engineereliab076/agri-mvp

Build a functional MVP that simulates a full agricultural intelligence system for Tanzania, covering production, storage, prices, and consumer workflows using synthetic data. The MVP will demonstrate data ingestion, analytics, visualization, and basic prediction. # 🌾 African Intelligence Company - Agriculture Intelligence MVP **Tanzania's First Unified Agricultural Intelligence Layer** --- ## 🎯 Vision Create a **unified intelligence layer for Tanzania's agricultural sector**—enabling visibility, prediction, and actionable insights for farmers, buyers, markets, and policymakers. This is **Africa's first comprehensive agricultural intelligence system** capable of tracking, understanding, and forecasting nationwide agricultural data. --- ## 📋 Purpose Build a functional MVP that simulates a full agricultural intelligence system for Tanzania, covering: - 🌾 **Production** - Crop yields and forecasts - 📦 **Storage** - Inventory and capacity tracking - 💰 **Prices** - Market dynamics and trends - 🛒 **Consumer Workflows** - Demand patterns The system demonstrates **data ingestion, analytics, visualization, and prediction** using synthetic data initially, with real data integration planned for January 2025. --- ## 🏆 MVP Objectives (Delivery: January 1, 2026) ### Core Capabilities 1. ✅ **Data Ingestion** - CSV upload functionality - Simulated real-time data streaming - Support for production, price, and storage data 2. 📊 **Interactive Dashboard** - Production trends by region and crop - Price analytics and market insights - Storage levels and capacity monitoring - Regional and temporal filtering 3. 📈 **Analytics Engine** - Monthly summaries and aggregations - Key Performance Indicators (KPIs) - Statistical insights and averages - Trend identification 4. 🤖 **Predictive Intelligence** - Production forecasting (6-month horizon) - Price trend predictions - Seasonal pattern recognition - Confidence intervals for risk assessment 5. 🔄 **Real-Time Simulation** - Data replay scripts - Streaming data simulation - Live dashboard updates 6. 📚 **Research Documentation** - Agricultural sector mapping - Risk analysis - Data source inventory - Pilot program plans --- ## 🎨 System Architecture ``` ┌──────────────────────────────── …