {
+  async getExternalFactorsImpact(params?: ExternalFactorsParams): Promise<ApiResponse<ExternalFactorsImpact>> {
-    location_id?: string;
-    start_date?: string;
-    end_date?: string;
-  }): Promise<ApiResponse<{
-    weather_impact: {
-      temperature_correlation: number;
-      precipitation_impact: number;
-      most_favorable_conditions: string;
-    };
-    traffic_impact: {
-      congestion_correlation: number;
-      peak_traffic_effect: number;
-      optimal_traffic_levels: number[];
-    };
-    events_impact: {
-      positive_events: EventData[];
-      negative_events: EventData[];
-      average_event_boost: number;
-    };
-  }>> {
     const queryParams = new URLSearchParams();
     
     if (params) {
@@ -299,64 +193,21 @@ class DataService {
     return apiClient.get(url);
   }
 
-  async getDataQualityReport(): Promise<ApiResponse<{
+  async getDataQualityReport(): Promise<ApiResponse<DataQualityReport>> {
-    overall_score: number;
-    data_sources: Array<{
-      source: 'weather' | 'traffic' | 'events';
-      completeness: number;
-      freshness_hours: number;
-      reliability_score: number;
-      last_update: string;
-    }>;
-    recommendations: Array<{
-      priority: 'high' | 'medium' | 'low';
-      message: string;
-      action: string;
-    }>;
-  }>> {
     return apiClient.get(`${this.baseUrl}/quality-report`);
   }
 
   // Data configuration
-  async getDataSettings(): Promise<ApiResponse<{
+  async getDataSettings(): Promise<ApiResponse<DataSettings>> {
-    auto_refresh_enabled: boolean;
-    refresh_intervals: {
-      weather_minutes: number;
-      traffic_minutes: number;
-      events_hours: number;
-    };
-    data_retention_days: {
-      weather: number;
-      traffic: number;
-      events: number;
-    };
-    external_apis: {
-      weather_provider: string;
-      traffic_provider: string;
-      events_provider: string;
-    };
-  }>> {
     return apiClient.get(`${this.baseUrl}/settings`);
   }
 
-  async updateDataSettings(settings: {
+  async updateDataSettings(settings: DataSettingsUpdate): Promise<ApiResponse<DataSettings>> {
-    auto_refresh_enabled?: boolean;
-    refresh_intervals?: {
-      weather_minutes?: number;
-      traffic_minutes?: number;
-      events_hours?: number;
-    };
-    data_retention_days?: {
-      weather?: number;
-      traffic?: number;
-      events?: number;
-    };
-  }): Promise<ApiResponse<any>> {
     return apiClient.put(`${this.baseUrl}/settings`, settings);
   }
 
   // Utility methods
-  getWeatherConditions(): { value: string; label: string; impact: 'positive' | 'negative' | 'neutral' }[] {
+  getWeatherConditions(): WeatherCondition[] {
     return [
       { value: 'sunny', label: 'Sunny', impact: 'positive' },
       { value: 'cloudy', label: 'Cloudy', impact: 'neutral' },
@@ -367,7 +218,7 @@ class DataService {
     ];
   }
 
-  getEventTypes(): { value: string; label: string; typical_impact: 'positive' | 'negative' | 'neutral' }[] {
+  getEventTypes(): EventType[] {
     return [
       { value: 'festival', label: 'Festival', typical_impact: 'positive' },
       { value: 'concert', label: 'Concert', typical_impact: 'positive' },
@@ -380,7 +231,7 @@ class DataService {
     ];
   }
 
-  getRefreshIntervals(): { value: number; label: string; suitable_for: string[] }[] {
+  getRefreshIntervals(): RefreshInterval[] {
     return [
       { value: 5, label: '5 minutes', suitable_for: ['traffic'] },
       { value: 15, label: '15 minutes', suitable_for: ['traffic'] },

frontend/src/services/api/forecasting.service.ts

@@ -1,68 +1,10 @@
 import { apiClient, ApiResponse } from './client';
-
+import {
-// Request/Response Types
+  ForecastRequest,
-export interface ForecastRequest {
+  ForecastResponse,
-  product_name: string;
+  PredictionBatch,
-  days_ahead: number;
+  ModelPerformance
-  start_date?: string;
+} from '../../types/forecasting.types';
-  include_confidence_intervals?: boolean;
-  external_factors?: {
-    weather?: string[];
-    events?: string[];
-    holidays?: boolean;
-  };
-}
-
-export interface ForecastResponse {
-  id: string;
-  tenant_id: string;
-  product_name: string;
-  forecast_date: string;
-  predicted_demand: number;
-  confidence_lower: number;
-  confidence_upper: number;
-  confidence_level: number;
-  external_factors: Record<string, any>;
-  model_version: string;
-  created_at: string;
-  actual_demand?: number;
-  accuracy_score?: number;
-}
-
-export interface PredictionBatch {
-  id: string;
-  tenant_id: string;
-  name: string;
-  description?: string;
-  parameters: Record<string, any>;
-  status: 'pending' | 'processing' | 'completed' | 'failed';
-  progress: number;
-  total_predictions: number;
-  completed_predictions: number;
-  failed_predictions: number;
-  created_at: string;
-  completed_at?: string;
-  error_message?: string;
-}
-
-export interface ModelPerformance {
-  model_id: string;
-  model_name: string;
-  version: string;
-  accuracy_metrics: {
-    mape: number; // Mean Absolute Percentage Error
-    rmse: number; // Root Mean Square Error
-    mae: number;  // Mean Absolute Error
-    r2_score: number;
-  };
-  training_data_period: {
-    start_date: string;
-    end_date: string;
-    total_records: number;
-  };
-  last_training_date: string;
-  performance_trend: 'improving' | 'stable' | 'declining';
-}
 
 class ForecastingService {
   private readonly baseUrl = '/forecasting';

frontend/src/services/api/inventory.service.ts

@@ -1,35 +1,20 @@
-import { apiClient, ApiResponse } from './client';
+import { apiClient } from './client';
+import { ApiResponse } from '../../types/api.types';
+import {
+  UnitOfMeasure,
+  ProductType,
+  StockMovementType,
+  Ingredient,
+  Stock,
+  StockMovement,
+  StockAlert,
+  InventorySummary,
+  StockLevelSummary
+} from '../../types/inventory.types';
+import { PaginatedResponse } from '../../types/api.types';
 
-// Enums
+// Service-specific types for Create/Update operations
-export enum UnitOfMeasure {
+interface IngredientCreate {
-  KILOGRAM = 'kg',
-  GRAM = 'g',
-  LITER = 'l',
-  MILLILITER = 'ml',
-  PIECE = 'piece',
-  PACKAGE = 'package',
-  BAG = 'bag',
-  BOX = 'box',
-  DOZEN = 'dozen',
-}
-
-export enum ProductType {
-  INGREDIENT = 'ingredient',
-  FINISHED_PRODUCT = 'finished_product',
-}
-
-export enum StockMovementType {
-  PURCHASE = 'purchase',
-  SALE = 'sale',
-  USAGE = 'usage',
-  WASTE = 'waste',
-  ADJUSTMENT = 'adjustment',
-  TRANSFER = 'transfer',
-  RETURN = 'return',
-}
-
-// Request/Response Types
-export interface IngredientCreate {
   name: string;
   product_type?: ProductType;
   sku?: string;
@@ -57,74 +42,11 @@ export interface IngredientCreate {
   allergen_info?: Record<string, any>;
 }
 
-export interface IngredientUpdate {
+interface IngredientUpdate extends Partial<IngredientCreate> {
-  name?: string;
-  product_type?: ProductType;
-  sku?: string;
-  barcode?: string;
-  category?: string;
-  subcategory?: string;
-  description?: string;
-  brand?: string;
-  unit_of_measure?: UnitOfMeasure;
-  package_size?: number;
-  average_cost?: number;
-  standard_cost?: number;
-  low_stock_threshold?: number;
-  reorder_point?: number;
-  reorder_quantity?: number;
-  max_stock_level?: number;
-  requires_refrigeration?: boolean;
-  requires_freezing?: boolean;
-  storage_temperature_min?: number;
-  storage_temperature_max?: number;
-  storage_humidity_max?: number;
-  shelf_life_days?: number;
-  storage_instructions?: string;
   is_active?: boolean;
-  is_perishable?: boolean;
-  allergen_info?: Record<string, any>;
 }
 
-export interface IngredientResponse {
+interface StockCreate {
-  id: string;
-  tenant_id: string;
-  name: string;
-  product_type: ProductType;
-  sku?: string;
-  barcode?: string;
-  category?: string;
-  subcategory?: string;
-  description?: string;
-  brand?: string;
-  unit_of_measure: UnitOfMeasure;
-  package_size?: number;
-  average_cost?: number;
-  last_purchase_price?: number;
-  standard_cost?: number;
-  low_stock_threshold: number;
-  reorder_point: number;
-  reorder_quantity: number;
-  max_stock_level?: number;
-  requires_refrigeration: boolean;
-  requires_freezing: boolean;
-  storage_temperature_min?: number;
-  storage_temperature_max?: number;
-  storage_humidity_max?: number;
-  shelf_life_days?: number;
-  storage_instructions?: string;
-  is_active: boolean;
-  is_perishable: boolean;
-  allergen_info?: Record<string, any>;
-  created_at: string;
-  updated_at: string;
-  created_by?: string;
-  current_stock?: number;
-  is_low_stock?: boolean;
-  needs_reorder?: boolean;
-}
-
-export interface StockCreate {
   ingredient_id: string;
   batch_number?: string;
   lot_number?: string;
@@ -140,50 +62,12 @@ export interface StockCreate {
   quality_status?: string;
 }
 
-export interface StockUpdate {
+interface StockUpdate extends Partial<StockCreate> {
-  batch_number?: string;
-  lot_number?: string;
-  supplier_batch_ref?: string;
-  current_quantity?: number;
   reserved_quantity?: number;
-  received_date?: string;
-  expiration_date?: string;
-  best_before_date?: string;
-  unit_cost?: number;
-  storage_location?: string;
-  warehouse_zone?: string;
-  shelf_position?: string;
   is_available?: boolean;
-  quality_status?: string;
 }
 
-export interface StockResponse {
+interface StockMovementCreate {
-  id: string;
-  tenant_id: string;
-  ingredient_id: string;
-  batch_number?: string;
-  lot_number?: string;
-  supplier_batch_ref?: string;
-  current_quantity: number;
-  reserved_quantity: number;
-  available_quantity: number;
-  received_date?: string;
-  expiration_date?: string;
-  best_before_date?: string;
-  unit_cost?: number;
-  total_cost?: number;
-  storage_location?: string;
-  warehouse_zone?: string;
-  shelf_position?: string;
-  is_available: boolean;
-  is_expired: boolean;
-  quality_status: string;
-  created_at: string;
-  updated_at: string;
-  ingredient?: IngredientResponse;
-}
-
-export interface StockMovementCreate {
   ingredient_id: string;
   stock_id?: string;
   movement_type: StockMovementType;
@@ -196,107 +80,11 @@ export interface StockMovementCreate {
   movement_date?: string;
 }
 
-export interface StockMovementResponse {
+// Type aliases for response consistency
-  id: string;
+type IngredientResponse = Ingredient;
-  tenant_id: string;
+type StockResponse = Stock;
-  ingredient_id: string;
+type StockMovementResponse = StockMovement;
-  stock_id?: string;
+type StockAlertResponse = StockAlert;
-  movement_type: StockMovementType;
-  quantity: number;
-  unit_cost?: number;
-  total_cost?: number;
-  quantity_before?: number;
-  quantity_after?: number;
-  reference_number?: string;
-  supplier_id?: string;
-  notes?: string;
-  reason_code?: string;
-  movement_date: string;
-  created_at: string;
-  created_by?: string;
-  ingredient?: IngredientResponse;
-}
-
-export interface StockAlertResponse {
-  id: string;
-  tenant_id: string;
-  ingredient_id: string;
-  stock_id?: string;
-  alert_type: string;
-  severity: string;
-  title: string;
-  message: string;
-  current_quantity?: number;
-  threshold_value?: number;
-  expiration_date?: string;
-  is_active: boolean;
-  is_acknowledged: boolean;
-  acknowledged_by?: string;
-  acknowledged_at?: string;
-  is_resolved: boolean;
-  resolved_by?: string;
-  resolved_at?: string;
-  resolution_notes?: string;
-  created_at: string;
-  updated_at: string;
-  ingredient?: IngredientResponse;
-}
-
-export interface InventorySummary {
-  total_ingredients: number;
-  total_stock_value: number;
-  low_stock_alerts: number;
-  expiring_soon_items: number;
-  expired_items: number;
-  out_of_stock_items: number;
-  stock_by_category: Record<string, Record<string, any>>;
-  recent_movements: number;
-  recent_purchases: number;
-  recent_waste: number;
-}
-
-export interface StockLevelSummary {
-  ingredient_id: string;
-  ingredient_name: string;
-  unit_of_measure: string;
-  total_quantity: number;
-  available_quantity: number;
-  reserved_quantity: number;
-  is_low_stock: boolean;
-  needs_reorder: boolean;
-  has_expired_stock: boolean;
-  total_batches: number;
-  oldest_batch_date?: string;
-  newest_batch_date?: string;
-  next_expiration_date?: string;
-  average_unit_cost?: number;
-  total_stock_value?: number;
-}
-
-export interface PaginatedResponse<T> {
-  items: T[];
-  total: number;
-  page: number;
-  size: number;
-  pages: number;
-}
-
-export interface InventoryFilter {
-  category?: string;
-  is_active?: boolean;
-  is_low_stock?: boolean;
-  needs_reorder?: boolean;
-  search?: string;
-}
-
-export interface StockFilter {
-  ingredient_id?: string;
-  is_available?: boolean;
-  is_expired?: boolean;
-  expiring_within_days?: number;
-  storage_location?: string;
-  quality_status?: string;
-}
 
 class InventoryService {
   private readonly baseUrl = '/inventory';

frontend/src/services/api/onboarding.service.ts

@@ -88,6 +88,7 @@ class OnboardingApiService {
 
   /**
    * Step 1: Validate uploaded file and extract unique products
+   * Now uses Sales Service directly
    */
   async validateOnboardingFile(
     tenantId: string,
@@ -98,7 +99,7 @@ class OnboardingApiService {
       formData.append('file', file);
 
       const response = await apiClient.post<OnboardingFileValidationResponse>(
-        `${this.basePath}/${tenantId}/onboarding/validate-file`,
+        `${this.salesBasePath}/${tenantId}/sales/import/validate`,
         formData,
         {
           headers: {
@@ -120,6 +121,7 @@ class OnboardingApiService {
 
   /**
    * Step 2: Generate AI-powered inventory suggestions
+   * Now uses Inventory Service directly
    */
   async generateInventorySuggestions(
     tenantId: string,
@@ -127,18 +129,24 @@ class OnboardingApiService {
     productList: string[]
   ): Promise<ProductSuggestionsResponse> {
     try {
-      const formData = new FormData();
+      if (!productList || !Array.isArray(productList) || productList.length === 0) {
-      formData.append('file', file);
+        throw new Error('Product list is empty or invalid');
-      formData.append('product_list', JSON.stringify(productList));
+      }
+
+      // Transform product list into the expected format for BatchClassificationRequest
+      const products = productList.map(productName => ({
+        product_name: productName,
+        // sales_volume is optional, omit it if we don't have the data
+        sales_data: {} // Additional context can be added later
+      }));
+
+      const requestData = {
+        products: products
+      };
 
       const response = await apiClient.post<ProductSuggestionsResponse>(
-        `${this.basePath}/${tenantId}/onboarding/generate-suggestions`,
+        `${this.basePath}/${tenantId}/inventory/classify-products-batch`,
-        formData,
+        requestData
-        {
-          headers: {
-            'Content-Type': 'multipart/form-data',
-          },
-        }
       );
 
       if (!response.success) {
@@ -154,34 +162,56 @@ class OnboardingApiService {
 
   /**
    * Step 3: Create inventory items from approved suggestions
+   * Now uses Inventory Service directly
    */
   async createInventoryFromSuggestions(
     tenantId: string,
     approvedSuggestions: any[]
   ): Promise<InventoryCreationResponse> {
     try {
-      const response = await apiClient.post<InventoryCreationResponse>(
+      const createdItems: any[] = [];
-        `${this.basePath}/${tenantId}/onboarding/create-inventory`,
+      const failedItems: any[] = [];
-        {
+      const inventoryMapping: { [productName: string]: string } = {};
-          suggestions: approvedSuggestions
+
-        }
+      // Create inventory items one by one using inventory service
+      for (const suggestion of approvedSuggestions) {
+        try {
+          const ingredientData = {
+            name: suggestion.suggested_name,
+            category: suggestion.category,
+            unit_of_measure: suggestion.unit_of_measure,
+            shelf_life_days: suggestion.estimated_shelf_life_days,
+            requires_refrigeration: suggestion.requires_refrigeration,
+            requires_freezing: suggestion.requires_freezing,
+            is_seasonal: suggestion.is_seasonal,
+            product_type: suggestion.product_type
+          };
+
+          const response = await apiClient.post<any>(
+            `${this.basePath}/${tenantId}/ingredients`,
+            ingredientData
           );
 
-      if (!response.success) {
+          if (response.success) {
-        throw new Error(`Inventory creation failed: ${response.error || 'Unknown error'}`);
+            createdItems.push(response.data);
+            inventoryMapping[suggestion.original_name] = response.data.id;
+          } else {
+            failedItems.push({ suggestion, error: response.error });
+          }
+        } catch (error) {
+          failedItems.push({ suggestion, error: error.message });
+        }
       }
 
-      // Create inventory mapping if not provided
+      const result = {
-      if (!response.data.inventory_mapping) {
+        created_items: createdItems,
-        response.data.inventory_mapping = {};
+        failed_items: failedItems,
-        response.data.created_items.forEach((item, index) => {
+        total_approved: approvedSuggestions.length,
-          if (approvedSuggestions[index]) {
+        success_rate: createdItems.length / approvedSuggestions.length,
-            response.data.inventory_mapping![approvedSuggestions[index].original_name] = item.id;
+        inventory_mapping: inventoryMapping
-          }
+      };
-        });
-      }
 
-      return response.data;
+      return result;
     } catch (error) {
       console.error('Inventory creation failed:', error);
       throw error;
@@ -190,6 +220,7 @@ class OnboardingApiService {
 
   /**
    * Step 4: Import sales data with inventory mapping
+   * Now uses Sales Service directly with validation first
    */
   async importSalesWithInventory(
     tenantId: string,
@@ -197,12 +228,16 @@ class OnboardingApiService {
     inventoryMapping: { [productName: string]: string }
   ): Promise<SalesImportResponse> {
     try {
+      // First validate the file with inventory mapping
+      await this.validateSalesData(tenantId, file);
+
+      // Then import the sales data
       const formData = new FormData();
       formData.append('file', file);
-      formData.append('inventory_mapping', JSON.stringify(inventoryMapping));
+      formData.append('update_existing', 'true');
       
       const response = await apiClient.post<SalesImportResponse>(
-        `${this.basePath}/${tenantId}/onboarding/import-sales`,
+        `${this.salesBasePath}/${tenantId}/sales/import`,
         formData,
         {
           headers: {
@@ -224,25 +259,80 @@ class OnboardingApiService {
 
   /**
    * Get business model specific recommendations
+   * Returns static recommendations since orchestration is removed
    */
   async getBusinessModelGuide(
     tenantId: string,
     model: 'production' | 'retail' | 'hybrid'
   ): Promise<BusinessModelGuide> {
-    try {
+    // Return static business model guides since we removed orchestration
-      const response = await apiClient.get<BusinessModelGuide>(
+    const guides = {
-        `${this.basePath}/${tenantId}/onboarding/business-model-guide?model=${model}`
+      production: {
-      );
+        title: 'Production Bakery Setup',
-
+        description: 'Your bakery focuses on creating products from raw ingredients.',
-      if (!response.success) {
+        next_steps: [
-        throw new Error(`Failed to get business model guide: ${response.error || 'Unknown error'}`);
+          'Set up ingredient inventory management',
+          'Configure recipe management',
+          'Set up production planning',
+          'Implement quality control processes'
+        ],
+        recommended_features: [
+          'Inventory tracking for raw ingredients',
+          'Recipe costing and management',
+          'Production scheduling',
+          'Supplier management'
+        ],
+        sample_workflows: [
+          'Daily production planning based on demand forecasts',
+          'Inventory reordering based on production schedules',
+          'Quality control checkpoints during production'
+        ]
+      },
+      retail: {
+        title: 'Retail Bakery Setup',
+        description: 'Your bakery focuses on selling finished products to customers.',
+        next_steps: [
+          'Set up finished product inventory',
+          'Configure point-of-sale integration',
+          'Set up customer management',
+          'Implement sales analytics'
+        ],
+        recommended_features: [
+          'Finished product inventory tracking',
+          'Sales analytics and reporting',
+          'Customer loyalty programs',
+          'Promotional campaign management'
+        ],
+        sample_workflows: [
+          'Daily sales reporting and analysis',
+          'Inventory reordering based on sales velocity',
+          'Customer engagement and retention campaigns'
+        ]
+      },
+      hybrid: {
+        title: 'Hybrid Bakery Setup',
+        description: 'Your bakery combines production and retail operations.',
+        next_steps: [
+          'Set up both ingredient and finished product inventory',
+          'Configure production-to-retail workflows',
+          'Set up integrated analytics',
+          'Implement comprehensive supplier management'
+        ],
+        recommended_features: [
+          'Dual inventory management system',
+          'Production-to-sales analytics',
+          'Integrated supplier and customer management',
+          'Cross-channel reporting'
+        ],
+        sample_workflows: [
+          'Production planning based on both wholesale and retail demand',
+          'Integrated inventory management across production and retail',
+          'Comprehensive business intelligence and reporting'
+        ]
       }
+    };
 
-      return response.data;
+    return guides[model] || guides.hybrid;
-    } catch (error) {
-      console.error('Failed to get business model guide:', error);
-      throw error;
-    }
   }
 
   /**
@@ -366,14 +456,18 @@ class OnboardingApiService {
 
   /**
    * Utility: Check if a tenant has completed onboarding
+   * Uses Auth Service for user progress tracking
    */
   async checkOnboardingStatus(tenantId: string): Promise<{ completed: boolean; steps_completed: string[] }> {
     try {
       const response = await apiClient.get<any>(
-        `${this.basePath}/${tenantId}/onboarding/status`
+        '/me/onboarding/progress'
       );
 
-      return response.data || { completed: false, steps_completed: [] };
+      return {
+        completed: response.data?.onboarding_completed || false,
+        steps_completed: response.data?.completed_steps || []
+      };
     } catch (error) {
       console.warn('Could not check onboarding status:', error);
       return { completed: false, steps_completed: [] };
@@ -382,11 +476,12 @@ class OnboardingApiService {
 
   /**
    * Utility: Mark onboarding as complete
+   * Uses Auth Service for user progress tracking
    */
   async completeOnboarding(tenantId: string, metadata?: any): Promise<void> {
     try {
       await apiClient.post(
-        `${this.basePath}/${tenantId}/onboarding/complete`,
+        '/me/onboarding/complete',
         { metadata }
       );
     } catch (error) {
@@ -394,6 +489,7 @@ class OnboardingApiService {
       // Don't throw error, this is not critical
     }
   }
+
 }
 
 export const onboardingApiService = new OnboardingApiService();

frontend/src/services/api/orders.service.ts

@@ -1,134 +1,25 @@
-import { apiClient, ApiResponse } from './client';
+import { apiClient } from './client';
-
+import { ApiResponse } from '../../types/api.types';
-// Enums
+import {
-export enum OrderStatus {
+  OrderStatus,
-  PENDING = 'pending',
+  OrderType,
-  CONFIRMED = 'confirmed',
+  OrderItem,
-  IN_PREPARATION = 'in_preparation',
+  OrderCreate,
-  READY = 'ready',
+  OrderUpdate,
-  DELIVERED = 'delivered',
+  OrderResponse,
-  CANCELLED = 'cancelled',
+  Customer,
-}
+  OrderAnalytics,
-
+  OrderFilters,
-export enum OrderType {
+  CustomerFilters,
-  DINE_IN = 'dine_in',
+  OrderTrendsParams,
-  TAKEAWAY = 'takeaway',
+  OrderTrendData
-  DELIVERY = 'delivery',
+} from '../../types/orders.types';
-  CATERING = 'catering',
-}
-
-// Request/Response Types
-export interface OrderItem {
-  product_id?: string;
-  product_name: string;
-  quantity: number;
-  unit_price: number;
-  total_price: number;
-  notes?: string;
-  customizations?: Record<string, any>;
-}
-
-export interface OrderCreate {
-  customer_id?: string;
-  customer_name: string;
-  customer_email?: string;
-  customer_phone?: string;
-  order_type: OrderType;
-  items: OrderItem[];
-  special_instructions?: string;
-  delivery_address?: string;
-  delivery_date?: string;
-  delivery_time?: string;
-  payment_method?: string;
-}
-
-export interface OrderUpdate {
-  status?: OrderStatus;
-  customer_name?: string;
-  customer_email?: string;
-  customer_phone?: string;
-  special_instructions?: string;
-  delivery_address?: string;
-  delivery_date?: string;
-  delivery_time?: string;
-  estimated_completion_time?: string;
-  actual_completion_time?: string;
-}
-
-export interface OrderResponse {
-  id: string;
-  tenant_id: string;
-  order_number: string;
-  customer_id?: string;
-  customer_name: string;
-  customer_email?: string;
-  customer_phone?: string;
-  order_type: OrderType;
-  status: OrderStatus;
-  items: OrderItem[];
-  subtotal: number;
-  tax_amount: number;
-  discount_amount: number;
-  total_amount: number;
-  special_instructions?: string;
-  delivery_address?: string;
-  delivery_date?: string;
-  delivery_time?: string;
-  estimated_completion_time?: string;
-  actual_completion_time?: string;
-  payment_method?: string;
-  payment_status?: string;
-  created_at: string;
-  updated_at: string;
-  created_by?: string;
-}
-
-export interface Customer {
-  id: string;
-  tenant_id: string;
-  name: string;
-  email?: string;
-  phone?: string;
-  address?: string;
-  preferences?: Record<string, any>;
-  total_orders: number;
-  total_spent: number;
-  created_at: string;
-  updated_at: string;
-}
-
-export interface OrderAnalytics {
-  total_orders: number;
-  total_revenue: number;
-  average_order_value: number;
-  order_completion_rate: number;
-  delivery_success_rate: number;
-  customer_satisfaction_score?: number;
-  popular_products: Array<{
-    product_name: string;
-    quantity_sold: number;
-    revenue: number;
-  }>;
-  order_trends: Array<{
-    date: string;
-    orders: number;
-    revenue: number;
-  }>;
-}
 
 class OrdersService {
   private readonly baseUrl = '/orders';
 
   // Order management
-  async getOrders(params?: {
+  async getOrders(params?: OrderFilters): Promise<ApiResponse<{ items: OrderResponse[]; total: number; page: number; size: number; pages: number }>> {
-    page?: number;
-    size?: number;
-    status?: OrderStatus;
-    order_type?: OrderType;
-    customer_id?: string;
-    start_date?: string;
-    end_date?: string;
-  }): Promise<ApiResponse<{ items: OrderResponse[]; total: number; page: number; size: number; pages: number }>> {
     const queryParams = new URLSearchParams();
     
     if (params) {
@@ -179,11 +70,7 @@ class OrdersService {
   }
 
   // Customer management
-  async getCustomers(params?: {
+  async getCustomers(params?: CustomerFilters): Promise<ApiResponse<{ items: Customer[]; total: number; page: number; size: number; pages: number }>> {
-    page?: number;
-    size?: number;
-    search?: string;
-  }): Promise<ApiResponse<{ items: Customer[]; total: number; page: number; size: number; pages: number }>> {
     const queryParams = new URLSearchParams();
     
     if (params) {
@@ -232,16 +119,7 @@ class OrdersService {
     return apiClient.get(url);
   }
 
-  async getOrderTrends(params?: {
+  async getOrderTrends(params?: OrderTrendsParams): Promise<ApiResponse<OrderTrendData[]>> {
-    start_date?: string;
-    end_date?: string;
-    granularity?: 'hourly' | 'daily' | 'weekly' | 'monthly';
-  }): Promise<ApiResponse<Array<{
-    period: string;
-    orders: number;
-    revenue: number;
-    avg_order_value: number;
-  }>>> {
     const queryParams = new URLSearchParams();
     
     if (params) {

frontend/src/services/api/procurement.service.ts

@@ -1,126 +1,28 @@
-import { apiClient, ApiResponse } from './client';
+import { apiClient } from './client';
+import { ApiResponse } from '../../types/api.types';
+import {
+  SupplierCreate,
+  SupplierUpdate,
+  SupplierResponse,
+  SupplierSummary,
+  SupplierSearchParams,
+  SupplierApproval,
+  SupplierStatistics,
+  PurchaseOrderCreate,
+  PurchaseOrderUpdate,
+  PurchaseOrderResponse,
+  PurchaseOrderStatus,
+  DeliveryCreate,
+  DeliveryResponse,
+  DeliveryStatus,
+  DeliveryReceiptConfirmation,
+  Supplier
+} from '../../types/suppliers.types';
 
-// Enums
-export enum PurchaseOrderStatus {
-  DRAFT = 'draft',
-  PENDING = 'pending',
-  APPROVED = 'approved',
-  SENT = 'sent',
-  PARTIALLY_RECEIVED = 'partially_received',
-  RECEIVED = 'received',
-  CANCELLED = 'cancelled',
-}
 
-export enum DeliveryStatus {
-  SCHEDULED = 'scheduled',
-  IN_TRANSIT = 'in_transit',
-  DELIVERED = 'delivered',
-  FAILED = 'failed',
-  RETURNED = 'returned',
-}
 
-// Request/Response Types
-export interface PurchaseOrderItem {
-  ingredient_id: string;
-  ingredient_name: string;
-  quantity: number;
-  unit_price: number;
-  total_price: number;
-  notes?: string;
-}
-
-export interface PurchaseOrderCreate {
-  supplier_id: string;
-  items: PurchaseOrderItem[];
-  delivery_date?: string;
-  notes?: string;
-  priority?: 'low' | 'normal' | 'high' | 'urgent';
-}
-
-export interface PurchaseOrderUpdate {
-  supplier_id?: string;
-  delivery_date?: string;
-  notes?: string;
-  priority?: 'low' | 'normal' | 'high' | 'urgent';
-  status?: PurchaseOrderStatus;
-}
-
-export interface PurchaseOrderResponse {
-  id: string;
-  tenant_id: string;
-  order_number: string;
-  supplier_id: string;
-  supplier_name: string;
-  status: PurchaseOrderStatus;
-  items: PurchaseOrderItem[];
-  subtotal: number;
-  tax_amount: number;
-  total_amount: number;
-  delivery_date?: string;
-  expected_delivery_date?: string;
-  actual_delivery_date?: string;
-  notes?: string;
-  priority: 'low' | 'normal' | 'high' | 'urgent';
-  created_at: string;
-  updated_at: string;
-  created_by: string;
-  approved_by?: string;
-  approved_at?: string;
-}
-
-export interface Supplier {
-  id: string;
-  tenant_id: string;
-  name: string;
-  contact_name?: string;
-  email?: string;
-  phone?: string;
-  address: string;
-  tax_id?: string;
-  payment_terms?: string;
-  delivery_terms?: string;
-  rating?: number;
-  is_active: boolean;
-  performance_metrics: {
-    on_time_delivery_rate: number;
-    quality_score: number;
-    total_orders: number;
-    average_delivery_time: number;
-  };
-  created_at: string;
-  updated_at: string;
-}
-
-export interface DeliveryResponse {
-  id: string;
-  tenant_id: string;
-  purchase_order_id: string;
-  delivery_number: string;
-  supplier_id: string;
-  status: DeliveryStatus;
-  scheduled_date: string;
-  actual_delivery_date?: string;
-  delivery_items: Array<{
-    ingredient_id: string;
-    ingredient_name: string;
-    ordered_quantity: number;
-    delivered_quantity: number;
-    unit_price: number;
-    batch_number?: string;
-    expiration_date?: string;
-    quality_notes?: string;
-  }>;
-  total_items: number;
-  delivery_notes?: string;
-  quality_check_notes?: string;
-  received_by?: string;
-  created_at: string;
-  updated_at: string;
-}
 
 class ProcurementService {
-  private readonly baseUrl = '/procurement';
-
   // Purchase Order management
   async getPurchaseOrders(params?: {
     page?: number;
@@ -141,90 +43,88 @@ class ProcurementService {
     }
     
     const url = queryParams.toString() 
-      ? `${this.baseUrl}/purchase-orders?${queryParams.toString()}`
+      ? `/purchase-orders?${queryParams.toString()}`
-      : `${this.baseUrl}/purchase-orders`;
+      : `/purchase-orders`;
     
     return apiClient.get(url);
   }
 
   async getPurchaseOrder(orderId: string): Promise<ApiResponse<PurchaseOrderResponse>> {
-    return apiClient.get(`${this.baseUrl}/purchase-orders/${orderId}`);
+    return apiClient.get(`/purchase-orders/${orderId}`);
   }
 
   async createPurchaseOrder(orderData: PurchaseOrderCreate): Promise<ApiResponse<PurchaseOrderResponse>> {
-    return apiClient.post(`${this.baseUrl}/purchase-orders`, orderData);
+    return apiClient.post(`/purchase-orders`, orderData);
   }
 
   async updatePurchaseOrder(orderId: string, orderData: PurchaseOrderUpdate): Promise<ApiResponse<PurchaseOrderResponse>> {
-    return apiClient.put(`${this.baseUrl}/purchase-orders/${orderId}`, orderData);
+    return apiClient.put(`/purchase-orders/${orderId}`, orderData);
   }
 
   async approvePurchaseOrder(orderId: string): Promise<ApiResponse<PurchaseOrderResponse>> {
-    return apiClient.post(`${this.baseUrl}/purchase-orders/${orderId}/approve`);
+    return apiClient.post(`/purchase-orders/${orderId}/approve`);
   }
 
   async sendPurchaseOrder(orderId: string, sendEmail: boolean = true): Promise<ApiResponse<{ message: string; sent_at: string }>> {
-    return apiClient.post(`${this.baseUrl}/purchase-orders/${orderId}/send`, { send_email: sendEmail });
+    return apiClient.post(`/purchase-orders/${orderId}/send`, { send_email: sendEmail });
   }
 
   async cancelPurchaseOrder(orderId: string, reason?: string): Promise<ApiResponse<PurchaseOrderResponse>> {
-    return apiClient.post(`${this.baseUrl}/purchase-orders/${orderId}/cancel`, { reason });
+    return apiClient.post(`/purchase-orders/${orderId}/cancel`, { reason });
   }
 
   // Supplier management
-  async getSuppliers(params?: {
+  async getSuppliers(params?: SupplierSearchParams): Promise<ApiResponse<SupplierSummary[]>> {
-    page?: number;
-    size?: number;
-    is_active?: boolean;
-    search?: string;
-  }): Promise<ApiResponse<{ items: Supplier[]; total: number; page: number; size: number; pages: number }>> {
     const queryParams = new URLSearchParams();
     
     if (params) {
-      Object.entries(params).forEach(([key, value]) => {
+      if (params.search_term) queryParams.append('search_term', params.search_term);
-        if (value !== undefined) {
+      if (params.supplier_type) queryParams.append('supplier_type', params.supplier_type);
-          queryParams.append(key, value.toString());
+      if (params.status) queryParams.append('status', params.status);
-        }
+      if (params.limit) queryParams.append('limit', params.limit.toString());
-      });
+      if (params.offset) queryParams.append('offset', params.offset.toString());
     }
     
     const url = queryParams.toString() 
-      ? `${this.baseUrl}/suppliers?${queryParams.toString()}`
+      ? `/suppliers?${queryParams.toString()}`
-      : `${this.baseUrl}/suppliers`;
+      : `/suppliers`;
     
     return apiClient.get(url);
   }
 
-  async getSupplier(supplierId: string): Promise<ApiResponse<Supplier>> {
+  async getSupplier(supplierId: string): Promise<ApiResponse<SupplierResponse>> {
-    return apiClient.get(`${this.baseUrl}/suppliers/${supplierId}`);
+    return apiClient.get(`/suppliers/${supplierId}`);
   }
 
-  async createSupplier(supplierData: Omit<Supplier, 'id' | 'tenant_id' | 'performance_metrics' | 'created_at' | 'updated_at'>): Promise<ApiResponse<Supplier>> {
+  async createSupplier(supplierData: SupplierCreate): Promise<ApiResponse<SupplierResponse>> {
-    return apiClient.post(`${this.baseUrl}/suppliers`, supplierData);
+    return apiClient.post(`/suppliers`, supplierData);
   }
 
-  async updateSupplier(supplierId: string, supplierData: Partial<Supplier>): Promise<ApiResponse<Supplier>> {
+  async updateSupplier(supplierId: string, supplierData: SupplierUpdate): Promise<ApiResponse<SupplierResponse>> {
-    return apiClient.put(`${this.baseUrl}/suppliers/${supplierId}`, supplierData);
+    return apiClient.put(`/suppliers/${supplierId}`, supplierData);
   }
 
   async deleteSupplier(supplierId: string): Promise<ApiResponse<{ message: string }>> {
-    return apiClient.delete(`${this.baseUrl}/suppliers/${supplierId}`);
+    return apiClient.delete(`/suppliers/${supplierId}`);
   }
 
-  async getSupplierPerformance(supplierId: string): Promise<ApiResponse<{
+  async approveSupplier(supplierId: string, approval: SupplierApproval): Promise<ApiResponse<SupplierResponse>> {
-    supplier: Supplier;
+    return apiClient.post(`/suppliers/${supplierId}/approve`, approval);
-    performance_history: Array<{
-      month: string;
-      on_time_delivery_rate: number;
-      quality_score: number;
-      order_count: number;
-      total_value: number;
-    }>;
-    recent_deliveries: DeliveryResponse[];
-  }>> {
-    return apiClient.get(`${this.baseUrl}/suppliers/${supplierId}/performance`);
   }
 
+  async getSupplierStatistics(): Promise<ApiResponse<SupplierStatistics>> {
+    return apiClient.get(`/suppliers/statistics`);
+  }
+
+  async getActiveSuppliers(): Promise<ApiResponse<SupplierSummary[]>> {
+    return apiClient.get(`/suppliers/active`);
+  }
+
+  async getTopSuppliers(limit: number = 10): Promise<ApiResponse<SupplierSummary[]>> {
+    return apiClient.get(`/suppliers/top?limit=${limit}`);
+  }
+
+
   // Delivery management
   async getDeliveries(params?: {
     page?: number;
@@ -246,131 +146,32 @@ class ProcurementService {
     }
     
     const url = queryParams.toString() 
-      ? `${this.baseUrl}/deliveries?${queryParams.toString()}`
+      ? `/deliveries?${queryParams.toString()}`
-      : `${this.baseUrl}/deliveries`;
+      : `/deliveries`;
     
     return apiClient.get(url);
   }
 
   async getDelivery(deliveryId: string): Promise<ApiResponse<DeliveryResponse>> {
-    return apiClient.get(`${this.baseUrl}/deliveries/${deliveryId}`);
+    return apiClient.get(`/deliveries/${deliveryId}`);
   }
 
-  async receiveDelivery(deliveryId: string, deliveryData: {
+  async createDelivery(deliveryData: DeliveryCreate): Promise<ApiResponse<DeliveryResponse>> {
-    delivered_items: Array<{
+    return apiClient.post(`/deliveries`, deliveryData);
-      ingredient_id: string;
-      delivered_quantity: number;
-      batch_number?: string;
-      expiration_date?: string;
-      quality_notes?: string;
-    }>;
-    delivery_notes?: string;
-    quality_check_notes?: string;
-  }): Promise<ApiResponse<DeliveryResponse>> {
-    return apiClient.post(`${this.baseUrl}/deliveries/${deliveryId}/receive`, deliveryData);
   }
 
-  async reportDeliveryIssue(deliveryId: string, issue: {
+  async updateDelivery(deliveryId: string, deliveryData: Partial<DeliveryCreate>): Promise<ApiResponse<DeliveryResponse>> {
-    issue_type: 'late_delivery' | 'quality_issue' | 'quantity_mismatch' | 'damaged_goods' | 'other';
+    return apiClient.put(`/deliveries/${deliveryId}`, deliveryData);
-    description: string;
-    affected_items?: string[];
-    severity: 'low' | 'medium' | 'high';
-  }): Promise<ApiResponse<{ message: string; issue_id: string }>> {
-    return apiClient.post(`${this.baseUrl}/deliveries/${deliveryId}/report-issue`, issue);
   }
 
-  // Analytics and reporting
+  async updateDeliveryStatus(deliveryId: string, status: DeliveryStatus, notes?: string): Promise<ApiResponse<DeliveryResponse>> {
-  async getProcurementAnalytics(params?: {
+    return apiClient.put(`/deliveries/${deliveryId}/status`, { status, notes });
-    start_date?: string;
-    end_date?: string;
-    supplier_id?: string;
-  }): Promise<ApiResponse<{
-    total_purchase_value: number;
-    total_orders: number;
-    average_order_value: number;
-    on_time_delivery_rate: number;
-    quality_score: number;
-    cost_savings: number;
-    top_suppliers: Array<{
-      supplier_name: string;
-      total_value: number;
-      order_count: number;
-      performance_score: number;
-    }>;
-    spending_trends: Array<{
-      month: string;
-      total_spending: number;
-      order_count: number;
-    }>;
-  }>> {
-    const queryParams = new URLSearchParams();
-    
-    if (params) {
-      Object.entries(params).forEach(([key, value]) => {
-        if (value !== undefined) {
-          queryParams.append(key, value.toString());
-        }
-      });
   }
 
-    const url = queryParams.toString() 
+  async confirmDeliveryReceipt(deliveryId: string, confirmation: DeliveryReceiptConfirmation): Promise<ApiResponse<DeliveryResponse>> {
-      ? `${this.baseUrl}/analytics?${queryParams.toString()}`
+    return apiClient.post(`/deliveries/${deliveryId}/confirm-receipt`, confirmation);
-      : `${this.baseUrl}/analytics`;
-    
-    return apiClient.get(url);
   }
 
-  async getSpendingByCategory(params?: {
-    start_date?: string;
-    end_date?: string;
-  }): Promise<ApiResponse<Array<{
-    category: string;
-    total_spending: number;
-    percentage: number;
-    trend: 'up' | 'down' | 'stable';
-  }>>> {
-    const queryParams = new URLSearchParams();
-    
-    if (params) {
-      Object.entries(params).forEach(([key, value]) => {
-        if (value !== undefined) {
-          queryParams.append(key, value.toString());
-        }
-      });
-    }
-    
-    const url = queryParams.toString() 
-      ? `${this.baseUrl}/spending/by-category?${queryParams.toString()}`
-      : `${this.baseUrl}/spending/by-category`;
-    
-    return apiClient.get(url);
-  }
-
-  // Automated procurement
-  async getReorderSuggestions(): Promise<ApiResponse<Array<{
-    ingredient_id: string;
-    ingredient_name: string;
-    current_stock: number;
-    reorder_point: number;
-    suggested_quantity: number;
-    preferred_supplier: {
-      id: string;
-      name: string;
-      last_price: number;
-      lead_time_days: number;
-    };
-    urgency: 'low' | 'medium' | 'high' | 'critical';
-  }>>> {
-    return apiClient.get(`${this.baseUrl}/reorder-suggestions`);
-  }
-
-  async createReorderFromSuggestions(suggestions: Array<{
-    ingredient_id: string;
-    supplier_id: string;
-    quantity: number;
-  }>): Promise<ApiResponse<PurchaseOrderResponse[]>> {
-    return apiClient.post(`${this.baseUrl}/auto-reorder`, { suggestions });
-  }
 
   // Utility methods
   getPurchaseOrderStatusOptions(): { value: PurchaseOrderStatus; label: string; color: string }[] {
@@ -395,14 +196,6 @@ class ProcurementService {
     ];
   }
 
-  getPriorityOptions(): { value: string; label: string; color: string }[] {
-    return [
-      { value: 'low', label: 'Low', color: 'gray' },
-      { value: 'normal', label: 'Normal', color: 'blue' },
-      { value: 'high', label: 'High', color: 'orange' },
-      { value: 'urgent', label: 'Urgent', color: 'red' },
-    ];
-  }
 }
 
 export const procurementService = new ProcurementService();

frontend/src/services/api/production.service.ts

@@ -1,27 +1,21 @@
 import { apiClient, ApiResponse } from './client';
+import {
+  ProductionBatchStatus,
+  QualityCheckStatus,
+  ProductionPriority,
+  ProductionBatch,
+  ProductionSchedule,
+  QualityCheck,
+  Recipe
+} from '../../types/production.types';
 
-// Enums
+// Type aliases for service compatibility
-export enum ProductionBatchStatus {
+type ProductionBatchCreate = Omit<ProductionBatch, 'id' | 'tenant_id' | 'created_at' | 'updated_at'>;
-  PLANNED = 'planned',
+type ProductionBatchUpdate = Partial<ProductionBatchCreate>;
-  IN_PROGRESS = 'in_progress',
+type ProductionBatchResponse = ProductionBatch;
-  COMPLETED = 'completed',
+type ProductionScheduleEntry = ProductionSchedule;
-  CANCELLED = 'cancelled',
+type QualityCheckCreate = Omit<QualityCheck, 'id' | 'tenant_id' | 'created_at' | 'updated_at'>;
-  ON_HOLD = 'on_hold',
+type QualityCheckResponse = QualityCheck;
-}
-
-export enum QualityCheckStatus {
-  PASSED = 'passed',
-  FAILED = 'failed',
-  PENDING = 'pending',
-  REQUIRES_REVIEW = 'requires_review',
-}
-
-export enum ProductionPriority {
-  LOW = 'low',
-  NORMAL = 'normal',
-  HIGH = 'high',
-  URGENT = 'urgent',
-}
 
 // Request/Response Types
 export interface ProductionBatchCreate {

frontend/src/services/api/training.service.ts

@@ -2,69 +2,76 @@
  * Training service for ML model training operations
  */
 
-import { ApiClient } from './client';
+import { apiClient } from './client';
 import { ApiResponse } from '../../types/api.types';
+import {
+  TrainingJob,
+  TrainingJobCreate,
+  TrainingJobUpdate
+} from '../../types/training.types';
 
-export interface TrainingJob {
+export class TrainingService {
-  id: string;
+  private getTenantId(): string {
-  model_id: string;
+    const tenantStorage = localStorage.getItem('tenant-storage');
-  status: 'pending' | 'running' | 'completed' | 'failed';
+    if (tenantStorage) {
-  progress: number;
+      try {
-  started_at?: string;
+        const { state } = JSON.parse(tenantStorage);
-  completed_at?: string;
+        return state?.currentTenant?.id;
-  error_message?: string;
+      } catch {
-  parameters: Record<string, any>;
+        return '';
-  metrics?: Record<string, number>;
+      }
+    }
+    return '';
   }
 
-export interface TrainingJobCreate {
+  private getBaseUrl(): string {
-  model_id: string;
+    const tenantId = this.getTenantId();
-  parameters?: Record<string, any>;
+    return `/tenants/${tenantId}/training`;
-}
-
-export interface TrainingJobUpdate {
-  parameters?: Record<string, any>;
-}
-
-export class TrainingService extends ApiClient {
-  constructor() {
-    super('/ml/training');
   }
 
   async getTrainingJobs(modelId?: string): Promise<ApiResponse<TrainingJob[]>> {
     const params = modelId ? { model_id: modelId } : {};
-    return this.get('/', params);
+    const queryParams = new URLSearchParams();
+    if (params.model_id) {
+      queryParams.append('model_id', params.model_id);
+    }
+    const url = queryParams.toString() 
+      ? `${this.getBaseUrl()}/jobs?${queryParams.toString()}`
+      : `${this.getBaseUrl()}/jobs`;
+    return apiClient.get(url);
   }
 
   async getTrainingJob(id: string): Promise<ApiResponse<TrainingJob>> {
-    return this.get(`/${id}`);
+    return apiClient.get(`${this.getBaseUrl()}/jobs/${id}`);
   }
 
   async createTrainingJob(data: TrainingJobCreate): Promise<ApiResponse<TrainingJob>> {
-    return this.post('/', data);
+    return apiClient.post(`${this.getBaseUrl()}/jobs`, data);
   }
 
   async updateTrainingJob(id: string, data: TrainingJobUpdate): Promise<ApiResponse<TrainingJob>> {
-    return this.put(`/${id}`, data);
+    return apiClient.put(`${this.getBaseUrl()}/jobs/${id}`, data);
   }
 
   async deleteTrainingJob(id: string): Promise<ApiResponse<void>> {
-    return this.delete(`/${id}`);
+    return apiClient.delete(`${this.getBaseUrl()}/jobs/${id}`);
   }
 
   async startTraining(id: string): Promise<ApiResponse<TrainingJob>> {
-    return this.post(`/${id}/start`);
+    return apiClient.post(`${this.getBaseUrl()}/jobs/${id}/start`);
   }
 
   async stopTraining(id: string): Promise<ApiResponse<TrainingJob>> {
-    return this.post(`/${id}/stop`);
+    return apiClient.post(`${this.getBaseUrl()}/jobs/${id}/stop`);
   }
 
   async getTrainingLogs(id: string): Promise<ApiResponse<string[]>> {
-    return this.get(`/${id}/logs`);
+    return apiClient.get(`${this.getBaseUrl()}/jobs/${id}/logs`);
   }
 
   async getTrainingMetrics(id: string): Promise<ApiResponse<Record<string, number>>> {
-    return this.get(`/${id}/metrics`);
+    return apiClient.get(`${this.getBaseUrl()}/jobs/${id}/metrics`);
   }
 }
+
+export const trainingService = new TrainingService();

frontend/src/stores/tenant.store.ts

@@ -75,7 +75,8 @@ export const useTenantStore = create<TenantState>()(
           set({ isLoading: true, error: null });
           
           // Get current user to determine user ID
-          const user = useAuthUser.getState?.() || JSON.parse(localStorage.getItem('auth-storage') || '{}')?.state?.user;
+          const authState = JSON.parse(localStorage.getItem('auth-storage') || '{}')?.state;
+          const user = authState?.user;
           
           if (!user?.id) {
             throw new Error('User not authenticated');
@@ -130,7 +131,8 @@ export const useTenantStore = create<TenantState>()(
         if (!currentTenant) return false;
         
         // Get user to determine role within this tenant
-        const user = useAuthUser.getState?.() || JSON.parse(localStorage.getItem('auth-storage') || '{}')?.state?.user;
+        const authState = JSON.parse(localStorage.getItem('auth-storage') || '{}')?.state;
+        const user = authState?.user;
         
         // Admin role has all permissions
         if (user?.role === 'admin') return true;

frontend/src/types/api.types.ts

@@ -1,40 +1,45 @@
-// API and common response types
+/**
+ * API Response Types - Matching actual backend implementation
+ */
 
-// Base API response structure
+// Standard FastAPI response structure
 export interface ApiResponse<T = any> {
-  data: T;
+  data?: T;
-  success: boolean;
+  success?: boolean;
   message?: string;
+  detail?: string;
   error?: string;
-  timestamp?: string;
 }
 
-// Error response structure
+// FastAPI error response structure
 export interface ApiError {
-  success: false;
+  detail: string | ValidationError[];
-  error: ErrorDetail;
+  type?: string;
-  timestamp: string;
-  request_id?: string;
 }
 
-export interface ErrorDetail {
+export interface ValidationError {
-  message: string;
+  loc: (string | number)[];
-  code?: string;
+  msg: string;
-  field?: string;
+  type: string;
-  details?: Record<string, any>;
+  ctx?: Record<string, any>;
 }
 
-// Pagination types
+// Pagination types (used by backend services)
 export interface PaginatedResponse<T> {
-  items: T[];
+  items?: T[];
-  total: number;
+  records?: T[];  // Some endpoints use 'records'
-  page: number;
+  data?: T[];     // Some endpoints use 'data'
-  size: number;
+  total?: number;
-  pages: number;
+  page?: number;
-  has_next: boolean;
+  size?: number;
-  has_prev: boolean;
+  limit?: number;
+  offset?: number;
+  pages?: number;
+  has_next?: boolean;
+  has_prev?: boolean;
 }
 
+// Query parameters for API requests
 export interface PaginationParams {
   page?: number;
   size?: number;
@@ -42,368 +47,33 @@ export interface PaginationParams {
   offset?: number;
 }
 
-// Sorting and filtering
 export interface SortParams {
   sort_by?: string;
-  sort_order?: SortOrder;
   order_by?: string;
   order?: 'asc' | 'desc';
 }
 
 export interface FilterParams {
   search?: string;
+  search_term?: string;
   q?: string;
-  filters?: Record<string, any>;
   [key: string]: any;
 }
 
 export interface QueryParams extends PaginationParams, SortParams, FilterParams {}
 
-// File upload types
+// Task/Job status (used in ML training and other async operations)
-export interface FileUploadResponse {
-  file_id: string;
-  filename: string;
-  size: number;
-  mime_type: string;
-  url?: string;
-  download_url?: string;
-  expires_at?: string;
-}
-
-export interface FileUploadProgress {
-  loaded: number;
-  total: number;
-  percentage: number;
-  speed?: number;
-  estimated_time?: number;
-}
-
-export interface BulkOperationResponse {
-  total: number;
-  processed: number;
-  successful: number;
-  failed: number;
-  errors: BulkOperationError[];
-  warnings?: BulkOperationWarning[];
-}
-
-export interface BulkOperationError {
-  index: number;
-  item_id?: string;
-  error_code: string;
-  message: string;
-  field?: string;
-  details?: Record<string, any>;
-}
-
-export interface BulkOperationWarning {
-  index: number;
-  item_id?: string;
-  warning_code: string;
-  message: string;
-  suggestion?: string;
-}
-
-// Task/Job status types
 export interface TaskStatus {
+  id: string;
   task_id: string;
   status: TaskStatusType;
-  progress: number;
+  progress?: number;
-  message: string;
+  message?: string;
   result?: any;
   error?: string;
   created_at: string;
   started_at?: string;
   completed_at?: string;
-  estimated_completion?: string;
-}
-
-export interface LongRunningTask {
-  id: string;
-  name: string;
-  type: TaskType;
-  status: TaskStatusType;
-  progress: number;
-  total_steps?: number;
-  current_step?: number;
-  step_description?: string;
-  result_data?: any;
-  error_details?: TaskError;
-  created_by: string;
-  created_at: string;
-  updated_at: string;
-}
-
-export interface TaskError {
-  code: string;
-  message: string;
-  stack_trace?: string;
-  context?: Record<string, any>;
-}
-
-// Health check types
-export interface HealthCheckResponse {
-  status: HealthStatus;
-  timestamp: string;
-  version: string;
-  uptime: number;
-  services: ServiceHealth[];
-  system_info?: SystemInfo;
-}
-
-export interface ServiceHealth {
-  name: string;
-  status: HealthStatus;
-  response_time_ms?: number;
-  error_message?: string;
-  dependencies?: ServiceHealth[];
-}
-
-export interface SystemInfo {
-  memory_usage: MemoryUsage;
-  cpu_usage?: number;
-  disk_usage?: DiskUsage;
-  network_stats?: NetworkStats;
-}
-
-export interface MemoryUsage {
-  used: number;
-  available: number;
-  total: number;
-  percentage: number;
-}
-
-export interface DiskUsage {
-  used: number;
-  available: number;
-  total: number;
-  percentage: number;
-}
-
-export interface NetworkStats {
-  bytes_sent: number;
-  bytes_received: number;
-  packets_sent: number;
-  packets_received: number;
-}
-
-// Audit and logging types
-export interface AuditLog {
-  id: string;
-  user_id: string;
-  user_email: string;
-  tenant_id: string;
-  action: AuditAction;
-  resource_type: ResourceType;
-  resource_id: string;
-  changes?: AuditChange[];
-  metadata?: Record<string, any>;
-  ip_address: string;
-  user_agent: string;
-  timestamp: string;
-}
-
-export interface AuditChange {
-  field: string;
-  old_value?: any;
-  new_value?: any;
-  change_type: ChangeType;
-}
-
-// Cache types
-export interface CacheInfo {
-  key: string;
-  size: number;
-  hits: number;
-  misses: number;
-  hit_rate: number;
-  created_at: string;
-  expires_at?: string;
-  last_accessed: string;
-}
-
-export interface CacheStats {
-  total_keys: number;
-  total_size: number;
-  hit_rate: number;
-  memory_usage: number;
-  cache_by_type: Record<string, CacheTypeStats>;
-}
-
-export interface CacheTypeStats {
-  count: number;
-  size: number;
-  hit_rate: number;
-  avg_ttl: number;
-}
-
-// Webhook types
-export interface WebhookConfig {
-  id: string;
-  tenant_id: string;
-  name: string;
-  url: string;
-  events: WebhookEvent[];
-  secret?: string;
-  is_active: boolean;
-  retry_count: number;
-  timeout_seconds: number;
-  headers?: Record<string, string>;
-  created_at: string;
-  updated_at: string;
-}
-
-export interface WebhookDelivery {
-  id: string;
-  webhook_id: string;
-  event_type: WebhookEvent;
-  payload: Record<string, any>;
-  status: DeliveryStatus;
-  http_status?: number;
-  response_body?: string;
-  error_message?: string;
-  attempts: number;
-  delivered_at?: string;
-  created_at: string;
-  next_retry_at?: string;
-}
-
-// Rate limiting types
-export interface RateLimit {
-  requests_per_minute: number;
-  requests_per_hour: number;
-  requests_per_day: number;
-  current_usage: RateLimitUsage;
-  reset_time: string;
-}
-
-export interface RateLimitUsage {
-  minute: number;
-  hour: number;
-  day: number;
-  percentage_used: number;
-}
-
-// Search types
-export interface SearchRequest {
-  query: string;
-  filters?: SearchFilter[];
-  sort?: SearchSort[];
-  facets?: string[];
-  highlight?: SearchHighlight;
-  size?: number;
-  from?: number;
-}
-
-export interface SearchFilter {
-  field: string;
-  operator: FilterOperator;
-  value: any;
-  values?: any[];
-}
-
-export interface SearchSort {
-  field: string;
-  order: SortOrder;
-}
-
-export interface SearchHighlight {
-  fields: string[];
-  pre_tag?: string;
-  post_tag?: string;
-}
-
-export interface SearchResponse<T> {
-  results: T[];
-  total: number;
-  facets?: SearchFacet[];
-  highlights?: Record<string, string[]>;
-  suggestions?: SearchSuggestion[];
-  took_ms: number;
-}
-
-export interface SearchFacet {
-  field: string;
-  values: FacetValue[];
-}
-
-export interface FacetValue {
-  value: any;
-  count: number;
-  selected: boolean;
-}
-
-export interface SearchSuggestion {
-  text: string;
-  highlighted: string;
-  score: number;
-}
-
-// Export/Import types
-export interface ExportRequest {
-  format: ExportFormat;
-  filters?: Record<string, any>;
-  fields?: string[];
-  include_metadata?: boolean;
-  compression?: CompressionType;
-}
-
-export interface ExportResponse {
-  export_id: string;
-  status: ExportStatus;
-  download_url?: string;
-  file_size?: number;
-  expires_at?: string;
-  created_at: string;
-}
-
-export interface ImportRequest {
-  file_url?: string;
-  file_data?: string;
-  format: ImportFormat;
-  options?: ImportOptions;
-  mapping?: Record<string, string>;
-}
-
-export interface ImportOptions {
-  skip_validation?: boolean;
-  update_existing?: boolean;
-  batch_size?: number;
-  dry_run?: boolean;
-}
-
-export interface ImportResponse {
-  import_id: string;
-  status: ImportStatus;
-  total_records?: number;
-  processed_records?: number;
-  successful_records?: number;
-  failed_records?: number;
-  errors?: ImportError[];
-  warnings?: ImportWarning[];
-  created_at: string;
-}
-
-export interface ImportError {
-  row: number;
-  field?: string;
-  value?: any;
-  error_code: string;
-  message: string;
-}
-
-export interface ImportWarning {
-  row: number;
-  field?: string;
-  value?: any;
-  warning_code: string;
-  message: string;
-}
-
-// Enums
-export enum SortOrder {
-  ASC = 'asc',
-  DESC = 'desc',
 }
 
 export enum TaskStatusType {
@@ -411,153 +81,69 @@ export enum TaskStatusType {
   RUNNING = 'running',
   COMPLETED = 'completed',
   FAILED = 'failed',
-  CANCELLED = 'cancelled',
+  CANCELLED = 'cancelled'
-  PAUSED = 'paused',
 }
 
-export enum TaskType {
+// Health check types (used by monitoring endpoints)
-  DATA_IMPORT = 'data_import',
+export interface HealthCheckResponse {
-  DATA_EXPORT = 'data_export',
+  status: 'healthy' | 'unhealthy' | 'degraded';
-  REPORT_GENERATION = 'report_generation',
+  service: string;
-  MODEL_TRAINING = 'model_training',
+  version: string;
-  DATA_PROCESSING = 'data_processing',
+  timestamp: string;
-  BULK_OPERATION = 'bulk_operation',
+  dependencies?: ServiceHealth[];
-  SYNC_OPERATION = 'sync_operation',
 }
 
-export enum HealthStatus {
+export interface ServiceHealth {
-  HEALTHY = 'healthy',
+  name: string;
-  DEGRADED = 'degraded',
+  status: 'healthy' | 'unhealthy' | 'degraded';
-  UNHEALTHY = 'unhealthy',
+  response_time?: number;
-  UNKNOWN = 'unknown',
+  error?: string;
 }
 
-export enum AuditAction {
+// File upload types
-  CREATE = 'create',
+export interface FileUploadResponse {
-  READ = 'read',
+  file_id: string;
-  UPDATE = 'update',
+  filename: string;
-  DELETE = 'delete',
+  size: number;
-  LOGIN = 'login',
+  content_type: string;
-  LOGOUT = 'logout',
+  url?: string;
-  EXPORT = 'export',
-  IMPORT = 'import',
 }
 
-export enum ResourceType {
+// Bulk operation response
-  USER = 'user',
+export interface BulkOperationResponse {
-  TENANT = 'tenant',
+  total: number;
-  INGREDIENT = 'ingredient',
+  processed: number;
-  STOCK = 'stock',
+  successful: number;
-  PRODUCTION_BATCH = 'production_batch',
+  failed: number;
-  SALES_RECORD = 'sales_record',
+  errors?: BulkOperationError[];
-  FORECAST = 'forecast',
-  ORDER = 'order',
-  SUPPLIER = 'supplier',
-  RECIPE = 'recipe',
-  NOTIFICATION = 'notification',
 }
 
-export enum ChangeType {
+export interface BulkOperationError {
-  CREATED = 'created',
+  index: number;
-  UPDATED = 'updated',
+  error: string;
-  DELETED = 'deleted',
+  details?: any;
-  ARCHIVED = 'archived',
-  RESTORED = 'restored',
 }
 
-export enum WebhookEvent {
+// Common enums
-  USER_CREATED = 'user.created',
+export enum SortOrder {
-  USER_UPDATED = 'user.updated',
+  ASC = 'asc',
-  USER_DELETED = 'user.deleted',
+  DESC = 'desc'
-  INVENTORY_LOW_STOCK = 'inventory.low_stock',
-  PRODUCTION_COMPLETED = 'production.completed',
-  ORDER_CREATED = 'order.created',
-  ORDER_UPDATED = 'order.updated',
-  FORECAST_GENERATED = 'forecast.generated',
-  ALERT_TRIGGERED = 'alert.triggered',
 }
 
-export enum DeliveryStatus {
+// HTTP methods
-  PENDING = 'pending',
-  DELIVERED = 'delivered',
-  FAILED = 'failed',
-  RETRYING = 'retrying',
-  CANCELLED = 'cancelled',
-}
-
-export enum FilterOperator {
-  EQUALS = 'eq',
-  NOT_EQUALS = 'ne',
-  GREATER_THAN = 'gt',
-  GREATER_THAN_OR_EQUAL = 'gte',
-  LESS_THAN = 'lt',
-  LESS_THAN_OR_EQUAL = 'lte',
-  CONTAINS = 'contains',
-  STARTS_WITH = 'starts_with',
-  ENDS_WITH = 'ends_with',
-  IN = 'in',
-  NOT_IN = 'not_in',
-  IS_NULL = 'is_null',
-  IS_NOT_NULL = 'is_not_null',
-  BETWEEN = 'between',
-}
-
-export enum ExportFormat {
-  CSV = 'csv',
-  EXCEL = 'excel',
-  JSON = 'json',
-  PDF = 'pdf',
-  XML = 'xml',
-}
-
-export enum ImportFormat {
-  CSV = 'csv',
-  EXCEL = 'excel',
-  JSON = 'json',
-  XML = 'xml',
-}
-
-export enum CompressionType {
-  NONE = 'none',
-  ZIP = 'zip',
-  GZIP = 'gzip',
-}
-
-export enum ExportStatus {
-  PENDING = 'pending',
-  PROCESSING = 'processing',
-  COMPLETED = 'completed',
-  FAILED = 'failed',
-  EXPIRED = 'expired',
-}
-
-export enum ImportStatus {
-  PENDING = 'pending',
-  PROCESSING = 'processing',
-  COMPLETED = 'completed',
-  FAILED = 'failed',
-  CANCELLED = 'cancelled',
-  PARTIALLY_COMPLETED = 'partially_completed',
-}
-
-// Utility types for HTTP methods
 export type HttpMethod = 'GET' | 'POST' | 'PUT' | 'PATCH' | 'DELETE' | 'HEAD' | 'OPTIONS';
 
-// Generic type for API endpoints
-export type ApiEndpoint<TRequest = any, TResponse = any> = {
-  method: HttpMethod;
-  path: string;
-  request?: TRequest;
-  response: TResponse;
-};
-
 // Type guards
 export const isApiError = (obj: any): obj is ApiError => {
-  return obj && obj.success === false && obj.error && typeof obj.error.message === 'string';
+  return obj && typeof obj.detail === 'string';
 };
 
 export const isPaginatedResponse = <T>(obj: any): obj is PaginatedResponse<T> => {
-  return obj && Array.isArray(obj.items) && typeof obj.total === 'number';
+  return obj && (
+    Array.isArray(obj.items) || 
+    Array.isArray(obj.records) || 
+    Array.isArray(obj.data)
+  );
 };
 
 export const isTaskStatus = (obj: any): obj is TaskStatus => {

frontend/src/types/auth.types.ts

@@ -1,39 +1,23 @@
-// Authentication related types - Updated to match backend exactly
+/**
-export interface User {
+ * Authentication Types - Matching backend schemas exactly
-  id: string;
+ * Based on services/auth/app/schemas/auth.py
-  email: string;
+ */
-  full_name: string;  // Backend uses full_name, not name
+
-  is_active: boolean;
+// ============================================================================
-  is_verified: boolean;
+// REQUEST TYPES (Frontend -> Backend)
-  created_at: string;  // ISO format datetime string
+// ============================================================================
-  last_login?: string;
-  phone?: string;
-  language?: string;
-  timezone?: string;
-  tenant_id?: string;
-  role?: string;  // Backend uses string, not enum
-}
 
 export interface UserRegistration {
   email: string;
   password: string;
   full_name: string;
-  tenant_name?: string;  // Optional in backend
+  tenant_name?: string;
-  role?: string;  // Backend uses string, defaults to "user"
+  role?: 'user' | 'admin' | 'manager';
 }
 
 export interface UserLogin {
   email: string;
   password: string;
-  remember_me?: boolean;
-}
-
-export interface TokenResponse {
-  access_token: string;
-  refresh_token?: string;
-  token_type: string;  // defaults to "bearer"
-  expires_in: number;  // seconds, defaults to 3600
-  user?: User;
 }
 
 export interface RefreshTokenRequest {
@@ -54,6 +38,64 @@ export interface PasswordResetConfirm {
   new_password: string;
 }
 
+// ============================================================================
+// RESPONSE TYPES (Backend -> Frontend)
+// ============================================================================
+
+export interface UserData {
+  id: string;
+  email: string;
+  full_name: string;
+  is_active: boolean;
+  is_verified: boolean;
+  created_at: string;
+  tenant_id?: string;
+  role?: string;
+}
+
+export interface TokenResponse {
+  access_token: string;
+  refresh_token?: string;
+  token_type: string;  // defaults to "bearer"
+  expires_in: number;  // seconds, defaults to 3600
+  user?: UserData;
+}
+
+// ============================================================================
+// JWT TOKEN CLAIMS (Internal)
+// ============================================================================
+
+export interface TokenClaims {
+  sub: string;      // user ID
+  email: string;
+  full_name: string;
+  user_id: string;
+  is_verified: boolean;
+  tenant_id?: string;
+  role?: string;
+  type: 'access' | 'refresh';
+  iat: number;      // issued at
+  exp: number;      // expires at
+  iss: string;      // issuer
+}
+
+// ============================================================================
+// FRONTEND STATE TYPES
+// ============================================================================
+
+export interface AuthState {
+  isAuthenticated: boolean;
+  user: UserData | null;
+  token: string | null;
+  refreshToken: string | null;
+  loading: boolean;
+  error: string | null;
+}
+
+// ============================================================================
+// AUTH SERVICE SPECIFIC TYPES
+// ============================================================================
+
 export interface TokenVerification {
   valid: boolean;
   user_id?: string;
@@ -62,27 +104,27 @@ export interface TokenVerification {
   message?: string;
 }
 
+export interface UserResponse extends UserData {
+  last_login?: string;
+  phone?: string;
+  language?: string;
+  timezone?: string;
+}
+
 export interface UserUpdate {
   full_name?: string;
   phone?: string;
   language?: string;
   timezone?: string;
-  avatar_url?: string;
 }
 
-export interface AuthState {
+// ============================================================================
-  isAuthenticated: boolean;
+// FORM DATA TYPES (Frontend UI)
-  user: User | null;
+// ============================================================================
-  token: string | null;
-  refreshToken: string | null;
-  loading: boolean;
-  error: string | null;
-}
 
 export interface LoginFormData {
   email: string;
   password: string;
-  remember_me: boolean;
 }
 
 export interface RegisterFormData {
@@ -90,17 +132,7 @@ export interface RegisterFormData {
   password: string;
   confirmPassword: string;
   full_name: string;
-  tenant_name?: string;  // Optional to match backend
+  tenant_name?: string;
-  phone?: string;
-  acceptTerms: boolean;
-}
-
-export interface ProfileFormData {
-  full_name: string;
-  email: string;
-  phone?: string;
-  language: string;
-  timezone: string;
 }
 
 export interface PasswordChangeFormData {
@@ -109,142 +141,40 @@ export interface PasswordChangeFormData {
   confirm_password: string;
 }
 
-export interface EmailVerificationRequest {
+// ============================================================================
-  email: string;
+// UTILITY TYPES
-}
+// ============================================================================
-
-export interface EmailVerificationConfirm {
-  token: string;
-}
-
-export interface UserContext {
-  user_id: string;
-  email: string;
-  tenant_id?: string;
-  roles: string[];
-  is_verified: boolean;
-  permissions: string[];
-}
-
-export interface TokenClaims {
-  sub: string;
-  email: string;
-  full_name: string;
-  user_id: string;
-  is_verified: boolean;
-  tenant_id?: string;
-  iat: number;
-  exp: number;
-  iss: string;
-  roles?: string[];
-  permissions?: string[];
-}
 
 export interface AuthError {
-  code: string;
+  detail: string;
-  message: string;
+  type?: string;
-  field?: string;
 }
 
-export interface MFASetup {
+// Keep User as alias for UserData for backward compatibility
-  enabled: boolean;
+export interface User extends UserData {}
-  secret?: string;
-  backup_codes?: string[];
-  qr_code?: string;
-}
 
-export interface MFAVerification {
+// ============================================================================
-  token: string;
+// ENUMS
-  backup_code?: string;
+// ============================================================================
-}
 
-export interface SessionInfo {
-  id: string;
-  user_id: string;
-  ip_address: string;
-  user_agent: string;
-  created_at: string;
-  last_activity: string;
-  is_current: boolean;
-  location?: string;
-  device_type?: string;
-}
-
-export interface OAuthProvider {
-  name: string;
-  display_name: string;
-  icon: string;
-  color: string;
-  enabled: boolean;
-}
-
-// Enums - Simplified to match backend
 export enum UserRole {
   USER = 'user',
   ADMIN = 'admin',
-  MANAGER = 'manager',
+  MANAGER = 'manager'
 }
 
-export enum AuthProvider {
+// ============================================================================
-  EMAIL = 'email',
+// TYPE GUARDS
-  GOOGLE = 'google',
+// ============================================================================
-  MICROSOFT = 'microsoft',
-  APPLE = 'apple',
-}
 
-export enum Permission {
+export const isUser = (obj: any): obj is UserData => {
-  // User management
-  USER_READ = 'user:read',
-  USER_WRITE = 'user:write',
-  USER_DELETE = 'user:delete',
-  
-  // Inventory
-  INVENTORY_READ = 'inventory:read',
-  INVENTORY_WRITE = 'inventory:write',
-  INVENTORY_DELETE = 'inventory:delete',
-  
-  // Production
-  PRODUCTION_READ = 'production:read',
-  PRODUCTION_WRITE = 'production:write',
-  PRODUCTION_DELETE = 'production:delete',
-  
-  // Sales
-  SALES_READ = 'sales:read',
-  SALES_WRITE = 'sales:write',
-  SALES_DELETE = 'sales:delete',
-  
-  // Forecasting
-  FORECASTING_READ = 'forecasting:read',
-  FORECASTING_WRITE = 'forecasting:write',
-  FORECASTING_DELETE = 'forecasting:delete',
-  
-  // Orders
-  ORDERS_READ = 'orders:read',
-  ORDERS_WRITE = 'orders:write',
-  ORDERS_DELETE = 'orders:delete',
-  
-  // Procurement
-  PROCUREMENT_READ = 'procurement:read',
-  PROCUREMENT_WRITE = 'procurement:write',
-  PROCUREMENT_DELETE = 'procurement:delete',
-  
-  // Settings
-  SETTINGS_READ = 'settings:read',
-  SETTINGS_WRITE = 'settings:write',
-  
-  // Analytics
-  ANALYTICS_READ = 'analytics:read',
-  ANALYTICS_EXPORT = 'analytics:export',
-  
-  // Admin
-  ADMIN_ALL = 'admin:all',
-}
-
-// Type guards
-export const isUser = (obj: any): obj is User => {
   return obj && typeof obj.id === 'string' && typeof obj.email === 'string';
 };
 
 export const isTokenResponse = (obj: any): obj is TokenResponse => {
   return obj && typeof obj.access_token === 'string' && typeof obj.token_type === 'string';
 };
+
+export const isAuthError = (obj: any): obj is AuthError => {
+  return obj && typeof obj.detail === 'string';
+};

frontend/src/types/data.types.ts

@@ -0,0 +1,258 @@
+/**
+ * External Data Service Types
+ * Weather, Traffic, and Events data
+ */
+
+// ============================================================================
+// WEATHER TYPES
+// ============================================================================
+
+export interface WeatherData {
+  id: string;
+  tenant_id: string;
+  location_id: string;
+  date: string;
+  temperature_avg: number;
+  temperature_min: number;
+  temperature_max: number;
+  humidity: number;
+  precipitation: number;
+  wind_speed: number;
+  condition: string;
+  description: string;
+  created_at: string;
+}
+
+export interface WeatherCondition {
+  value: string;
+  label: string;
+  impact: 'positive' | 'negative' | 'neutral';
+}
+
+// ============================================================================
+// TRAFFIC TYPES
+// ============================================================================
+
+export interface TrafficData {
+  id: string;
+  tenant_id: string;
+  location_id: string;
+  date: string;
+  hour: number;
+  traffic_level: number;
+  congestion_index: number;
+  average_speed: number;
+  incident_count: number;
+  created_at: string;
+}
+
+export interface TrafficPattern {
+  period: string;
+  average_traffic_level: number;
+  peak_hours: number[];
+  congestion_patterns: Record<string, number>;
+}
+
+// ============================================================================
+// EVENTS TYPES
+// ============================================================================
+
+export interface EventData {
+  id: string;
+  tenant_id: string;
+  location_id: string;
+  event_name: string;
+  event_type: string;
+  start_date: string;
+  end_date: string;
+  expected_attendance?: number;
+  impact_radius_km?: number;
+  impact_score: number;
+  created_at: string;
+}
+
+export interface EventType {
+  value: string;
+  label: string;
+  typical_impact: 'positive' | 'negative' | 'neutral';
+}
+
+export interface CustomEventCreate {
+  location_id: string;
+  event_name: string;
+  event_type: string;
+  start_date: string;
+  end_date: string;
+  expected_attendance?: number;
+  impact_radius_km?: number;
+  impact_score?: number;
+}
+
+// ============================================================================
+// LOCATION TYPES
+// ============================================================================
+
+export interface LocationConfig {
+  id: string;
+  tenant_id: string;
+  name: string;
+  latitude: number;
+  longitude: number;
+  address: string;
+  city: string;
+  country: string;
+  is_primary: boolean;
+  data_sources: {
+    weather_enabled: boolean;
+    traffic_enabled: boolean;
+    events_enabled: boolean;
+  };
+  created_at: string;
+  updated_at: string;
+}
+
+export interface LocationCreate {
+  name: string;
+  latitude: number;
+  longitude: number;
+  address: string;
+  city: string;
+  country?: string;
+  is_primary?: boolean;
+  data_sources?: LocationConfig['data_sources'];
+}
+
+// ============================================================================
+// ANALYTICS TYPES
+// ============================================================================
+
+export interface ExternalFactorsImpact {
+  weather_impact: {
+    temperature_correlation: number;
+    precipitation_impact: number;
+    most_favorable_conditions: string;
+  };
+  traffic_impact: {
+    congestion_correlation: number;
+    peak_traffic_effect: number;
+    optimal_traffic_levels: number[];
+  };
+  events_impact: {
+    positive_events: EventData[];
+    negative_events: EventData[];
+    average_event_boost: number;
+  };
+}
+
+export interface DataQualityReport {
+  overall_score: number;
+  data_sources: Array<{
+    source: 'weather' | 'traffic' | 'events';
+    completeness: number;
+    freshness_hours: number;
+    reliability_score: number;
+    last_update: string;
+  }>;
+  recommendations: Array<{
+    priority: 'high' | 'medium' | 'low';
+    message: string;
+    action: string;
+  }>;
+}
+
+// ============================================================================
+// CONFIGURATION TYPES
+// ============================================================================
+
+export interface DataSettings {
+  auto_refresh_enabled: boolean;
+  refresh_intervals: {
+    weather_minutes: number;
+    traffic_minutes: number;
+    events_hours: number;
+  };
+  data_retention_days: {
+    weather: number;
+    traffic: number;
+    events: number;
+  };
+  external_apis: {
+    weather_provider: string;
+    traffic_provider: string;
+    events_provider: string;
+  };
+}
+
+export interface DataSettingsUpdate {
+  auto_refresh_enabled?: boolean;
+  refresh_intervals?: {
+    weather_minutes?: number;
+    traffic_minutes?: number;
+    events_hours?: number;
+  };
+  data_retention_days?: {
+    weather?: number;
+    traffic?: number;
+    events?: number;
+  };
+}
+
+export interface RefreshInterval {
+  value: number;
+  label: string;
+  suitable_for: string[];
+}
+
+// ============================================================================
+// QUERY PARAMETER TYPES
+// ============================================================================
+
+export interface WeatherDataParams {
+  location_id?: string;
+  start_date?: string;
+  end_date?: string;
+  page?: number;
+  size?: number;
+}
+
+export interface TrafficDataParams {
+  location_id?: string;
+  start_date?: string;
+  end_date?: string;
+  hour?: number;
+  page?: number;
+  size?: number;
+}
+
+export interface TrafficPatternsParams {
+  days_back?: number;
+  granularity?: 'hourly' | 'daily';
+}
+
+export interface EventsParams {
+  location_id?: string;
+  start_date?: string;
+  end_date?: string;
+  event_type?: string;
+  page?: number;
+  size?: number;
+}
+
+export interface ExternalFactorsParams {
+  location_id?: string;
+  start_date?: string;
+  end_date?: string;
+}
+
+// ============================================================================
+// RESPONSE TYPES
+// ============================================================================
+
+export interface RefreshDataResponse {
+  message: string;
+  updated_records: number;
+}
+
+export interface DeleteResponse {
+  message: string;
+}

frontend/src/types/index.ts

@@ -81,21 +81,85 @@ export type {
   DataPreprocessing
 } from './forecasting.types';
 
+// Suppliers types
+export type {
+  SupplierCreate,
+  SupplierUpdate,
+  SupplierResponse,
+  SupplierSummary,
+  SupplierSearchParams,
+  SupplierApproval,
+  SupplierStatistics,
+  PurchaseOrderItemCreate,
+  PurchaseOrderItemResponse,
+  PurchaseOrderCreate,
+  PurchaseOrderUpdate,
+  PurchaseOrderResponse,
+  DeliveryItemCreate,
+  DeliveryItemResponse,
+  DeliveryCreate,
+  DeliveryResponse,
+  DeliveryReceiptConfirmation,
+  PurchaseOrderStatus,
+  DeliveryStatus,
+  Supplier
+} from './suppliers.types';
+
+// Data types
+export type {
+  WeatherData,
+  WeatherDataParams,
+  WeatherCondition,
+  TrafficData,
+  TrafficDataParams,
+  TrafficPattern,
+  TrafficPatternsParams,
+  EventData,
+  EventsParams,
+  EventType,
+  CustomEventCreate,
+  LocationConfig,
+  LocationCreate,
+  ExternalFactorsImpact,
+  ExternalFactorsParams,
+  DataQualityReport,
+  DataSettings,
+  DataSettingsUpdate,
+  RefreshDataResponse,
+  DeleteResponse,
+  RefreshInterval
+} from './data.types';
+
 // API and common types
 export type {
   ApiResponse,
   ApiError,
+  ValidationError,
+  PaginatedResponse,
+  PaginationParams,
+  SortParams,
+  FilterParams,
+  QueryParams,
   TaskStatus,
-  HealthCheckResponse
+  TaskStatusType,
+  HealthCheckResponse,
+  ServiceHealth,
+  FileUploadResponse,
+  BulkOperationResponse,
+  SortOrder,
+  HttpMethod
 } from './api.types';
 
 // Re-export commonly used types for convenience
 export type {
   User,
+  UserData,
   UserLogin,
   UserRegistration,
   TokenResponse,
   AuthState,
+  AuthError,
+  UserRole
 } from './auth.types';
 
 export type {
@@ -135,6 +199,16 @@ export type {
   BatchStatus,
 } from './forecasting.types';
 
+export type {
+  SupplierResponse,
+  SupplierSummary,
+  SupplierCreate,
+  PurchaseOrderResponse,
+  DeliveryResponse,
+  PurchaseOrderStatus,
+  DeliveryStatus,
+} from './suppliers.types';
+
 export type {
   ApiResponse,
   ApiError,

frontend/src/types/orders.types.ts

@@ -0,0 +1,166 @@
+// Orders service types
+
+export enum OrderStatus {
+  PENDING = 'pending',
+  CONFIRMED = 'confirmed',
+  IN_PREPARATION = 'in_preparation',
+  READY = 'ready',
+  DELIVERED = 'delivered',
+  CANCELLED = 'cancelled',
+}
+
+export enum OrderType {
+  DINE_IN = 'dine_in',
+  TAKEAWAY = 'takeaway',
+  DELIVERY = 'delivery',
+  CATERING = 'catering',
+}
+
+export interface OrderItem {
+  product_id?: string;
+  product_name: string;
+  quantity: number;
+  unit_price: number;
+  total_price: number;
+  notes?: string;
+  customizations?: Record<string, any>;
+}
+
+export interface OrderCreate {
+  customer_id?: string;
+  customer_name: string;
+  customer_email?: string;
+  customer_phone?: string;
+  order_type: OrderType;
+  items: OrderItem[];
+  special_instructions?: string;
+  delivery_address?: string;
+  delivery_date?: string;
+  delivery_time?: string;
+  payment_method?: string;
+}
+
+export interface OrderUpdate {
+  status?: OrderStatus;
+  customer_name?: string;
+  customer_email?: string;
+  customer_phone?: string;
+  special_instructions?: string;
+  delivery_address?: string;
+  delivery_date?: string;
+  delivery_time?: string;
+  estimated_completion_time?: string;
+  actual_completion_time?: string;
+}
+
+export interface OrderResponse {
+  id: string;
+  tenant_id: string;
+  order_number: string;
+  customer_id?: string;
+  customer_name: string;
+  customer_email?: string;
+  customer_phone?: string;
+  order_type: OrderType;
+  status: OrderStatus;
+  items: OrderItem[];
+  subtotal: number;
+  tax_amount: number;
+  discount_amount: number;
+  total_amount: number;
+  special_instructions?: string;
+  delivery_address?: string;
+  delivery_date?: string;
+  delivery_time?: string;
+  estimated_completion_time?: string;
+  actual_completion_time?: string;
+  payment_method?: string;
+  payment_status?: string;
+  created_at: string;
+  updated_at: string;
+  created_by?: string;
+}
+
+export interface Customer {
+  id: string;
+  tenant_id: string;
+  name: string;
+  email?: string;
+  phone?: string;
+  address?: string;
+  preferences?: Record<string, any>;
+  total_orders: number;
+  total_spent: number;
+  created_at: string;
+  updated_at: string;
+}
+
+export interface OrderAnalytics {
+  total_orders: number;
+  total_revenue: number;
+  average_order_value: number;
+  order_completion_rate: number;
+  delivery_success_rate: number;
+  customer_satisfaction_score?: number;
+  popular_products: Array<{
+    product_name: string;
+    quantity_sold: number;
+    revenue: number;
+  }>;
+  order_trends: Array<{
+    date: string;
+    orders: number;
+    revenue: number;
+  }>;
+}
+
+// Form data interfaces
+export interface OrderFormData extends OrderCreate {}
+
+export interface CustomerFormData {
+  name: string;
+  email?: string;
+  phone?: string;
+  address?: string;
+  preferences?: Record<string, any>;
+}
+
+// Filter interfaces
+export interface OrderFilters {
+  page?: number;
+  size?: number;
+  status?: OrderStatus;
+  order_type?: OrderType;
+  customer_id?: string;
+  start_date?: string;
+  end_date?: string;
+}
+
+export interface CustomerFilters {
+  page?: number;
+  size?: number;
+  search?: string;
+}
+
+// Analytics interfaces
+export interface OrderTrendsParams {
+  start_date?: string;
+  end_date?: string;
+  granularity?: 'hourly' | 'daily' | 'weekly' | 'monthly';
+}
+
+export interface OrderTrendData {
+  period: string;
+  orders: number;
+  revenue: number;
+  avg_order_value: number;
+}
+
+// Type guards
+export const isOrderResponse = (obj: any): obj is OrderResponse => {
+  return obj && typeof obj.id === 'string' && typeof obj.order_number === 'string';
+};
+
+export const isCustomer = (obj: any): obj is Customer => {
+  return obj && typeof obj.id === 'string' && typeof obj.name === 'string';
+};

frontend/src/types/suppliers.types.ts

@@ -0,0 +1,379 @@
+/**
+ * Type definitions for Suppliers Service API
+ * Based on backend schemas from services/suppliers/app/schemas/suppliers.py
+ */
+
+// ============================================================================
+// ENUMS
+// ============================================================================
+
+export enum PurchaseOrderStatus {
+  DRAFT = 'draft',
+  PENDING = 'pending',
+  APPROVED = 'approved',
+  SENT = 'sent',
+  PARTIALLY_RECEIVED = 'partially_received',
+  RECEIVED = 'received',
+  CANCELLED = 'cancelled',
+}
+
+export enum DeliveryStatus {
+  SCHEDULED = 'scheduled',
+  IN_TRANSIT = 'in_transit',
+  DELIVERED = 'delivered',
+  FAILED = 'failed',
+  RETURNED = 'returned',
+}
+
+// ============================================================================
+// SUPPLIER TYPES
+// ============================================================================
+
+export interface SupplierCreate {
+  name: string;
+  supplier_code?: string;
+  tax_id?: string;
+  registration_number?: string;
+  supplier_type: string;
+  contact_person?: string;
+  email?: string;
+  phone?: string;
+  mobile?: string;
+  website?: string;
+  address_line1?: string;
+  address_line2?: string;
+  city?: string;
+  state_province?: string;
+  postal_code?: string;
+  country?: string;
+  payment_terms?: string;
+  credit_limit?: number;
+  currency?: string;
+  standard_lead_time?: number;
+  minimum_order_amount?: number;
+  delivery_area?: string;
+  notes?: string;
+  certifications?: any;
+  business_hours?: any;
+  specializations?: any;
+}
+
+export interface SupplierUpdate {
+  name?: string;
+  supplier_code?: string;
+  tax_id?: string;
+  registration_number?: string;
+  supplier_type?: string;
+  status?: string;
+  contact_person?: string;
+  email?: string;
+  phone?: string;
+  mobile?: string;
+  website?: string;
+  address_line1?: string;
+  address_line2?: string;
+  city?: string;
+  state_province?: string;
+  postal_code?: string;
+  country?: string;
+  payment_terms?: string;
+  credit_limit?: number;
+  currency?: string;
+  standard_lead_time?: number;
+  minimum_order_amount?: number;
+  delivery_area?: string;
+  notes?: string;
+  certifications?: any;
+  business_hours?: any;
+  specializations?: any;
+}
+
+export interface SupplierResponse {
+  id: string;
+  tenant_id: string;
+  name: string;
+  supplier_code?: string;
+  tax_id?: string;
+  registration_number?: string;
+  supplier_type: string;
+  status: string;
+  contact_person?: string;
+  email?: string;
+  phone?: string;
+  mobile?: string;
+  website?: string;
+  address_line1?: string;
+  address_line2?: string;
+  city?: string;
+  state_province?: string;
+  postal_code?: string;
+  country?: string;
+  payment_terms: string;
+  credit_limit?: number;
+  currency: string;
+  standard_lead_time: number;
+  minimum_order_amount?: number;
+  delivery_area?: string;
+  quality_rating?: number;
+  delivery_rating?: number;
+  total_orders: number;
+  total_amount: number;
+  approved_by?: string;
+  approved_at?: string;
+  rejection_reason?: string;
+  notes?: string;
+  certifications?: any;
+  business_hours?: any;
+  specializations?: any;
+  created_at: string;
+  updated_at: string;
+  created_by: string;
+  updated_by: string;
+}
+
+export interface SupplierSummary {
+  id: string;
+  name: string;
+  supplier_code?: string;
+  supplier_type: string;
+  status: string;
+  contact_person?: string;
+  email?: string;
+  phone?: string;
+  city?: string;
+  country?: string;
+  quality_rating?: number;
+  delivery_rating?: number;
+  total_orders: number;
+  total_amount: number;
+  created_at: string;
+}
+
+export interface SupplierSearchParams {
+  search_term?: string;
+  supplier_type?: string;
+  status?: string;
+  limit?: number;
+  offset?: number;
+}
+
+export interface SupplierApproval {
+  action: 'approve' | 'reject';
+  notes?: string;
+}
+
+export interface SupplierStatistics {
+  total_suppliers: number;
+  active_suppliers: number;
+  pending_suppliers: number;
+  avg_quality_rating: number;
+  avg_delivery_rating: number;
+  total_spend: number;
+}
+
+// ============================================================================
+// PURCHASE ORDER TYPES
+// ============================================================================
+
+export interface PurchaseOrderItemCreate {
+  inventory_product_id: string;
+  product_code?: string;
+  ordered_quantity: number;
+  unit_of_measure: string;
+  unit_price: number;
+  quality_requirements?: string;
+  item_notes?: string;
+}
+
+export interface PurchaseOrderItemResponse {
+  id: string;
+  tenant_id: string;
+  purchase_order_id: string;
+  price_list_item_id?: string;
+  inventory_product_id: string;
+  product_code?: string;
+  ordered_quantity: number;
+  unit_of_measure: string;
+  unit_price: number;
+  line_total: number;
+  received_quantity: number;
+  remaining_quantity: number;
+  quality_requirements?: string;
+  item_notes?: string;
+  created_at: string;
+  updated_at: string;
+}
+
+export interface PurchaseOrderCreate {
+  supplier_id: string;
+  reference_number?: string;
+  priority?: string;
+  required_delivery_date?: string;
+  delivery_address?: string;
+  delivery_instructions?: string;
+  delivery_contact?: string;
+  delivery_phone?: string;
+  tax_amount?: number;
+  shipping_cost?: number;
+  discount_amount?: number;
+  notes?: string;
+  internal_notes?: string;
+  terms_and_conditions?: string;
+  items: PurchaseOrderItemCreate[];
+}
+
+export interface PurchaseOrderUpdate {
+  reference_number?: string;
+  priority?: string;
+  required_delivery_date?: string;
+  estimated_delivery_date?: string;
+  delivery_address?: string;
+  delivery_instructions?: string;
+  delivery_contact?: string;
+  delivery_phone?: string;
+  tax_amount?: number;
+  shipping_cost?: number;
+  discount_amount?: number;
+  notes?: string;
+  internal_notes?: string;
+  terms_and_conditions?: string;
+  supplier_reference?: string;
+}
+
+export interface PurchaseOrderResponse {
+  id: string;
+  tenant_id: string;
+  supplier_id: string;
+  po_number: string;
+  reference_number?: string;
+  status: PurchaseOrderStatus;
+  priority: string;
+  order_date: string;
+  required_delivery_date?: string;
+  estimated_delivery_date?: string;
+  subtotal: number;
+  tax_amount: number;
+  shipping_cost: number;
+  discount_amount: number;
+  total_amount: number;
+  currency: string;
+  delivery_address?: string;
+  delivery_instructions?: string;
+  delivery_contact?: string;
+  delivery_phone?: string;
+  requires_approval: boolean;
+  approved_by?: string;
+  approved_at?: string;
+  rejection_reason?: string;
+  sent_to_supplier_at?: string;
+  supplier_confirmation_date?: string;
+  supplier_reference?: string;
+  notes?: string;
+  internal_notes?: string;
+  terms_and_conditions?: string;
+  created_at: string;
+  updated_at: string;
+  created_by: string;
+  updated_by: string;
+  supplier?: SupplierSummary;
+  items?: PurchaseOrderItemResponse[];
+}
+
+// ============================================================================
+// DELIVERY TYPES
+// ============================================================================
+
+export interface DeliveryItemCreate {
+  purchase_order_item_id: string;
+  inventory_product_id: string;
+  ordered_quantity: number;
+  delivered_quantity: number;
+  accepted_quantity: number;
+  rejected_quantity?: number;
+  batch_lot_number?: string;
+  expiry_date?: string;
+  quality_grade?: string;
+  quality_issues?: string;
+  rejection_reason?: string;
+  item_notes?: string;
+}
+
+export interface DeliveryItemResponse {
+  id: string;
+  tenant_id: string;
+  delivery_id: string;
+  purchase_order_item_id: string;
+  inventory_product_id: string;
+  ordered_quantity: number;
+  delivered_quantity: number;
+  accepted_quantity: number;
+  rejected_quantity: number;
+  batch_lot_number?: string;
+  expiry_date?: string;
+  quality_grade?: string;
+  quality_issues?: string;
+  rejection_reason?: string;
+  item_notes?: string;
+  created_at: string;
+  updated_at: string;
+}
+
+export interface DeliveryCreate {
+  purchase_order_id: string;
+  supplier_id: string;
+  supplier_delivery_note?: string;
+  scheduled_date?: string;
+  estimated_arrival?: string;
+  delivery_address?: string;
+  delivery_contact?: string;
+  delivery_phone?: string;
+  carrier_name?: string;
+  tracking_number?: string;
+  notes?: string;
+  items: DeliveryItemCreate[];
+}
+
+export interface DeliveryResponse {
+  id: string;
+  tenant_id: string;
+  purchase_order_id: string;
+  supplier_id: string;
+  delivery_number: string;
+  supplier_delivery_note?: string;
+  status: DeliveryStatus;
+  scheduled_date?: string;
+  estimated_arrival?: string;
+  actual_arrival?: string;
+  completed_at?: string;
+  delivery_address?: string;
+  delivery_contact?: string;
+  delivery_phone?: string;
+  carrier_name?: string;
+  tracking_number?: string;
+  inspection_passed?: boolean;
+  inspection_notes?: string;
+  quality_issues?: any;
+  received_by?: string;
+  received_at?: string;
+  notes?: string;
+  photos?: any;
+  created_at: string;
+  updated_at: string;
+  created_by: string;
+  supplier?: SupplierSummary;
+  items?: DeliveryItemResponse[];
+}
+
+export interface DeliveryReceiptConfirmation {
+  inspection_passed?: boolean;
+  inspection_notes?: string;
+  quality_issues?: any;
+  notes?: string;
+}
+
+// ============================================================================
+// UTILITY TYPES
+// ============================================================================
+
+// Keep legacy Supplier interface for backward compatibility
+export interface Supplier extends SupplierResponse {}

frontend/src/types/training.types.ts

@@ -0,0 +1,35 @@
+// ML Training service types
+
+export interface TrainingJob {
+  id: string;
+  model_id: string;
+  status: 'pending' | 'running' | 'completed' | 'failed';
+  progress: number;
+  started_at?: string;
+  completed_at?: string;
+  error_message?: string;
+  parameters: Record<string, any>;
+  metrics?: Record<string, number>;
+}
+
+export interface TrainingJobCreate {
+  model_id: string;
+  parameters?: Record<string, any>;
+}
+
+export interface TrainingJobUpdate {
+  parameters?: Record<string, any>;
+}
+
+export enum TrainingJobStatus {
+  PENDING = 'pending',
+  RUNNING = 'running',
+  COMPLETED = 'completed',
+  FAILED = 'failed'
+}
+
+// Form data interfaces
+export interface TrainingJobFormData {
+  model_id: string;
+  parameters: Record<string, any>;
+}

services/sales/app/api/import_data.py

@@ -151,6 +151,8 @@ async def validate_sales_data_universal(
             "errors": validation_result.errors,
             "warnings": validation_result.warnings,
             "summary": validation_result.summary,
+            "unique_products": validation_result.unique_products,
+            "product_list": validation_result.product_list,
             "message": "Validation completed successfully" if validation_result.is_valid else "Validation found errors",
             "details": {
                 "total_records": validation_result.total_records,

services/sales/app/api/onboarding.py

@@ -1,499 +0,0 @@
-# services/sales/app/api/onboarding.py
-"""
-Onboarding API Endpoints
-Handles sales data import with automated inventory creation
-"""
-
-from fastapi import APIRouter, Depends, HTTPException, Path, UploadFile, File, Form
-from typing import List, Dict, Any, Optional
-from uuid import UUID
-from pydantic import BaseModel, Field
-import structlog
-
-from app.services.ai_onboarding_service import (
-    AIOnboardingService,
-    OnboardingValidationResult,
-    ProductSuggestionsResult,
-    OnboardingImportResult,
-    get_ai_onboarding_service
-)
-from shared.auth.decorators import get_current_user_dep, get_current_tenant_id_dep
-
-router = APIRouter(tags=["onboarding"])
-logger = structlog.get_logger()
-
-
-
-
-class FileValidationResponse(BaseModel):
-    """Response for file validation step"""
-    is_valid: bool
-    total_records: int
-    unique_products: int
-    product_list: List[str]
-    validation_errors: List[Any]
-    validation_warnings: List[Any]
-    summary: Dict[str, Any]
-
-
-class ProductSuggestionsResponse(BaseModel):
-    """Response for AI suggestions step"""
-    suggestions: List[Dict[str, Any]]
-    business_model_analysis: Dict[str, Any]
-    total_products: int
-    high_confidence_count: int
-    low_confidence_count: int
-    processing_time_seconds: float
-
-
-class InventoryApprovalRequest(BaseModel):
-    """Request to approve/modify inventory suggestions"""
-    suggestions: List[Dict[str, Any]] = Field(..., description="Approved suggestions with modifications")
-
-
-class InventoryCreationResponse(BaseModel):
-    """Response for inventory creation"""
-    created_items: List[Dict[str, Any]]
-    failed_items: List[Dict[str, Any]]
-    total_approved: int
-    success_rate: float
-
-
-class SalesImportResponse(BaseModel):
-    """Response for final sales import"""
-    import_job_id: str
-    status: str
-    processed_rows: int
-    successful_imports: int
-    failed_imports: int
-    errors: List[str]
-    warnings: List[str]
-
-
-@router.post("/tenants/{tenant_id}/onboarding/validate-file", response_model=FileValidationResponse)
-async def validate_onboarding_file(
-    file: UploadFile = File(..., description="Sales data CSV/Excel file"),
-    tenant_id: UUID = Path(..., description="Tenant ID"),
-    current_tenant: str = Depends(get_current_tenant_id_dep),
-    current_user: Dict[str, Any] = Depends(get_current_user_dep),
-    onboarding_service: AIOnboardingService = Depends(get_ai_onboarding_service)
-):
-    """
-    Step 1: Validate uploaded file and extract unique products
-    
-    This endpoint:
-    1. Validates the file format and content
-    2. Checks for required columns (date, product, etc.)
-    3. Extracts unique products from sales data
-    4. Returns validation results and product list
-    """
-    try:
-        # Verify tenant access
-        if str(tenant_id) != current_tenant:
-            raise HTTPException(status_code=403, detail="Access denied to this tenant")
-        
-        # Validate file
-        if not file.filename:
-            raise HTTPException(status_code=400, detail="No file provided")
-        
-        allowed_extensions = ['.csv', '.xlsx', '.xls']
-        if not any(file.filename.lower().endswith(ext) for ext in allowed_extensions):
-            raise HTTPException(status_code=400, detail=f"Unsupported file format. Allowed: {allowed_extensions}")
-        
-        # Determine file format
-        file_format = "csv" if file.filename.lower().endswith('.csv') else "excel"
-        
-        # Read file content
-        file_content = await file.read()
-        if not file_content:
-            raise HTTPException(status_code=400, detail="File is empty")
-        
-        # Convert bytes to string for CSV
-        if file_format == "csv":
-            file_data = file_content.decode('utf-8')
-        else:
-            import base64
-            file_data = base64.b64encode(file_content).decode('utf-8')
-        
-        # Validate and extract products
-        result = await onboarding_service.validate_and_extract_products(
-            file_data=file_data,
-            file_format=file_format,
-            tenant_id=tenant_id
-        )
-        
-        response = FileValidationResponse(
-            is_valid=result.is_valid,
-            total_records=result.total_records,
-            unique_products=result.unique_products,
-            product_list=result.product_list,
-            validation_errors=result.validation_details.errors,
-            validation_warnings=result.validation_details.warnings,
-            summary=result.summary
-        )
-        
-        logger.info("File validation complete", 
-                   filename=file.filename,
-                   is_valid=result.is_valid,
-                   unique_products=result.unique_products,
-                   tenant_id=tenant_id)
-        
-        return response
-        
-    except HTTPException:
-        raise
-    except Exception as e:
-        logger.error("Failed file validation", 
-                    error=str(e), filename=file.filename if file else None, tenant_id=tenant_id)
-        raise HTTPException(status_code=500, detail=f"Validation failed: {str(e)}")
-
-
-@router.post("/tenants/{tenant_id}/onboarding/generate-suggestions", response_model=ProductSuggestionsResponse)
-async def generate_inventory_suggestions(
-    file: UploadFile = File(..., description="Same sales data file from step 1"),
-    product_list: str = Form(..., description="JSON array of product names to classify"),
-    tenant_id: UUID = Path(..., description="Tenant ID"),
-    current_tenant: str = Depends(get_current_tenant_id_dep),
-    current_user: Dict[str, Any] = Depends(get_current_user_dep),
-    onboarding_service: AIOnboardingService = Depends(get_ai_onboarding_service)
-):
-    """
-    Step 2: Generate AI-powered inventory suggestions
-    
-    This endpoint:
-    1. Takes the validated file and product list from step 1
-    2. Uses AI to classify products into inventory categories
-    3. Analyzes business model (production vs retail)
-    4. Returns detailed suggestions for user review
-    """
-    try:
-        # Verify tenant access
-        if str(tenant_id) != current_tenant:
-            raise HTTPException(status_code=403, detail="Access denied to this tenant")
-        
-        # Parse product list
-        import json
-        try:
-            products = json.loads(product_list)
-        except json.JSONDecodeError as e:
-            raise HTTPException(status_code=400, detail=f"Invalid product list format: {str(e)}")
-        
-        if not products:
-            raise HTTPException(status_code=400, detail="No products provided")
-        
-        # Determine file format
-        file_format = "csv" if file.filename.lower().endswith('.csv') else "excel"
-        
-        # Read file content
-        file_content = await file.read()
-        if not file_content:
-            raise HTTPException(status_code=400, detail="File is empty")
-        
-        # Convert bytes to string for CSV
-        if file_format == "csv":
-            file_data = file_content.decode('utf-8')
-        else:
-            import base64
-            file_data = base64.b64encode(file_content).decode('utf-8')
-        
-        # Generate suggestions
-        result = await onboarding_service.generate_inventory_suggestions(
-            product_list=products,
-            file_data=file_data,
-            file_format=file_format,
-            tenant_id=tenant_id
-        )
-        
-        # Convert suggestions to dict format
-        suggestions_dict = []
-        for suggestion in result.suggestions:
-            suggestion_dict = {
-                "suggestion_id": suggestion.suggestion_id,
-                "original_name": suggestion.original_name,
-                "suggested_name": suggestion.suggested_name,
-                "product_type": suggestion.product_type,
-                "category": suggestion.category,
-                "unit_of_measure": suggestion.unit_of_measure,
-                "confidence_score": suggestion.confidence_score,
-                "estimated_shelf_life_days": suggestion.estimated_shelf_life_days,
-                "requires_refrigeration": suggestion.requires_refrigeration,
-                "requires_freezing": suggestion.requires_freezing,
-                "is_seasonal": suggestion.is_seasonal,
-                "suggested_supplier": suggestion.suggested_supplier,
-                "notes": suggestion.notes,
-                "sales_data": suggestion.sales_data
-            }
-            suggestions_dict.append(suggestion_dict)
-        
-        business_model_dict = {
-            "model": result.business_model_analysis.model,
-            "confidence": result.business_model_analysis.confidence,
-            "ingredient_count": result.business_model_analysis.ingredient_count,
-            "finished_product_count": result.business_model_analysis.finished_product_count,
-            "ingredient_ratio": result.business_model_analysis.ingredient_ratio,
-            "recommendations": result.business_model_analysis.recommendations
-        }
-        
-        response = ProductSuggestionsResponse(
-            suggestions=suggestions_dict,
-            business_model_analysis=business_model_dict,
-            total_products=result.total_products,
-            high_confidence_count=result.high_confidence_count,
-            low_confidence_count=result.low_confidence_count,
-            processing_time_seconds=result.processing_time_seconds
-        )
-        
-        logger.info("AI suggestions generated", 
-                   total_products=result.total_products,
-                   business_model=result.business_model_analysis.model,
-                   high_confidence=result.high_confidence_count,
-                   tenant_id=tenant_id)
-        
-        return response
-        
-    except HTTPException:
-        raise
-    except Exception as e:
-        logger.error("Failed to generate suggestions", 
-                    error=str(e), tenant_id=tenant_id)
-        raise HTTPException(status_code=500, detail=f"Suggestion generation failed: {str(e)}")
-
-
-@router.post("/tenants/{tenant_id}/onboarding/create-inventory", response_model=InventoryCreationResponse)
-async def create_inventory_from_suggestions(
-    request: InventoryApprovalRequest,
-    tenant_id: UUID = Path(..., description="Tenant ID"),
-    current_tenant: str = Depends(get_current_tenant_id_dep),
-    current_user: Dict[str, Any] = Depends(get_current_user_dep),
-    onboarding_service: AIOnboardingService = Depends(get_ai_onboarding_service)
-):
-    """
-    Step 3: Create inventory items from approved suggestions
-    
-    This endpoint:
-    1. Takes user-approved inventory suggestions from step 2
-    2. Applies any user modifications to suggestions
-    3. Creates inventory items via inventory service
-    4. Returns creation results for final import step
-    """
-    try:
-        # Verify tenant access
-        if str(tenant_id) != current_tenant:
-            raise HTTPException(status_code=403, detail="Access denied to this tenant")
-        
-        if not request.suggestions:
-            raise HTTPException(status_code=400, detail="No suggestions provided")
-        
-        # Create inventory items using new service
-        result = await onboarding_service.create_inventory_from_suggestions(
-            approved_suggestions=request.suggestions,
-            tenant_id=tenant_id,
-            user_id=UUID(current_user['user_id'])
-        )
-        
-        response = InventoryCreationResponse(
-            created_items=result['created_items'],
-            failed_items=result['failed_items'],
-            total_approved=result['total_approved'],
-            success_rate=result['success_rate']
-        )
-        
-        logger.info("Inventory creation complete", 
-                   created=len(result['created_items']),
-                   failed=len(result['failed_items']),
-                   tenant_id=tenant_id)
-        
-        return response
-        
-    except HTTPException:
-        raise
-    except Exception as e:
-        logger.error("Failed inventory creation", 
-                    error=str(e), tenant_id=tenant_id)
-        raise HTTPException(status_code=500, detail=f"Inventory creation failed: {str(e)}")
-
-
-@router.post("/tenants/{tenant_id}/onboarding/import-sales", response_model=SalesImportResponse)
-async def import_sales_with_inventory(
-    file: UploadFile = File(..., description="Sales data CSV/Excel file"),
-    inventory_mapping: str = Form(..., description="JSON mapping of product names to inventory IDs"),
-    tenant_id: UUID = Path(..., description="Tenant ID"),
-    current_tenant: str = Depends(get_current_tenant_id_dep),
-    current_user: Dict[str, Any] = Depends(get_current_user_dep),
-    onboarding_service: AIOnboardingService = Depends(get_ai_onboarding_service)
-):
-    """
-    Step 4: Final sales data import using created inventory items
-    
-    This endpoint:
-    1. Takes the same validated sales file from step 1
-    2. Uses the inventory mapping from step 3
-    3. Imports sales records using detailed processing from DataImportService
-    4. Returns final import results - onboarding complete!
-    """
-    try:
-        # Verify tenant access
-        if str(tenant_id) != current_tenant:
-            raise HTTPException(status_code=403, detail="Access denied to this tenant")
-        
-        # Validate file
-        if not file.filename:
-            raise HTTPException(status_code=400, detail="No file provided")
-        
-        # Parse inventory mapping
-        import json
-        try:
-            mapping = json.loads(inventory_mapping)
-            # Convert to string mapping for the new service
-            inventory_mapping_dict = {
-                product_name: str(inventory_id) 
-                for product_name, inventory_id in mapping.items()
-            }
-        except json.JSONDecodeError as e:
-            raise HTTPException(status_code=400, detail=f"Invalid inventory mapping format: {str(e)}")
-        
-        # Determine file format
-        file_format = "csv" if file.filename.lower().endswith('.csv') else "excel"
-        
-        # Read file content
-        file_content = await file.read()
-        if not file_content:
-            raise HTTPException(status_code=400, detail="File is empty")
-        
-        # Convert bytes to string for CSV
-        if file_format == "csv":
-            file_data = file_content.decode('utf-8')
-        else:
-            import base64
-            file_data = base64.b64encode(file_content).decode('utf-8')
-        
-        # Import sales data using new service
-        result = await onboarding_service.import_sales_data_with_inventory(
-            file_data=file_data,
-            file_format=file_format,
-            inventory_mapping=inventory_mapping_dict,
-            tenant_id=tenant_id,
-            filename=file.filename
-        )
-        
-        response = SalesImportResponse(
-            import_job_id="onboarding-" + str(tenant_id),  # Generate a simple job ID
-            status="completed" if result.success else "failed",
-            processed_rows=result.import_details.records_processed,
-            successful_imports=result.import_details.records_created,
-            failed_imports=result.import_details.records_failed,
-            errors=[error.get("message", str(error)) for error in result.import_details.errors],
-            warnings=[warning.get("message", str(warning)) for warning in result.import_details.warnings]
-        )
-        
-        logger.info("Sales import complete", 
-                   successful=result.import_details.records_created,
-                   failed=result.import_details.records_failed,
-                   filename=file.filename,
-                   tenant_id=tenant_id)
-        
-        return response
-        
-    except HTTPException:
-        raise
-    except Exception as e:
-        logger.error("Failed sales import", 
-                    error=str(e), filename=file.filename if file else None, tenant_id=tenant_id)
-        raise HTTPException(status_code=500, detail=f"Sales import failed: {str(e)}")
-
-
-@router.get("/tenants/{tenant_id}/onboarding/business-model-guide")
-async def get_business_model_guide(
-    model: str,
-    tenant_id: UUID = Path(..., description="Tenant ID"),
-    current_tenant: str = Depends(get_current_tenant_id_dep),
-    current_user: Dict[str, Any] = Depends(get_current_user_dep)
-):
-    """
-    Get setup recommendations based on detected business model
-    """
-    try:
-        # Verify tenant access
-        if str(tenant_id) != current_tenant:
-            raise HTTPException(status_code=403, detail="Access denied to this tenant")
-        
-        guides = {
-            'production': {
-                'title': 'Production Bakery Setup',
-                'description': 'Your bakery produces items from raw ingredients',
-                'next_steps': [
-                    'Set up supplier relationships for ingredients',
-                    'Configure recipe management and costing',
-                    'Enable production planning and scheduling',
-                    'Set up ingredient inventory alerts and reorder points'
-                ],
-                'recommended_features': [
-                    'Recipe & Production Management',
-                    'Supplier & Procurement',
-                    'Ingredient Inventory Tracking',
-                    'Production Cost Analysis'
-                ],
-                'sample_workflows': [
-                    'Create recipes with ingredient costs',
-                    'Plan daily production based on sales forecasts',
-                    'Track ingredient usage and waste',
-                    'Generate supplier purchase orders'
-                ]
-            },
-            'retail': {
-                'title': 'Retail Bakery Setup',
-                'description': 'Your bakery sells finished products from central bakers',
-                'next_steps': [
-                    'Configure central baker relationships',
-                    'Set up delivery schedules and tracking',
-                    'Enable finished product freshness monitoring',
-                    'Focus on sales forecasting and ordering'
-                ],
-                'recommended_features': [
-                    'Central Baker Management',
-                    'Delivery Schedule Tracking',
-                    'Freshness Monitoring',
-                    'Sales Forecasting'
-                ],
-                'sample_workflows': [
-                    'Set up central baker delivery schedules',
-                    'Track product freshness and expiration',
-                    'Forecast demand and place orders',
-                    'Monitor sales performance by product'
-                ]
-            },
-            'hybrid': {
-                'title': 'Hybrid Bakery Setup',
-                'description': 'Your bakery both produces items and sells finished products',
-                'next_steps': [
-                    'Configure both production and retail features',
-                    'Set up flexible inventory categories',
-                    'Enable comprehensive analytics',
-                    'Plan workflows for both business models'
-                ],
-                'recommended_features': [
-                    'Full Inventory Management',
-                    'Recipe & Production Management', 
-                    'Central Baker Management',
-                    'Advanced Analytics'
-                ],
-                'sample_workflows': [
-                    'Manage both ingredients and finished products',
-                    'Balance production vs purchasing decisions',
-                    'Track costs across both models',
-                    'Optimize inventory mix based on profitability'
-                ]
-            }
-        }
-        
-        if model not in guides:
-            raise HTTPException(status_code=400, detail="Invalid business model")
-        
-        return guides[model]
-        
-    except HTTPException:
-        raise
-    except Exception as e:
-        logger.error("Failed to get business model guide", 
-                    error=str(e), model=model, tenant_id=tenant_id)
-        raise HTTPException(status_code=500, detail=f"Failed to get guide: {str(e)}")

services/sales/app/main.py

@@ -104,9 +104,7 @@ app.add_middleware(
 # Include routers - import router BEFORE sales router to avoid conflicts
 from app.api.sales import router as sales_router
 from app.api.import_data import router as import_router
-from app.api.onboarding import router as onboarding_router
 app.include_router(import_router, prefix="/api/v1", tags=["import"])
-app.include_router(onboarding_router, prefix="/api/v1", tags=["onboarding"])
 app.include_router(sales_router, prefix="/api/v1", tags=["sales"])
 
 # Health check endpoint

services/sales/app/services/ai_onboarding_service.py

@@ -1,865 +0,0 @@
-# services/sales/app/services/ai_onboarding_service.py
-"""
-AI-Powered Onboarding Service
-Handles the complete onboarding flow: File validation -> Product extraction -> Inventory suggestions -> Data processing
-"""
-
-import pandas as pd
-import structlog
-from typing import List, Dict, Any, Optional
-from uuid import UUID, uuid4
-from dataclasses import dataclass
-import asyncio
-
-from app.services.data_import_service import DataImportService, SalesValidationResult, SalesImportResult
-from app.services.inventory_client import InventoryServiceClient
-from app.core.database import get_db_transaction
-
-logger = structlog.get_logger()
-
-
-@dataclass
-class ProductSuggestion:
-    """Single product suggestion from AI classification"""
-    suggestion_id: str
-    original_name: str
-    suggested_name: str
-    product_type: str
-    category: str
-    unit_of_measure: str
-    confidence_score: float
-    estimated_shelf_life_days: Optional[int] = None
-    requires_refrigeration: bool = False
-    requires_freezing: bool = False
-    is_seasonal: bool = False
-    suggested_supplier: Optional[str] = None
-    notes: Optional[str] = None
-    sales_data: Optional[Dict[str, Any]] = None
-
-
-@dataclass
-class BusinessModelAnalysis:
-    """Business model analysis results"""
-    model: str  # production, retail, hybrid
-    confidence: float
-    ingredient_count: int
-    finished_product_count: int
-    ingredient_ratio: float
-    recommendations: List[str]
-
-
-@dataclass
-class OnboardingValidationResult:
-    """Result of onboarding file validation step"""
-    is_valid: bool
-    total_records: int
-    unique_products: int
-    validation_details: SalesValidationResult
-    product_list: List[str]
-    summary: Dict[str, Any]
-
-
-@dataclass
-class ProductSuggestionsResult:
-    """Result of AI product classification step"""
-    suggestions: List[ProductSuggestion]
-    business_model_analysis: BusinessModelAnalysis
-    total_products: int
-    high_confidence_count: int
-    low_confidence_count: int
-    processing_time_seconds: float
-
-
-@dataclass
-class OnboardingImportResult:
-    """Result of final data import step"""
-    success: bool
-    import_details: SalesImportResult
-    inventory_items_created: int
-    inventory_creation_errors: List[str]
-    final_summary: Dict[str, Any]
-
-
-class AIOnboardingService:
-    """
-    Unified AI-powered onboarding service that orchestrates the complete flow:
-    1. File validation and product extraction
-    2. AI-powered inventory suggestions
-    3. User confirmation and inventory creation
-    4. Final sales data import
-    """
-    
-    def __init__(self):
-        self.data_import_service = DataImportService()
-        self.inventory_client = InventoryServiceClient()
-    
-    # ================================================================
-    # STEP 1: FILE VALIDATION AND PRODUCT EXTRACTION
-    # ================================================================
-    
-    async def validate_and_extract_products(
-        self, 
-        file_data: str,
-        file_format: str, 
-        tenant_id: UUID
-    ) -> OnboardingValidationResult:
-        """
-        Step 1: Validate uploaded file and extract unique products
-        This uses the detailed validation from data_import_service
-        """
-        try:
-            logger.info("Starting onboarding validation and product extraction", 
-                       file_format=file_format, tenant_id=tenant_id)
-            
-            # Use data_import_service for detailed validation
-            validation_data = {
-                "tenant_id": str(tenant_id),
-                "data": file_data,
-                "data_format": file_format,
-                "validate_only": True,
-                "source": "ai_onboarding"
-            }
-            
-            validation_result = await self.data_import_service.validate_import_data(validation_data)
-            
-            # Extract unique products if validation passes
-            product_list = []
-            unique_products = 0
-            
-            if validation_result.is_valid and file_format.lower() == "csv":
-                try:
-                    # Parse CSV to extract unique products
-                    import csv
-                    import io
-                    
-                    reader = csv.DictReader(io.StringIO(file_data))
-                    rows = list(reader)
-                    
-                    # Use data_import_service column detection
-                    column_mapping = self.data_import_service._detect_columns(list(rows[0].keys()) if rows else [])
-                    
-                    if column_mapping.get('product'):
-                        product_column = column_mapping['product']
-                        
-                        # Extract and clean unique products
-                        products_raw = [row.get(product_column, '').strip() for row in rows if row.get(product_column, '').strip()]
-                        
-                        # Clean product names using data_import_service method
-                        products_cleaned = [
-                            self.data_import_service._clean_product_name(product) 
-                            for product in products_raw
-                        ]
-                        
-                        # Get unique products
-                        product_list = list(set([p for p in products_cleaned if p and p != "Producto sin nombre"]))
-                        unique_products = len(product_list)
-                        
-                        logger.info("Extracted unique products", 
-                                  total_rows=len(rows), unique_products=unique_products)
-                    
-                except Exception as e:
-                    logger.error("Failed to extract products", error=str(e))
-                    # Don't fail validation just because product extraction failed
-                    pass
-            
-            result = OnboardingValidationResult(
-                is_valid=validation_result.is_valid,
-                total_records=validation_result.total_records,
-                unique_products=unique_products,
-                validation_details=validation_result,
-                product_list=product_list,
-                summary={
-                    "status": "valid" if validation_result.is_valid else "invalid",
-                    "file_format": file_format,
-                    "total_records": validation_result.total_records,
-                    "unique_products": unique_products,
-                    "ready_for_ai_classification": validation_result.is_valid and unique_products > 0,
-                    "next_step": "ai_classification" if validation_result.is_valid and unique_products > 0 else "fix_validation_errors"
-                }
-            )
-            
-            logger.info("Onboarding validation completed", 
-                       is_valid=result.is_valid, 
-                       unique_products=unique_products,
-                       tenant_id=tenant_id)
-            
-            return result
-            
-        except Exception as e:
-            logger.error("Onboarding validation failed", error=str(e), tenant_id=tenant_id)
-            
-            return OnboardingValidationResult(
-                is_valid=False,
-                total_records=0,
-                unique_products=0,
-                validation_details=SalesValidationResult(
-                    is_valid=False,
-                    total_records=0,
-                    valid_records=0,
-                    invalid_records=0,
-                    errors=[{
-                        "type": "system_error",
-                        "message": f"Onboarding validation error: {str(e)}",
-                        "field": None,
-                        "row": None,
-                        "code": "ONBOARDING_VALIDATION_ERROR"
-                    }],
-                    warnings=[],
-                    summary={}
-                ),
-                product_list=[],
-                summary={
-                    "status": "error",
-                    "error_message": str(e),
-                    "next_step": "retry_upload"
-                }
-            )
-    
-    # ================================================================
-    # STEP 2: AI PRODUCT CLASSIFICATION
-    # ================================================================
-    
-    async def generate_inventory_suggestions(
-        self, 
-        product_list: List[str],
-        file_data: str,
-        file_format: str,
-        tenant_id: UUID
-    ) -> ProductSuggestionsResult:
-        """
-        Step 2: Generate AI-powered inventory suggestions for products
-        """
-        import time
-        start_time = time.time()
-        
-        try:
-            logger.info("Starting AI inventory suggestions", 
-                       product_count=len(product_list), tenant_id=tenant_id)
-            
-            if not product_list:
-                raise ValueError("No products provided for classification")
-            
-            # Analyze sales data for each product to provide context
-            product_analysis = await self._analyze_product_sales_data(
-                product_list, file_data, file_format
-            )
-            
-            # Prepare products for classification
-            products_for_classification = []
-            for product_name in product_list:
-                sales_data = product_analysis.get(product_name, {})
-                products_for_classification.append({
-                    "product_name": product_name,
-                    "sales_volume": sales_data.get("total_quantity"),
-                    "sales_data": sales_data
-                })
-            
-            # Call inventory service for AI classification
-            classification_result = await self.inventory_client.classify_products_batch(
-                products_for_classification, tenant_id
-            )
-            
-            if not classification_result or "suggestions" not in classification_result:
-                raise ValueError("Invalid classification response from inventory service")
-            
-            suggestions_raw = classification_result["suggestions"]
-            business_model_raw = classification_result.get("business_model_analysis", {})
-            
-            # Convert to dataclass objects
-            suggestions = []
-            for suggestion_data in suggestions_raw:
-                suggestion = ProductSuggestion(
-                    suggestion_id=suggestion_data.get("suggestion_id", str(uuid4())),
-                    original_name=suggestion_data["original_name"],
-                    suggested_name=suggestion_data["suggested_name"],
-                    product_type=suggestion_data["product_type"],
-                    category=suggestion_data["category"],
-                    unit_of_measure=suggestion_data["unit_of_measure"],
-                    confidence_score=suggestion_data["confidence_score"],
-                    estimated_shelf_life_days=suggestion_data.get("estimated_shelf_life_days"),
-                    requires_refrigeration=suggestion_data.get("requires_refrigeration", False),
-                    requires_freezing=suggestion_data.get("requires_freezing", False),
-                    is_seasonal=suggestion_data.get("is_seasonal", False),
-                    suggested_supplier=suggestion_data.get("suggested_supplier"),
-                    notes=suggestion_data.get("notes"),
-                    sales_data=product_analysis.get(suggestion_data["original_name"])
-                )
-                suggestions.append(suggestion)
-            
-            # Check if enhanced business intelligence data is available
-            bi_data = product_analysis.get('__business_intelligence__')
-            
-            if bi_data and bi_data.get('confidence_score', 0) > 0.6:
-                # Use enhanced business intelligence analysis
-                business_type = bi_data.get('business_type', 'bakery')
-                business_model_detected = bi_data.get('business_model', 'individual')
-                
-                # Map business intelligence results to existing model format
-                model_mapping = {
-                    'individual': 'individual_bakery',
-                    'central_distribution': 'central_baker_satellite',
-                    'central_bakery': 'central_baker_satellite',
-                    'hybrid': 'hybrid_bakery'
-                }
-                
-                mapped_model = model_mapping.get(business_model_detected, 'individual_bakery')
-                
-                # Count ingredients vs finished products from suggestions
-                ingredient_count = sum(1 for s in suggestions if s.product_type == 'ingredient')
-                finished_product_count = sum(1 for s in suggestions if s.product_type == 'finished_product')
-                total_products = len(suggestions)
-                ingredient_ratio = ingredient_count / total_products if total_products > 0 else 0.0
-                
-                # Enhanced recommendations based on BI analysis
-                enhanced_recommendations = bi_data.get('recommendations', [])
-                
-                # Add business type specific recommendations
-                if business_type == 'coffee_shop':
-                    enhanced_recommendations.extend([
-                        "Configure beverage inventory management",
-                        "Set up quick-service item tracking",
-                        "Enable all-day service optimization"
-                    ])
-                
-                business_model = BusinessModelAnalysis(
-                    model=mapped_model,
-                    confidence=bi_data.get('confidence_score', 0.0),
-                    ingredient_count=ingredient_count,
-                    finished_product_count=finished_product_count,
-                    ingredient_ratio=ingredient_ratio,
-                    recommendations=enhanced_recommendations[:6]  # Limit to top 6 recommendations
-                )
-                
-                logger.info("Using enhanced business intelligence for model analysis",
-                           detected_type=business_type,
-                           detected_model=business_model_detected,
-                           mapped_model=mapped_model,
-                           confidence=bi_data.get('confidence_score'))
-            else:
-                # Fallback to basic inventory service analysis
-                business_model = BusinessModelAnalysis(
-                    model=business_model_raw.get("model", "unknown"),
-                    confidence=business_model_raw.get("confidence", 0.0),
-                    ingredient_count=business_model_raw.get("ingredient_count", 0),
-                    finished_product_count=business_model_raw.get("finished_product_count", 0),
-                    ingredient_ratio=business_model_raw.get("ingredient_ratio", 0.0),
-                    recommendations=business_model_raw.get("recommendations", [])
-                )
-                
-                logger.info("Using basic inventory service business model analysis")
-            
-            # Calculate confidence metrics
-            high_confidence_count = sum(1 for s in suggestions if s.confidence_score >= 0.7)
-            low_confidence_count = sum(1 for s in suggestions if s.confidence_score < 0.6)
-            
-            processing_time = time.time() - start_time
-            
-            result = ProductSuggestionsResult(
-                suggestions=suggestions,
-                business_model_analysis=business_model,
-                total_products=len(suggestions),
-                high_confidence_count=high_confidence_count,
-                low_confidence_count=low_confidence_count,
-                processing_time_seconds=processing_time
-            )
-            
-            # Update tenant's business model based on AI analysis
-            if business_model.model != "unknown" and business_model.confidence >= 0.6:
-                try:
-                    await self._update_tenant_business_model(tenant_id, business_model.model)
-                    logger.info("Updated tenant business model", 
-                               tenant_id=tenant_id, 
-                               business_model=business_model.model,
-                               confidence=business_model.confidence)
-                except Exception as e:
-                    logger.warning("Failed to update tenant business model", 
-                                 error=str(e), tenant_id=tenant_id)
-                    # Don't fail the entire process if tenant update fails
-            
-            logger.info("AI inventory suggestions completed", 
-                       total_suggestions=len(suggestions),
-                       business_model=business_model.model,
-                       high_confidence=high_confidence_count,
-                       processing_time=processing_time,
-                       tenant_id=tenant_id)
-            
-            return result
-            
-        except Exception as e:
-            processing_time = time.time() - start_time
-            logger.error("AI inventory suggestions failed", 
-                       error=str(e), tenant_id=tenant_id)
-            
-            # Return fallback suggestions
-            fallback_suggestions = [
-                ProductSuggestion(
-                    suggestion_id=str(uuid4()),
-                    original_name=product_name,
-                    suggested_name=product_name.title(),
-                    product_type="finished_product",
-                    category="other_products",
-                    unit_of_measure="units",
-                    confidence_score=0.3,
-                    notes="Fallback suggestion - requires manual review"
-                )
-                for product_name in product_list
-            ]
-            
-            return ProductSuggestionsResult(
-                suggestions=fallback_suggestions,
-                business_model_analysis=BusinessModelAnalysis(
-                    model="unknown",
-                    confidence=0.0,
-                    ingredient_count=0,
-                    finished_product_count=len(fallback_suggestions),
-                    ingredient_ratio=0.0,
-                    recommendations=["Manual review required for all products"]
-                ),
-                total_products=len(fallback_suggestions),
-                high_confidence_count=0,
-                low_confidence_count=len(fallback_suggestions),
-                processing_time_seconds=processing_time
-            )
-    
-    # ================================================================
-    # STEP 3: INVENTORY CREATION (after user confirmation)
-    # ================================================================
-    
-    async def create_inventory_from_suggestions(
-        self,
-        approved_suggestions: List[Dict[str, Any]],
-        tenant_id: UUID,
-        user_id: UUID
-    ) -> Dict[str, Any]:
-        """
-        Step 3: Create inventory items from user-approved suggestions
-        """
-        try:
-            logger.info("Creating inventory from approved suggestions", 
-                       approved_count=len(approved_suggestions), tenant_id=tenant_id)
-            
-            created_items = []
-            failed_items = []
-            
-            for approval in approved_suggestions:
-                suggestion_id = approval.get("suggestion_id")
-                is_approved = approval.get("approved", False)
-                modifications = approval.get("modifications", {})
-                
-                if not is_approved:
-                    continue
-                
-                try:
-                    # Build inventory item data from suggestion and modifications
-                    # Map to inventory service expected format
-                    raw_category = modifications.get("category") or approval.get("category", "other")
-                    raw_unit = modifications.get("unit_of_measure") or approval.get("unit_of_measure", "units")
-                    
-                    # Map categories to inventory service enum values
-                    category_mapping = {
-                        "flour": "flour",
-                        "yeast": "yeast", 
-                        "dairy": "dairy",
-                        "eggs": "eggs",
-                        "sugar": "sugar",
-                        "fats": "fats",
-                        "salt": "salt",
-                        "spices": "spices",
-                        "additives": "additives",
-                        "packaging": "packaging",
-                        "cleaning": "cleaning",
-                        "grains": "flour",  # Map common variations
-                        "bread": "other",
-                        "pastries": "other",
-                        "croissants": "other",
-                        "cakes": "other",
-                        "other_products": "other"
-                    }
-                    
-                    # Map units to inventory service enum values
-                    unit_mapping = {
-                        "kg": "kg",
-                        "kilograms": "kg",
-                        "g": "g", 
-                        "grams": "g",
-                        "l": "l",
-                        "liters": "l",
-                        "ml": "ml",
-                        "milliliters": "ml",
-                        "units": "units",
-                        "pieces": "pcs",
-                        "pcs": "pcs",
-                        "packages": "pkg",
-                        "pkg": "pkg",
-                        "bags": "bags",
-                        "boxes": "boxes"
-                    }
-                    
-                    mapped_category = category_mapping.get(raw_category.lower(), "other")
-                    mapped_unit = unit_mapping.get(raw_unit.lower(), "units")
-                    
-                    inventory_data = {
-                        "name": modifications.get("name") or approval.get("suggested_name"),
-                        "category": mapped_category,
-                        "unit_of_measure": mapped_unit,
-                        "product_type": approval.get("product_type"),
-                        "description": modifications.get("description") or approval.get("notes", ""),
-                        # Optional fields
-                        "brand": modifications.get("brand") or approval.get("suggested_supplier"),
-                        "is_active": True,
-                        # Explicitly set boolean fields to ensure they're not NULL
-                        "requires_refrigeration": modifications.get("requires_refrigeration", approval.get("requires_refrigeration", False)),
-                        "requires_freezing": modifications.get("requires_freezing", approval.get("requires_freezing", False)),
-                        "is_perishable": modifications.get("is_perishable", approval.get("is_perishable", False))
-                    }
-                    
-                    # Add optional numeric fields only if they exist
-                    shelf_life = modifications.get("estimated_shelf_life_days") or approval.get("estimated_shelf_life_days")
-                    if shelf_life:
-                        inventory_data["shelf_life_days"] = shelf_life
-                    
-                    # Create inventory item via inventory service
-                    created_item = await self.inventory_client.create_ingredient(
-                        inventory_data, str(tenant_id)
-                    )
-                    
-                    if created_item:
-                        created_items.append({
-                            "suggestion_id": suggestion_id,
-                            "inventory_item": created_item,
-                            "original_name": approval.get("original_name")
-                        })
-                        logger.info("Created inventory item", 
-                                  item_name=inventory_data["name"], 
-                                  suggestion_id=suggestion_id)
-                    else:
-                        failed_items.append({
-                            "suggestion_id": suggestion_id,
-                            "error": "Failed to create inventory item - no response"
-                        })
-                        
-                except Exception as e:
-                    logger.error("Failed to create inventory item", 
-                               error=str(e), suggestion_id=suggestion_id)
-                    failed_items.append({
-                        "suggestion_id": suggestion_id,
-                        "error": str(e)
-                    })
-            
-            success_rate = len(created_items) / max(1, len(approved_suggestions)) * 100
-            
-            result = {
-                "created_items": created_items,
-                "failed_items": failed_items,
-                "total_approved": len(approved_suggestions),
-                "successful_creations": len(created_items),
-                "failed_creations": len(failed_items),
-                "success_rate": success_rate,
-                "ready_for_import": len(created_items) > 0
-            }
-            
-            logger.info("Inventory creation completed", 
-                       created=len(created_items), 
-                       failed=len(failed_items),
-                       success_rate=success_rate,
-                       tenant_id=tenant_id)
-            
-            return result
-            
-        except Exception as e:
-            logger.error("Inventory creation failed", error=str(e), tenant_id=tenant_id)
-            raise
-    
-    # ================================================================
-    # STEP 4: FINAL DATA IMPORT
-    # ================================================================
-    
-    async def import_sales_data_with_inventory(
-        self,
-        file_data: str,
-        file_format: str,
-        inventory_mapping: Dict[str, str],  # original_product_name -> inventory_item_id
-        tenant_id: UUID,
-        filename: Optional[str] = None
-    ) -> OnboardingImportResult:
-        """
-        Step 4: Import sales data using the detailed processing from data_import_service
-        """
-        try:
-            logger.info("Starting final sales data import with inventory mapping", 
-                       mappings_count=len(inventory_mapping), tenant_id=tenant_id)
-            
-            # Use data_import_service for the actual import processing
-            import_result = await self.data_import_service.process_import(
-                str(tenant_id), file_data, file_format, filename
-            )
-            
-            result = OnboardingImportResult(
-                success=import_result.success,
-                import_details=import_result,
-                inventory_items_created=len(inventory_mapping),
-                inventory_creation_errors=[],
-                final_summary={
-                    "status": "completed" if import_result.success else "failed",
-                    "total_records": import_result.records_processed,
-                    "successful_imports": import_result.records_created,
-                    "failed_imports": import_result.records_failed,
-                    "inventory_items": len(inventory_mapping),
-                    "processing_time": import_result.processing_time_seconds,
-                    "onboarding_complete": import_result.success
-                }
-            )
-            
-            logger.info("Final sales data import completed", 
-                       success=import_result.success,
-                       records_created=import_result.records_created,
-                       tenant_id=tenant_id)
-            
-            return result
-            
-        except Exception as e:
-            logger.error("Final sales data import failed", error=str(e), tenant_id=tenant_id)
-            
-            return OnboardingImportResult(
-                success=False,
-                import_details=SalesImportResult(
-                    success=False,
-                    records_processed=0,
-                    records_created=0,
-                    records_updated=0,
-                    records_failed=0,
-                    errors=[{
-                        "type": "import_error",
-                        "message": f"Import failed: {str(e)}",
-                        "field": None,
-                        "row": None,
-                        "code": "FINAL_IMPORT_ERROR"
-                    }],
-                    warnings=[],
-                    processing_time_seconds=0.0
-                ),
-                inventory_items_created=len(inventory_mapping),
-                inventory_creation_errors=[str(e)],
-                final_summary={
-                    "status": "failed",
-                    "error_message": str(e),
-                    "onboarding_complete": False
-                }
-            )
-    
-    # ================================================================
-    # HELPER METHODS
-    # ================================================================
-    
-    async def _analyze_product_sales_data(
-        self, 
-        product_list: List[str], 
-        file_data: str, 
-        file_format: str
-    ) -> Dict[str, Dict[str, Any]]:
-        """Analyze sales data for each product to provide context for AI classification"""
-        try:
-            if file_format.lower() != "csv":
-                return {}
-            
-            import csv
-            import io
-            
-            reader = csv.DictReader(io.StringIO(file_data))
-            rows = list(reader)
-            
-            if not rows:
-                return {}
-            
-            # Use data_import_service column detection
-            column_mapping = self.data_import_service._detect_columns(list(rows[0].keys()))
-            
-            if not column_mapping.get('product'):
-                return {}
-            
-            product_column = column_mapping['product']
-            quantity_column = column_mapping.get('quantity')
-            revenue_column = column_mapping.get('revenue')
-            date_column = column_mapping.get('date')
-            
-            # Analyze each product
-            product_analysis = {}
-            
-            for product_name in product_list:
-                # Find all rows for this product
-                product_rows = [
-                    row for row in rows 
-                    if self.data_import_service._clean_product_name(row.get(product_column, '')) == product_name
-                ]
-                
-                if not product_rows:
-                    continue
-                
-                # Calculate metrics
-                total_quantity = 0
-                total_revenue = 0
-                sales_count = len(product_rows)
-                
-                for row in product_rows:
-                    try:
-                        # Quantity
-                        qty_raw = row.get(quantity_column, 1)
-                        if qty_raw and str(qty_raw).strip():
-                            qty = int(float(str(qty_raw).replace(',', '.')))
-                            total_quantity += qty
-                        else:
-                            total_quantity += 1
-                        
-                        # Revenue
-                        if revenue_column:
-                            rev_raw = row.get(revenue_column)
-                            if rev_raw and str(rev_raw).strip():
-                                rev = float(str(rev_raw).replace(',', '.').replace('€', '').replace('$', '').strip())
-                                total_revenue += rev
-                    except:
-                        continue
-                
-                avg_quantity = total_quantity / sales_count if sales_count > 0 else 0
-                avg_revenue = total_revenue / sales_count if sales_count > 0 else 0
-                avg_unit_price = total_revenue / total_quantity if total_quantity > 0 else 0
-                
-                product_analysis[product_name] = {
-                    "total_quantity": total_quantity,
-                    "total_revenue": total_revenue,
-                    "sales_count": sales_count,
-                    "avg_quantity_per_sale": avg_quantity,
-                    "avg_revenue_per_sale": avg_revenue,
-                    "avg_unit_price": avg_unit_price
-                }
-            
-            # Add enhanced business intelligence analysis
-            try:
-                from app.services.business_intelligence_service import BusinessIntelligenceService
-                
-                bi_service = BusinessIntelligenceService()
-                
-                # Convert parsed data to format expected by BI service
-                sales_data = []
-                product_data = []
-                
-                for row in rows:
-                    # Create sales record from CSV row
-                    sales_record = {
-                        'date': row.get(date_column, ''),
-                        'product_name': row.get(product_column, ''),
-                        'name': row.get(product_column, ''),
-                        'quantity_sold': 0,
-                        'revenue': 0,
-                        'location_id': row.get('location', 'main'),
-                        'sales_channel': row.get('channel', 'in_store'),
-                        'supplier_name': row.get('supplier', ''),
-                        'brand': row.get('brand', '')
-                    }
-                    
-                    # Parse quantity
-                    if quantity_column:
-                        try:
-                            qty_raw = row.get(quantity_column, 1)
-                            if qty_raw and str(qty_raw).strip():
-                                sales_record['quantity_sold'] = int(float(str(qty_raw).replace(',', '.')))
-                        except:
-                            sales_record['quantity_sold'] = 1
-                    
-                    # Parse revenue
-                    if revenue_column:
-                        try:
-                            rev_raw = row.get(revenue_column)
-                            if rev_raw and str(rev_raw).strip():
-                                sales_record['revenue'] = float(str(rev_raw).replace(',', '.').replace('€', '').replace('$', '').strip())
-                        except:
-                            pass
-                    
-                    sales_data.append(sales_record)
-                    
-                    # Create product data entry
-                    product_data.append({
-                        'name': sales_record['product_name'],
-                        'supplier_name': sales_record.get('supplier_name', ''),
-                        'brand': sales_record.get('brand', '')
-                    })
-                
-                # Run business intelligence analysis
-                if sales_data:
-                    detection_result = await bi_service.analyze_business_from_sales_data(
-                        sales_data=sales_data,
-                        product_data=product_data
-                    )
-                    
-                    # Store business intelligence results in product_analysis
-                    product_analysis['__business_intelligence__'] = {
-                        "business_type": detection_result.business_type,
-                        "business_model": detection_result.business_model,
-                        "confidence_score": detection_result.confidence_score,
-                        "indicators": detection_result.indicators,
-                        "recommendations": detection_result.recommendations,
-                        "analysis_summary": f"{detection_result.business_type.title()} - {detection_result.business_model.replace('_', ' ').title()}"
-                    }
-                    
-                    logger.info("Enhanced business intelligence analysis completed",
-                               business_type=detection_result.business_type,
-                               business_model=detection_result.business_model,
-                               confidence=detection_result.confidence_score)
-                else:
-                    logger.warning("No sales data available for business intelligence analysis")
-                    
-            except Exception as bi_error:
-                logger.warning("Business intelligence analysis failed", error=str(bi_error))
-                # Continue with basic analysis even if BI fails
-            
-            return product_analysis
-            
-        except Exception as e:
-            logger.warning("Failed to analyze product sales data", error=str(e))
-            return {}
-    
-    async def _update_tenant_business_model(self, tenant_id: UUID, business_model: str) -> None:
-        """Update tenant's business model based on AI analysis"""
-        try:
-            # Use the gateway URL for all inter-service communication
-            from app.core.config import settings
-            import httpx
-            
-            gateway_url = settings.GATEWAY_URL
-            url = f"{gateway_url}/api/v1/tenants/{tenant_id}"
-            
-            # Prepare update data
-            update_data = {
-                "business_model": business_model
-            }
-            
-            # Make request through gateway
-            timeout_config = httpx.Timeout(connect=10.0, read=30.0, write=10.0, pool=10.0)
-            
-            async with httpx.AsyncClient(timeout=timeout_config) as client:
-                response = await client.put(
-                    url,
-                    json=update_data,
-                    headers={"Content-Type": "application/json"}
-                )
-                
-                if response.status_code == 200:
-                    logger.info("Successfully updated tenant business model via gateway",
-                               tenant_id=tenant_id, business_model=business_model)
-                else:
-                    logger.warning("Failed to update tenant business model via gateway",
-                                 tenant_id=tenant_id, 
-                                 status_code=response.status_code,
-                                 response=response.text)
-                    
-        except Exception as e:
-            logger.error("Error updating tenant business model via gateway",
-                        tenant_id=tenant_id, 
-                        business_model=business_model,
-                        error=str(e))
-            raise
-
-
-# Factory function for dependency injection
-def get_ai_onboarding_service() -> AIOnboardingService:
-    """Get AI onboarding service instance"""
-    return AIOnboardingService()

services/sales/app/services/data_import_service.py

@@ -26,7 +26,7 @@ logger = structlog.get_logger()
 
 
 # Import result schemas (dataclass definitions)
-from dataclasses import dataclass
+from dataclasses import dataclass, field
 from typing import List, Dict, Any
 
 @dataclass
@@ -38,6 +38,8 @@ class SalesValidationResult:
     errors: List[Dict[str, Any]]
     warnings: List[Dict[str, Any]]
     summary: Dict[str, Any]
+    unique_products: int = 0
+    product_list: List[str] = field(default_factory=list)
 
 @dataclass
 class SalesImportResult:
@@ -99,7 +101,9 @@ class DataImportService:
                 invalid_records=0,
                 errors=[],
                 warnings=[],
-                summary={}
+                summary={},
+                unique_products=0,
+                product_list=[]
             )
             
             errors = []
@@ -216,6 +220,22 @@ class DataImportService:
                                 "code": "MISSING_PRODUCT_COLUMN"
                             })
                         
+                        # Extract unique products for AI suggestions
+                        if column_mapping.get('product') and not errors:
+                            product_column = column_mapping['product']
+                            unique_products_set = set()
+                            
+                            for row in rows:
+                                product_name = row.get(product_column, '').strip()
+                                if product_name and len(product_name) > 0:
+                                    unique_products_set.add(product_name)
+                            
+                            validation_result.product_list = list(unique_products_set)
+                            validation_result.unique_products = len(unique_products_set)
+                            
+                            logger.info(f"Extracted {validation_result.unique_products} unique products from CSV", 
+                                      tenant_id=data.get("tenant_id"))
+                        
                         if not column_mapping.get('quantity'):
                             warnings.append({
                                 "type": "missing_column",