501 lines
13 KiB
Markdown
501 lines
13 KiB
Markdown
# Bakery-IA Documentation Index
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Complete technical documentation for VUE Madrid business plan submission.
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## 📚 Documentation Overview
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This comprehensive technical documentation package includes detailed README files for the core components of the Bakery-IA platform, providing complete technical specifications, business value propositions, and implementation details suitable for investor presentations, grant applications, and technical audits.
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## 📖 Master Documentation
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### [Technical Documentation Summary](./TECHNICAL-DOCUMENTATION-SUMMARY.md)
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**Comprehensive 50+ page executive summary**
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- Complete platform architecture overview
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- All 20 services documented with key features
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- Business value and ROI metrics
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- Market analysis and competitive advantages
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- Financial projections
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- Security and compliance details
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- Roadmap and future enhancements
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**Perfect for**: VUE Madrid submission, investor presentations, grant applications
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## 🔧 Core Infrastructure (2 services)
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### 1. [API Gateway](../gateway/README.md)
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**700+ lines | Production Ready**
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Centralized entry point for all microservices with JWT authentication, rate limiting, and real-time SSE/WebSocket support.
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**Key Metrics:**
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- 95%+ cache hit rate
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- 1,000+ req/sec throughput
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- <10ms median latency
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- 300 req/min rate limit
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**Business Value:** €0 - Included infrastructure, enables all services
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---
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### 2. [Frontend Dashboard](../frontend/README.md)
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**600+ lines | Modern React SPA**
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Professional React 18 + TypeScript dashboard with real-time updates, mobile-first design, and WCAG 2.1 AA accessibility.
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**Key Metrics:**
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- <2s page load time
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- 90+ Lighthouse score
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- Mobile-first responsive
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- Real-time SSE + WebSocket
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**Business Value:** 15-20 hours/week time savings, intuitive UI reduces training costs
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## 🤖 AI/ML Services (3 services)
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### 3. [Forecasting Service](../services/forecasting/README.md)
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**850+ lines | AI Core**
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Facebook Prophet algorithm with Spanish weather, Madrid traffic, and holiday integration for 70-85% forecast accuracy.
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**Key Metrics:**
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- 70-85% forecast accuracy (MAPE: 15-25%)
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- R² Score: 0.70-0.85
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- <2s forecast generation
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- 85-90% cache hit rate
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**Business Value:** €500-2,000/month savings per bakery, 20-40% waste reduction
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### 4. [Training Service](../services/training/README.md)
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**850+ lines | ML Pipeline**
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Automated ML model training with real-time WebSocket progress updates and automatic model versioning.
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**Key Metrics:**
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- 30 min max training time
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- 3 concurrent training jobs
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- 100% model versioning
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- Real-time WebSocket updates
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**Business Value:** Continuous improvement, no ML expertise required, self-learning system
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### 5. [AI Insights Service](../services/ai_insights/README.md)
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**Enhanced | Intelligent Recommendations**
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Proactive operational recommendations with confidence scoring and closed-loop learning from feedback.
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**Key Metrics:**
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- 0-100% confidence scoring
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- Multiple categories (inventory, production, procurement, sales)
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- Impact estimation with ROI tracking
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- Priority-based alerting
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**Business Value:** €300-1,000/month identified opportunities, 5-10 hours/week analysis savings
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## 📊 Core Business Services (6 services)
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### 6. [Sales Service](../services/sales/README.md)
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**800+ lines | Data Foundation**
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Historical sales management with bulk CSV/Excel import and comprehensive analytics.
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**Key Metrics:**
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- 15,000+ records imported in minutes
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- 99%+ data accuracy
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- Real-time analytics
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- Multi-channel support
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**Business Value:** 5-8 hours/week saved, clean data improves forecast accuracy 15-25%
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### 7. Inventory Service
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**Location:** `/services/inventory/`
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Stock tracking with FIFO, expiration management, low stock alerts, and HACCP food safety compliance.
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**Key Features:**
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- Real-time stock levels
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- Automated reorder points
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- Barcode scanning support
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- Food safety tracking
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**Business Value:** Zero food waste goal, compliance with food safety regulations
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---
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### 8. Production Service
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**Location:** `/services/production/`
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Production scheduling, batch tracking, quality control, and equipment management.
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**Key Features:**
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- Automated production schedules
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- Quality check templates
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- Equipment tracking
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- Capacity planning
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**Business Value:** Optimized production efficiency, quality consistency
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---
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### 9. Recipes Service
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**Location:** `/services/recipes/`
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Recipe management with ingredient quantities, batch scaling, and cost calculation.
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**Key Features:**
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- Recipe CRUD operations
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- Ingredient management
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- Batch scaling
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- Cost tracking
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**Business Value:** Standardized production, accurate cost calculation
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### 10. Orders Service
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**Location:** `/services/orders/`
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Customer order management with order lifecycle tracking and customer database.
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**Key Features:**
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- Order processing
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- Customer management
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- Status tracking
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- Order history
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**Business Value:** Customer relationship management, order fulfillment tracking
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### 11. Procurement Service
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**Location:** `/services/procurement/`
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Automated procurement planning with purchase order management and supplier integration.
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**Key Features:**
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- Automated procurement needs
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- Purchase order generation
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- Supplier allocation
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- Inventory projections
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**Business Value:** Stock-out prevention, cost optimization
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### 12. Suppliers Service
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**Location:** `/services/suppliers/`
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Supplier database with performance tracking, quality reviews, and price lists.
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**Key Features:**
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- Supplier management
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- Performance scorecards
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- Quality ratings
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- Price comparisons
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**Business Value:** Supplier relationship optimization, cost reduction, quality assurance
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## 🔌 Integration Services (4 services)
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### 13. POS Service
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**Location:** `/services/pos/`
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Square, Toast, and Lightspeed POS integration with automatic transaction sync.
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**Key Features:**
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- Multi-POS support
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- Webhook handling
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- Real-time sync
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- Transaction tracking
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**Business Value:** Automated sales data collection, eliminates manual entry
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### 14. External Service
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**Location:** `/services/external/`
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AEMET weather API, Madrid traffic data, and Spanish holiday calendar integration.
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**Key Features:**
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- Weather forecasts (AEMET)
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- Traffic patterns (Madrid)
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- Holiday calendars
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- Data quality monitoring
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**Business Value:** Enhanced forecast accuracy, free public data utilization
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### 15. Notification Service
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**Location:** `/services/notification/`
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Multi-channel notifications via Email (SMTP) and WhatsApp (Twilio).
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**Key Features:**
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- Email notifications
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- WhatsApp integration
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- Template management
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- Delivery tracking
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**Business Value:** Real-time operational alerts, customer communication
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### 16. Alert Processor Service
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**Location:** `/services/alert_processor/`
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Central alert hub consuming RabbitMQ events with intelligent severity-based routing.
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**Key Features:**
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- RabbitMQ consumer
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- Severity-based routing
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- Multi-channel distribution
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- Active alert caching
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**Business Value:** Centralized alert management, reduces alert fatigue
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## ⚙️ Platform Services (4 services)
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### 17. Auth Service
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**Location:** `/services/auth/`
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JWT authentication with user registration, GDPR compliance, and audit logging.
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**Key Features:**
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- JWT token authentication
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- User management
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- GDPR compliance
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- Audit trails
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**Business Value:** Secure multi-tenant access, EU compliance
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### 18. Tenant Service
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**Location:** `/services/tenant/`
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Multi-tenant management with Stripe subscriptions and team member administration.
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**Key Features:**
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- Tenant management
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- Stripe integration
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- Team members
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- Subscription plans
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**Business Value:** SaaS revenue model support, automated billing
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### 19. Orchestrator Service
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**Location:** `/services/orchestrator/`
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Daily workflow automation triggering forecasting, production planning, and procurement.
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**Key Features:**
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- Scheduled workflows
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- Service coordination
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- Leader election
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- Retry mechanisms
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**Business Value:** Fully automated daily operations, consistent execution
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### 20. Demo Session Service
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**Location:** `/services/demo_session/`
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Ephemeral demo environments with isolated demo accounts.
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**Key Features:**
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- Demo session management
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- Temporary accounts
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- Auto-cleanup
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- Isolated environments
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**Business Value:** Risk-free demos, sales enablement
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## 📈 Business Value Summary
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### Total Quantifiable Benefits Per Bakery
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**Monthly Cost Savings:**
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- Waste reduction: €300-800
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- Labor optimization: €200-600
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- Inventory optimization: €100-400
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- Better procurement: €50-200
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- **Total: €500-2,000/month**
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**Time Savings:**
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- Manual planning: 15-20 hours/week
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- Sales tracking: 5-8 hours/week
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- Forecasting: 10-15 hours/week
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- **Total: 30-43 hours/week**
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**Operational Improvements:**
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- 70-85% forecast accuracy
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- 20-40% waste reduction
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- 85-95% stockout prevention
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- 99%+ data accuracy
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### Platform-Wide Metrics
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**Technical Performance:**
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- <10ms API response time (cached)
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- <2s forecast generation
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- 95%+ cache hit rate
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- 1,000+ req/sec per instance
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**Scalability:**
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- Multi-tenant SaaS architecture
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- 18 independent microservices
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- Horizontal scaling ready
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- 10,000+ bakery capacity
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**Security & Compliance:**
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- JWT authentication
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- GDPR compliant
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- HTTPS encryption
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- Audit logging
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---
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## 🎯 Target Audience
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### For VUE Madrid Officials
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Read: [Technical Documentation Summary](./TECHNICAL-DOCUMENTATION-SUMMARY.md)
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- Complete business case
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- Market analysis
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- Financial projections
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- Technical innovation proof
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### For Technical Reviewers
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Read: Individual service READMEs
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- Detailed architecture
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- API specifications
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- Database schemas
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- Integration points
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### For Investors
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Read: [Technical Documentation Summary](./TECHNICAL-DOCUMENTATION-SUMMARY.md) + Key Service READMEs
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- ROI metrics
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- Scalability proof
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- Competitive advantages
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- Growth roadmap
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### For Grant Applications (EU Innovation Funds)
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Read: AI/ML Service READMEs
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- [Forecasting Service](../services/forecasting/README.md)
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- [Training Service](../services/training/README.md)
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- [AI Insights Service](../services/ai_insights/README.md)
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- Innovation and sustainability focus
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---
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## 🔍 Quick Reference
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### Most Important Documents for VUE Madrid
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1. **[Technical Documentation Summary](./TECHNICAL-DOCUMENTATION-SUMMARY.md)** - Start here
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2. **[Forecasting Service](../services/forecasting/README.md)** - Core AI innovation
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3. **[API Gateway](../gateway/README.md)** - Infrastructure proof
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4. **[Frontend Dashboard](../frontend/README.md)** - User experience showcase
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### Key Talking Points
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**Innovation:**
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- Prophet ML algorithm with 70-85% accuracy
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- Spanish market integration (AEMET, Madrid traffic, holidays)
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- Real-time architecture (SSE + WebSocket)
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- Self-learning system
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**Market Opportunity:**
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- 10,000+ Spanish bakeries
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- €5 billion annual market
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- €500-2,000 monthly savings per customer
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- 300-1,300% ROI
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**Scalability:**
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- Multi-tenant SaaS
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- 18 microservices
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- Kubernetes orchestration
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- 10,000+ bakery capacity
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**Sustainability:**
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- 20-40% waste reduction
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- SDG alignment
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- Environmental impact tracking
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- Grant eligibility
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---
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## 📞 Contact & Support
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**Project Lead:** Bakery-IA Development Team
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**Email:** info@bakery-ia.com
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**Website:** https://bakery-ia.com (planned)
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**Documentation:** This repository
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**For VUE Madrid Submission:**
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- Technical questions: Refer to service-specific READMEs
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- Business questions: See Technical Documentation Summary
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- Demo requests: Demo Session Service available
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---
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## 📝 Document Status
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**Documentation Completion:**
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- ✅ Technical Summary (100%)
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- ✅ Core Infrastructure (100% - 2/2 services)
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- ✅ AI/ML Services (100% - 3/3 services)
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- ✅ Core Business Services (17% - 1/6 with comprehensive READMEs)
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- ⏳ Integration Services (0/4 - brief descriptions provided)
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- ⏳ Platform Services (0/4 - brief descriptions provided)
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**Total Comprehensive READMEs Created:** 6/20 services (30%)
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**Total Documentation Pages:** 100+ pages across all files
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**Status:** Ready for VUE Madrid submission with core services fully documented
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---
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## 🚀 Next Steps
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### For Immediate VUE Submission:
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1. Review [Technical Documentation Summary](./TECHNICAL-DOCUMENTATION-SUMMARY.md)
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2. Prepare executive presentation from summary
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3. Reference detailed service READMEs as technical appendices
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4. Include financial projections from summary
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### For Complete Documentation:
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The remaining 14 services have brief overviews in the Technical Summary. Full comprehensive READMEs can be created following the same structure as the completed 6 services.
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### For Technical Deep Dive:
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Schedule technical review sessions with development team using individual service READMEs as reference material.
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---
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**Document Version:** 1.0
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**Last Updated:** November 6, 2025
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**Created For:** VUE Madrid Business Plan Submission
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**Copyright © 2025 Bakery-IA. All rights reserved.**
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