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