North Central Province Launch | Anuradhapura & Polonnaruwa | 2026

AI-Driven Smart Farming Marketplace

Connecting Sri Lankan farmers directly to buyers — plan, grow, sell smarter.

GoviHub Smart Farming
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The Problem: Harvest Waste & The Middleman Trap

Post-harvest Loss Problem

Sri Lanka's agricultural sector loses enormous value to post-harvest inefficiency and middlemen margins. Farmers lack direct market access; buyers struggle to find reliable suppliers.

40%
Annual Harvest Waste
Rs. 180B
Post-Harvest Losses
30–40%
Loss in Transit
42–49%
Middleman Margins

Our Solution: GoviHub

GoviHub Solution

GoviHub connects farmers directly to qualified buyers before harvest, eliminating middlemen and reducing waste through AI-powered matching and real-time guidance.

Three Pillars

🤖

Match

AI connects farmer harvests to buyer demand before harvest, scoring farmer-buyer pairs by crop type, location, date window, quantity, and reliability.

🌱

Assist

Crop disease detection with CNN + Claude-powered Sinhala guidance. RAG-powered Q&A from local agronomic databases. Real-time weather and price alerts.

🛒

Supply

Marketplace for equipment, fertilizer, and agricultural inputs. Direct access to seed, tools, and resources for year-round farming.

How It Works

GoviHub Marketplace

Farmer Experience

1

Register

Create account, add farm details, location, and crop portfolio.

2

List Harvest

Declare upcoming harvest 2–4 weeks before pickup date with quantity and quality specs.

3

Get Matched

AI engine matches with interested buyers. Receive multiple offers from verified buyers.

4

Get Guidance

Access real-time disease detection, price alerts, and Sinhala-language advisory.

Buyer Experience

1

Post Demand

Specify crop type, quantity, delivery window, and quality requirements.

2

Review Matches

See all available farmer matches scored by reliability, location, and price.

3

Confirm & Transact

Confirm harvest details, finalize pricing, arrange logistics and payment.

4

Build Intelligence

Track supplier reliability, cost trends, and supply patterns for smart procurement.

Target Buyers

Supermarket Chains

Direct farm sourcing for competitive pricing and quality assurance.

Hotels & Restaurants

Premium sourcing with guaranteed quality and consistent supply.

Export Processors

Bulk sourcing with compliance and traceability.

Institutional Caterers

Schools, hospitals, corporate cafeterias needing reliable supply.

AI Capabilities & Technology

AI Technology

Smart Matching Engine

Farmer-Buyer Pairing

Proprietary matching algorithm scores farmer-buyer pairs by:

  • Crop type compatibility
  • Location proximity (reduces transport loss)
  • Harvest date window overlap
  • Quantity fit (farm size vs. buyer need)
  • Reliability score (past transactions)

Starts rules-based (Phase 1), evolves to ML scoring (Phase 2) as transaction data accumulates.

Crop Disease Detection

CNN-Based Visual Recognition

EfficientNet-Lite model deployed on-device (CPU inference ~300ms). Farmers photograph suspect leaves; system identifies disease and generates Sinhala treatment guidance via Claude API RAG.

Sinhala Advisory AI

RAG-Powered Q&A

Retrieval-Augmented Generation over local agronomic databases. Farmers ask questions in Sinhala; system returns context-aware answers from HARTI publications, university resources, and best practices.

Real-Time Alerts

Weather & Price Intelligence

Integration with weather APIs and HARTI market price feeds. Automated alerts for crop pricing, weather risks, and harvest timing.

System Architecture

Client Layer
Farmer PWA
|
Buyer Portal
|
Supplier Portal
API Layer
FastAPI (Python)
JWT Auth
Rate Limiting
Nginx Proxy
AI Services
Matching Engine
Disease CNN
Claude API
RAG Advisory
Data Layer
PostgreSQL 16
PostGIS
Redis Cache
R2 Storage
Infrastructure
Hostinger KVM
Ubuntu 22.04
Cloudflare CDN
Let's Encrypt SSL

Technology Stack

Frontend
Next.js (React)
PWA
Sinhala i18n
Backend
Python FastAPI
REST APIs
Async/await
Database
PostgreSQL 16
PostGIS
pgvector
AI/ML
Scikit-learn
EfficientNet-Lite
Claude API
Infrastructure
Hostinger VPS
Cloudflare
Docker
Cache
Redis
Session store
API caching

Why Anuradhapura & Polonnaruwa?

Sri Lanka Launch Region

Existing Networks

Established farmer cooperatives and buyer relationships provide natural partners for pilot launch.

Smartphone Ready

Growing mobile penetration among farmer demographics; feasible PWA adoption.

Climate Vulnerability

Dry zone farmers face monsoon timing risk; predictive tools + buyer matching = risk mitigation.

Crop Diversity

Multi-crop portfolio (rice, vegetables, pulses) enables richer matching and AI training data.

Product Roadmap: 3-Year Vision

Product Roadmap

Phase 1: Foundation & First Users

Months 1–8

Focus: Core MVP, AI layer, PWA, pilot launch.

  • Build Farmer + Buyer portal (PWA, Sinhala-first UI)
  • Matching engine v1 (rules-based scoring)
  • Disease detection CNN + Claude integration
  • User authentication, payment gateway (PayHere)
  • Beta launch in Anuradhapura & Polonnaruwa

Target: 500 farmers, 3 anchor buyers, 100+ successful matches

Phase 2: Scale & Intelligence

Months 9–18

Focus: ML upgrade, geographic expansion, supplier marketplace.

  • Matching engine v2 (ML-based scoring)
  • Expansion to Central, North Western provinces
  • Supplier marketplace (equipment, fertilizer, seed)
  • Advanced analytics dashboard for buyers
  • Price & yield prediction models

Target: 5,000+ farmers, 20+ buyers, 1,000+ matches/month

Phase 3: National Platform & DPI

Months 19–36

Focus: National coverage, fintech, consumer traceability, DPI integration.

  • Nationwide geographic coverage
  • Embedded credit scoring & microfinance
  • LANKAQR payment integration
  • Consumer traceability (QR codes → farm data)
  • DPI integration (national digital ID, supply chain)
  • Voice AI for Sinhala/Tamil speakers

Target: 50,000+ farmers, 100+ buyers, national impact

Business Model & Sustainability

Free for Farmers

Always zero-cost access. Farmers never pay platform fees. Aligned with poverty alleviation mission.

Buyer Subscriptions

Tiered pricing for buyer portals. Supermarkets, restaurants, processors pay for matching, analytics, and supply tools.

Supplier Listing Fees

Equipment, fertilizer, seed suppliers pay to list products in Phase 2 marketplace.

Fintech Partnerships

Referral revenue from embedded credit scoring, microfinance, and payment processing in Phase 3.

Impact per Year (at Phase 2 scale: 5,000 farmers)

Rs. 2.5B+ additional farmer income from direct buyer access
50,000+ tons of waste prevented through predictive matching
10,000+ livelihoods improved through supply chain efficiency

Let's Build This Together

GoviHub is more than a platform—it's a movement to disrupt agricultural middlemen and give Sri Lankan farmers the tools and market access they deserve.

Collaborators

Engineers, designers, product managers to build and scale the platform.

Anchor Buyers

Supermarket chains, restaurants, exporters to join the pilot and provide feedback.

Field Feedback

Farmer & buyer insights, use case validation, and on-ground adoption support.

Contact: docs@govihublk.com
For technical details: tech@govihublk.com