ONEKA-AI/oneka

ONEKA AI is Kenya's first autonomous infrastructure auditing platform that combines artificial intelligence, satellite intelligence, and data interoperability to detect ghost projects and prevent corruption before billions of shillings are lost. # ONEKA AI **Kenya's First Autonomous Infrastructure Auditing Platform** --- ## 🎯 Overview ONEKA AI is an intelligent infrastructure auditing platform, that combines **artificial intelligence, satellite imagery, and data interoperability** to detect ghost projects and prevent corruption before billions of shillings are lost. Traditional infrastructure audits take 18-24 months and cost KES 2-5 million per project. By the time auditors discover a ghost project, the money is already gone. **ONEKA AI completes the same audit in 48 hours at 1% of the cost** by automatically cross-referencing procurement records, financial reports, and satellite imagery. ### The Problem We Solve Kenya allocates **KES 750+ billion annually** to infrastructure development, yet: - **30-40% of projects** experience significant cost overruns or delays - **Ghost projects** (projects that exist only on paper) drain billions from public coffers - **Data silos** prevent auditors from connecting procurement, finance, and physical reality - **Manual audits** are too slow, too expensive, and reach projects after money is lost ### The ONEKA Solution ONEKA AI operates as **Kenya's infrastructure nervous system** — a unified platform that: 1. ✅ **Connects fragmented government systems** (procurement, finance, geolocation) 2. ✅ **Predicts project failures** before they happen using machine learning 3. ✅ **Verifies physical construction** using satellite imagery that cannot be manipulated 4. ✅ **Provides real-time alerts** to auditors, treasury officials, and accountability agencies --- ## 🚀 Core Capabilities ### 1. The Interoperability Layer: Kenya's Infrastructure Rosetta Stone **The Challenge**: Kenya's government systems don't talk to each other. A road project appears with different identifiers across multiple platforms. **ONEKA Solution**: Acts as the **interoperability hub** — a universal translator that: - Ingests data from siloed systems (PPIP, IFMIS, Controller of Budget, Co …