bakery-ia/frontend/src/locales/en/reasoning.json

{
  "purchaseOrder": {
    "low_stock_detection": "Low stock for {{supplier_name}}. Current stock of {{product_names_joined}} will run out in {{days_until_stockout}} days.",
    "forecast_demand": "Order scheduled based on {{forecast_period_days}}-day demand forecast for {{product_names_joined}} from {{supplier_name}}.",
    "safety_stock_replenishment": "Replenishing safety stock for {{product_names_joined}} from {{supplier_name}}.",
    "supplier_contract": "Scheduled order per contract with {{supplier_name}}.",
    "seasonal_demand": "Seasonal demand preparation for {{product_names_joined}} from {{supplier_name}}.",
    "production_requirement": "Required for upcoming production batches from {{supplier_name}}.",
    "manual_request": "Manual purchase request for {{product_names_joined}} from {{supplier_name}}."
  },
  "productionBatch": {
    "forecast_demand": "Scheduled based on forecast: {{predicted_demand}} {{product_name}} needed (current stock: {{current_stock}}). Confidence: {{confidence_score}}%.",
    "customer_order": "Customer order for {{customer_name}}: {{order_quantity}} {{product_name}} (Order #{{order_number}}) - delivery {{delivery_date}}.",
    "stock_replenishment": "Stock replenishment for {{product_name}} - current level below minimum.",
    "seasonal_preparation": "Seasonal preparation batch for {{product_name}}.",
    "promotion_event": "Production for promotional event - {{product_name}}.",
    "urgent_order": "Urgent order requiring immediate production of {{product_name}}.",
    "regular_schedule": "Regular scheduled production of {{product_name}}."
  },
  "consequence": {
    "stockout_risk": "Stock-out risk in {{impact_days}} days. Products affected: {{affected_products_joined}}.",
    "insufficient_supply": "Insufficient supply for {{impact_days}}-day period.",
    "production_delay": "Potential production delay of {{delay_hours}} hours.",
    "customer_commitment": "Customer delivery commitment at risk.",
    "quality_issue": "Quality standards may be compromised.",
    "cost_increase": "Material costs may increase by {{percentage}}%."
  },
  "severity": {
    "critical": "Critical",
    "high": "High",
    "medium": "Medium",
    "low": "Low"
  },
  "triggers": {
    "orchestrator_auto": "Automatic (Orchestrator)",
    "manual": "Manual Request",
    "customer_order": "Customer Order",
    "forecast": "Demand Forecast",
    "inventory_alert": "Inventory Alert"
  },
  "errors": {
    "INSUFFICIENT_DATA": "Insufficient historical data for accurate calculation",
    "INVALID_PARAMETERS": "Invalid parameters provided",
    "LEAD_TIME_INVALID": "Lead time or demand deviation is zero or negative",
    "NO_DEMAND_DATA": "No historical demand data available (minimum 2 data points required)"
  },
  "safetyStock": {
    "statistical_z_score": "Safety stock calculated using statistical method (service level {{service_level}}%, z-score {{z_score}}). Based on demand std dev {{demand_std_dev}} and {{lead_time_days}}-day lead time. Result: {{safety_stock}} units.",
    "advanced_variability": "Safety stock calculated with advanced variability analysis. Accounts for both demand variability (σ={{demand_std_dev}}) and lead time uncertainty (σ={{lead_time_std_dev}} days). Result: {{safety_stock}} units.",
    "fixed_percentage": "Safety stock set at {{percentage}}% of {{lead_time_days}}-day demand ({{lead_time_demand}} units). Result: {{safety_stock}} units.",
    "error_lead_time_invalid": "Cannot calculate safety stock: lead time ({{lead_time_days}} days) or demand std dev ({{demand_std_dev}}) is invalid.",
    "error_insufficient_data": "Insufficient demand history for safety stock calculation ({{data_points}} data points, need {{min_required}})."
  },
  "priceForecaster": {
    "decrease_expected": "Price expected to decrease {{change_pct}}% over next {{forecast_days}} days. Current: €{{current_price}}, forecast: €{{forecast_mean}}. Recommendation: Wait for better price.",
    "increase_expected": "Price expected to increase {{change_pct}}% over next {{forecast_days}} days. Current: €{{current_price}}, forecast: €{{forecast_mean}}. Recommendation: Buy now to lock in current price.",
    "high_volatility": "High price volatility detected (CV={{coefficient}}). Average daily price change: {{avg_daily_change_pct}}%. Recommendation: Wait for price dip.",
    "below_average": "Current price €{{current_price}} is {{below_avg_pct}}% below historical average (€{{mean_price}}). Favorable buying opportunity.",
    "stable": "Price is stable. Current: €{{current_price}}, forecast: €{{forecast_mean}} ({{expected_change_pct}}% change expected). Normal procurement timing recommended.",
    "insufficient_data": "Insufficient price history for reliable forecast ({{history_days}} days available, need {{min_required_days}} days)."
  },
  "optimization": {
    "eoq_base": "Economic Order Quantity calculated: {{eoq}} units (required: {{required_quantity}}, annual demand: {{annual_demand}}). Optimized for {{optimal_quantity}} units.",
    "moq_applied": "Minimum order quantity constraint applied: {{moq}} units.",
    "max_applied": "Maximum order quantity constraint applied: {{max_qty}} units.",
    "no_tiers": "No price tiers available for this product. Base quantity: {{base_quantity}} units at €{{unit_price}} per unit.",
    "current_tier": "Current pricing tier: €{{current_tier_price}} per unit for {{base_quantity}} units (total: €{{base_cost}}).",
    "tier_upgraded": "Upgraded to better price tier! Ordering {{tier_min_qty}} units ({{additional_qty}} extra) at €{{tier_price}} per unit saves €{{savings}} compared to {{base_quantity}} units at €{{base_price}}."
  },
  "jtbd": {
    "health_status": {
      "green": "Everything is running smoothly",
      "yellow": "Some items need attention",
      "red": "Critical issues require immediate action",
      "last_updated": "Last updated",
      "next_check": "Next check",
      "never": "Never",
      "critical_issues": "{count} critical issue{count, plural, one {} other {s}}",
      "actions_needed": "{count} action{count, plural, one {} other {s}} needed"
    },
    "action_queue": {
      "title": "What Needs Your Attention",
      "why_needed": "Why this is needed:",
      "what_if_not": "What happens if I don't do this?",
      "estimated_time": "Estimated time",
      "all_caught_up": "All caught up!",
      "no_actions": "No actions requiring your attention right now.",
      "show_more": "Show {count} More Action{count, plural, one {} other {s}}",
      "show_less": "Show Less",
      "total": "total",
      "critical": "critical",
      "important": "important",
      "consequences": {
        "delayed_delivery_impact": "Delayed delivery may impact production schedule",
        "immediate_action_required": "Immediate action required to prevent production issues",
        "some_features_limited": "Some features are limited"
      },
      "actions": {
        "approve": "Approve",
        "reject": "Reject",
        "view_details": "View Details",
        "modify": "Modify",
        "dismiss": "Dismiss",
        "complete_setup": "Complete Setup"
      }
    },
    "orchestration_summary": {
      "title": "Last Night I Planned Your Day",
      "ready_to_plan": "Ready to Plan Your Bakery Day",
      "run_planning": "Run Daily Planning",
      "run_info": "Orchestration run #{{runNumber}}",
      "took": "Took {{seconds}}s",
      "created_pos": "Created {count} purchase order{count, plural, one {} other {s}}",
      "scheduled_batches": "Scheduled {count} production batch{count, plural, one {} other {es}}",
      "show_more": "Show {count} more",
      "show_less": "Show less",
      "no_actions": "No new actions needed - everything is on track!",
      "based_on": "Based on:",
      "customer_orders": "{count} customer order{count, plural, one {} other {s}}",
      "historical_demand": "Historical demand",
      "inventory_levels": "Inventory levels",
      "ai_optimization": "AI optimization",
      "actions_required": "{count} item{count, plural, one {} other {s}} need{count, plural, one {s} other {}}} your approval before proceeding",
      "no_tenant_error": "No tenant ID found. Please ensure you're logged in.",
      "planning_started": "Planning started successfully",
      "planning_failed": "Failed to start planning",
      "planning_error": "An error occurred while starting planning"
    },
    "production_timeline": {
      "title": "Your Production Plan Today",
      "no_production": "No Production Scheduled",
      "no_batches": "No batches are scheduled for production today.",
      "ready_by": "Ready by",
      "start_batch": "Start Batch",
      "pause_batch": "Pause Batch",
      "completed": "Completed",
      "total": "Total",
      "done": "Done",
      "active": "Active",
      "pending": "Pending",
      "view_full_schedule": "View Full Production Schedule"
    },
    "insights": {
      "savings": "Savings This Week",
      "inventory": "Inventory Status",
      "waste": "Waste Reduction",
      "deliveries": "On-Time Deliveries"
    },
    "actions": {
      "approve": "Approve",
      "view_details": "View Details",
      "modify": "Modify",
      "start_batch": "Start Batch",
      "pause_batch": "Pause",
      "complete_setup": "Complete Setup",
      "dismiss": "Dismiss",
      "view_alert": "View Details",
      "run_planning": "Run Daily Planning"
    }
  }
}