thandofana/finaccess-eswatini-web

Deployment source for the FinAccess Eswatini Next.js application and FastAPI inference service. # FinAccess Eswatini Web The deployable FinAccess Eswatini product: a responsive Next.js interface and a FastAPI inference service containing two validated model pipelines and their model-matched SHAP explainers. Open the live application | Interactive API documentation ## Product experience The selected **Signal** direction presents five connected areas: - Overview of weighted access estimates and analytical patterns - Financial-inclusion evidence and Model 1 insights - Mobile-money evidence and Model 2 insights - One Financial Access Assessment that returns both predictions - Methodology, leakage controls, evaluation, and explainability The result hierarchy leads with a clear answer, followed by a supporting probability and five signed factors generated from the relevant SHAP explainer. ## Deployment architecture ```text Vercel project |-- web/ Next.js 16 frontend `-- backend/ FastAPI service and validated model artifacts /api/* -> FastAPI service /* -> Next.js service ``` The split is declared in `vercel.json` using Vercel Services. Browser requests stay on one HTTPS origin, so the assessment needs no public backend URL or normal-path CORS configuration. ## Public routes | Route | Purpose | |---|---| | `/` | Selected Signal product experience | | `/concepts/ledger` | Archived Phase 11 editorial direction | | `/concepts/open-field` | Archived Phase 11 public-interest direction | | `/concepts/signal` | Signal comparison route | | `/api/health` | Model, explainer, and artifact-integrity status | | `/api/docs` | Interactive FastAPI contract | | `/api/v1/assessment` | Combined two-model assessment endpoint | ## Repository layout ```text web/ Next.js application, visualizations, and rendered-route tests backend/ FastAPI schemas, service layer, API tests, and model artifacts docs/screenshots/ Fresh screenshots captured from the live public application vercel.json Multi-service build …