| Upgrade | Description | Completion Date | Impact | |--------|-------------|------------------|--------| | | 12,000 m² steel‑frame structure with ventilation, fire‑suppression system, and solar‑powered lighting. | March 2023 | Reduced post‑harvest losses by ~ 8 % (especially for perishable veg). | | Cold‑Storage Complex | 4 × 10,000 m³ walk‑in chillers (‑2 °C) plus 2 × 5,000 m³ ambient‑temperature warehouses. | June 2024 | Enabled year‑round storage of tomatoes, onions, and mangoes; increased price stability. | | Automated Weigh‑Bridge & Grading Lines | Integrated PLC‑controlled scales (capacity up to 30 t) and mechanical grading belts for grains. | December 2022 | Faster transaction times (average 5 min per lot) and improved weight accuracy. | | Improved Road Network | 3 km of paved internal lanes, dedicated truck‑loading bays, and a 500‑space parking apron. | Ongoing (expected finish Q4 2025) | Reduces congestion, cuts average truck dwell time from 45 min to 20 min. | | Sanitation & Waste‑Management System | Centralized bio‑digester for organic waste, plus a separate solid‑waste collection service. | July 2023 | Helps meet PFA hygiene standards; generates biogas for on‑site power. |

| Sprint | Goal | Deliverables | |--------|------|--------------| | (1 wk) | Project set‑up | Repo, Docker‑Compose, CI pipeline, basic FastAPI skeleton. | | Sprint 1 (2 wks) | Ingestion & storage | Celery beat task that calls INTIP, normalizer, TimescaleDB schema, basic health dashboards. | | Sprint 2 (2 wks) | API layer | /v1/mandi/abg endpoint with filters, pagination, Swagger UI. | | Sprint 3 (2 wks) | Front‑end tiles | React page with price tiles per commodity, auto‑refresh every 5 min. | | Sprint 4 (2 wks) | Map & heat‑map | Mapbox integration, colour‑coded markers, pop‑ups with latest price table. | | Sprint 5 (1 wk) | Alerts engine | Threshold UI, Celery worker for notification, Twilio/FCM integration. | | Sprint 6 (1 wk) | Export & admin console | CSV download, admin page for mandis, logs view. | | Sprint 7 (2 wks) | QA, security, performance testing | Load test (100 req/s), OWASP scan, final bug‑sprint. | | Sprint 8 (1 wk) | Launch & monitoring | Helm chart, Prometheus alerts, documentation. | | Post‑MVP | Forecast, crowdsourced validation, multi‑language | As per “Optional Enhancements”. |

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Prologue: A Marketplace in Transition

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