Trustworthy Agentic AI for Development Project Intelligence

AIPI Africa is a proposed UK-based social enterprise initiative building an auditable Agentic AI platform to help institutions design, monitor, govern, audit and evaluate development projects across Francophone Africa.

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AI Project Intelligence CIC (proposed)

AI Project Intelligence Lab

AIPI Africa Platform

AI Academy

Development projects generate documents — but not always intelligence.

Across Francophone Africa, development projects generate large volumes of documents, budgets, reports, contracts, indicators and evaluation files. Yet much of this information often remains fragmented across PDFs, spreadsheets, email chains and manual reporting systems.

Fragmented Data

Project information is scattered across documents, spreadsheets and reporting systems.

Manual Reporting

Teams spend time compiling reports instead of analysing risk and performance.

Limited Auditability

Evidence trails are difficult to reconstruct when decisions and documents are disconnected.

A reusable Agentic AI platform for development project intelligence.

AIPI Africa combines Agentic AI, Retrieval-Augmented Generation, GraphRAG, knowledge graphs, dashboards and human-in-the-loop verification to transform project documents into reliable, auditable and bilingual intelligence.

Project Intelligence

Extract objectives, indicators, budgets, risks and milestones from project documents.

Risk Detection

Identify delays, cost-overrun risks, weak evidence and governance issues.

Donor Reporting

Generate structured reports, executive summaries and decision briefs.

Audit Trails

Link AI outputs to source documents, retrieved evidence and human review.

One platform. Multiple institutional use cases.

Each pilot, grant or partnership strengthens the same reusable AIPI Africa platform while activating the modules most relevant to a specific institution, funder or country.

Government Suite

Development Finance Suite

Banking Suite

SME Suite

Governance Suite

Monitoring & Evaluation Suite

AI Academy

Research Lab

First MVP: Public Finance & Development Project Monitoring

The first demonstrable MVP focuses on public finance and development project monitoring. It will allow users to upload project documents, extract risks and indicators, generate donor-ready reports and maintain an auditable trail of sources.

Technical foundation: Enterprise GraphRAG + RAGAS, evidence-grounded retrieval, auditability and human-in-the-loop verification.

Upload Documents

Extract Project Intelligence

Analyse Risks and Evidence Gaps

Generate Reports and Audit Trails

We are seeking early partners.

AIPI Africa is currently seeking universities, public institutions, development partners, foundations, banks, technology partners and implementation organisations interested in co-designing pilots, supporting research or preparing grant applications.

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Discuss Grant Collaboration