Upload a ministry document.
Get research questions in thirty seconds.
Africa Modelling Bridge's flagship AI module. Pick a sample document — a national malaria report, an EPI bulletin, a Francophone strategic plan — and watch Claude draft three candidate research questions a student could actually take up, with methods, data sources and timeline. The magic moment.
v0.0 prototype: uploads fall back to the selected sample's analysis. Real document processing arrives v0.5 with editor review.
Three candidate research questions, in about 30 seconds.
Pick a sample on the left. We extract the document, identify the indicators and tables, then draft questions at BSc, MSc and PhD tiers — each with methods, data needed and timeline.
Public-domain only
Every document AMB processes is already public. The platform makes it findable, citable and teachable — never republishes anything confidential. Hash-checked against a registry of sources MoHs have asked us not to ingest.
Editor review is mandatory
Outputs are AI-generated drafts. From v0.5 onwards, every generated question goes into an editor queue. Ernest, country anchors and working-modeller advisers review before anything publishes as a dossier.
The cost is small and visible
A single triage run costs about USD 0.06 in Anthropic API tokens. From v0.5 the public analytics dashboard shows month-to-date AI spend per module — funders see exactly what their tokens bought.
The full M10 lifecycle — v0.5 onwards.
The demo is the magic moment. The product is the full editor flow: refinement loop, persistent audit log, cross-link suggestions to existing dossiers, OCR for scanned PDFs, ministry-context grounding via embeddings over the indexed corpus.
See the full module status board →- Document upload queue + editor inbox Coming v0.1
- Refinement chat loop · ‘make this MSc-tier’, ‘focus on the Lake region’ Coming v0.5
- Persistent audit log · 12-month retention then purge Coming v0.5
- Cross-link suggestions via Vectorize embeddings Coming v1.0
- OCR for scanned PDFs (PyMuPDF / Mistral OCR) Coming v1.0
- Public-for-ministry-contacts mode (Cloudflare Access) Coming v1.5