antonie-riziki/Macho-Ya-Ardhi

AI-powered land transaction verification platform that detects fraud risks by analyzing title deeds, parcel records, and gazette notices before land purchases in Kenya. # Mradi wa Ardhi — Land Transaction Risk Agent # LIVE LINK: ai.studio ## the previous repo was private Kindly use this one which is public *"Ardhi ni uhai"* — Land is life. In Kenya, it's also one of the most dangerous places to put your money. **Mradi wa Ardhi** is an AI-powered land fraud detection agent for Kenya. Upload your land documents — title deeds, sale agreements, IDs, survey maps — and the agent stress-tests them for inconsistencies, forgery red flags, and public record conflicts before you sign a single page. --- ## The Problem Buying land in Kenya can destroy a family financially. Fraudsters sell the same plot twice, forge title deeds, alter parcel numbers, backdate consent documents, and exploit the gaps between paper records and official registries. A single transaction involves up to **10+ document types**: title deeds, parcel search certificates, sale agreements, Land Control Board consents, mutation forms, survey maps, rates clearance certificates, Kenya Gazette notices, seller ID, and KRA PIN certificates. Most buyers — and even some lawyers — review these documents manually, in isolation, without cross-checking them against each other or public records. By the time fraud is discovered, the money is gone. **Mradi wa Ardhi catches what human eyes miss** — before money changes hands. --- ## Agent Architecture The system is built as a **multi-step AI agent pipeline** using Google ADK and Gemini Vision. ``` ┌─────────────────────────────────────────────────────────────────────┐ │ USER / BUYER │ │ Uploads document photos via web interface │ └──────────────────────────────┬──────────────────────────────────────┘ │ ▼ ┌─────────────────────────────────────────────────────────────────────┐ │ ORCHESTRATOR AGENT (Google ADK) │ │ Manages the transaction session and agent f …