Generative AI Hackathon with IBM Granite

Start

AI-Powered Supply Chain Optimization Platform called "SupplyGenius."

BIRXUO

Core Features

1. Document Processing & Analysis
   - Automated analysis of supply chain documents
   - Extraction of key information (parties, dates, terms)
   - Compliance status verification
   - Confidence scoring for extracted data

2. Demand Forecasting & Planning
   - AI-powered demand prediction
   - Time series analysis with confidence intervals
   - Seasonal pattern recognition
   - Multi-model ensemble forecasting (LSTM, Random Forest)

3.Inventory Optimization
   - Real-time inventory level monitoring
   - Dynamic reorder point calculation
   - Holding cost optimization
   - Stockout risk prevention

4. Risk Management
   - Supply chain disruption simulation
   - Real-time risk monitoring
   - Automated mitigation strategy generation
   - Risk score calculation

5. Supplier Management
   - Supplier performance tracking
   - Lead time optimization
   - Pricing analysis
   - Automated purchase order generation

6. Financial Analytics
   - ROI calculation
   - Cost optimization analysis
   - Financial impact assessment
   - Budget forecasting

7. Real-time Monitoring
   - Live metrics dashboard
   - WebSocket-based alerts
   - Performance monitoring
   - System health tracking

8. Security Features
   - JWT-based authentication
   - Role-based access control
   - Rate limiting
   - Secure API endpoints

-- Technical Capabilities

1. AI Integration
   - IBM Granite 13B model integration
   - RAG (Retrieval Augmented Generation)
   - Custom AI toolchains
   - Machine learning pipelines

2. Data Processing
   - Real-time data processing
   - Time series analysis
   - Statistical modeling
   - Data visualization

3. Performance Optimization
   - Redis caching
   - Async operations
   - Rate limiting
   - Load balancing

4. Monitoring & Logging
   - Prometheus metrics
   - Detailed logging
   - Performance tracking
   - Error handling

A sophisticated supply chain management and optimization platform powered by IBM WatsonX.AI, designed to revolutionize supply chain operations through AI-driven insights and automation.

"BIRXUO team on Generative AI Hackathon with IBM Granite Hackathon"

Team Idea

Submission