AI Project Intelligence CIC (proposed)
AIPI Africa is designed as a reusable platform, not a sequence of isolated projects. Each pilot, grant or partnership strengthens the same core infrastructure while activating the modules most relevant to a specific institution, funder or country.
Platform blueprint
Documents
Reports, budgets, logframes and evidence files
Hybrid RAG
Semantic retrieval connected to project knowledge graphs
Agent Teams
Planning, retrieval, analysis, risk and reporting agents
Audit Trail
Evidence references, verification and human review
Dashboards and donor reports
Executive summaries, portfolio views, risk alerts and implementation intelligence
Document Intelligence
Processing project documents, reports, budgets, logframes and evaluation files.
Hybrid RAG + GraphRAG
Combining semantic retrieval with knowledge graphs for evidence-grounded reasoning.
Multi-Agent Orchestration
Specialised agents for planning, retrieval, analysis, reporting, risk and verification.
Audit and Verification
Maintaining source references, evidence trails and human review workflows.
Dashboards and Reports
Generating project dashboards, donor reports, risk alerts and executive summaries.
Government Suite
AI tools for ministries and public agencies to design, monitor, report and audit development projects.
Development Finance Suite
Project appraisal, donor reporting, financial oversight, portfolio monitoring and implementation risk analysis.
Banking Suite
Project risk, ESG reporting, financing readiness and monitoring for banks, microfinance institutions and DFIs.
SME Suite
AI agents helping SMEs prepare funding applications, business plans, compliance documents and project reports.
Governance Suite
Detection of delays, anomalies, missing evidence, weak reporting, procurement risks and governance gaps.
Monitoring & Evaluation Suite
Indicators, logical frameworks, outcome tracking, project dashboards and learning reports.
AI Academy
Bilingual training programmes for public officials, project teams, banks, entrepreneurs and universities.
Research Lab
Applied research on trustworthy Agentic AI, GraphRAG, auditability and development finance intelligence.