Predictive health intelligence for African programs.
Python apps, AI dashboards and forecasting for NGO M&E teams, consultants and researchers.
Explore Pro Tools// available_now
FosaFinanceCalc v2.2
Standalone Windows desktop application for financial management of Category 3–5 health facilities in Cameroon. Automates the 6-step Recettes Propres calculation, decade-by-decade Treasury deposits, 6-way IGF triangulation audit, and generates print-ready reports — fully offline, no browser required. Built and tested in Mamfe District. Compliant with Décret 2016/6447/PM and RGCP.
- Full desktop app — no browser, no internet, no installation (portable version)
- 10 modules: Dashboard, Registers, Cash Journal, Treasury, Solidarity, Pharmacy, Expenditures, QP, Triangulation, Report
- 6-way triangulation audit replicating IGF inspection — runs in seconds
- Decade-aware Treasury and Solidarity calculations (not monthly average)
- CSV / Excel export on every module
- French interface · Bilingual user guide (FR / EN)
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SW District Health Report Tool
Turns raw DHIS2 aggregate exports into a formatted district or regional health report — modelled on the official annual report format, with analytic narrative and 30+ auto-generated charts per report. One window: pick your district, year and language, click Generate, and the finished Word document opens by itself. Fully offline, bilingual English / French. Built and tested in a Mamfe DMO office.
- One-window app — pick district, year and language, then Generate
- 30+ charts + section-by-section analytic narrative, auto-generated
- District reports and a South West regional summary
- Bilingual English / French output
- Fully offline — no internet, nothing to install
- Compiled Windows app — your data never leaves your computer
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Health Indicator Calculator Suite
Compute 55 WHO / UNICEF / Global Fund / PEPFAR indicators across six domains — coverage & EPI, HIV/TB/Malaria, mortality, nutrition, utilisation, and data quality. Upload a raw DHIS2 / HMIS pivot export and it auto-detects and analyses every facility with no manual mapping, benchmarks each result against editable targets with paste-ready interpretation, and exports report-ready Excel / CSV. Built and tested in a Mamfe DMO office.
- 55 WHO / UNICEF / Global Fund / PEPFAR indicators across six domains
- Auto-imports raw DHIS2 / HMIS pivot exports — no manual mapping
- Benchmarked against editable national targets, with paste-ready interpretation
- Bulk multi-facility computation + custom indicator builder
- Excel / CSV export on every result
- Free Lite version for practitioners — coming soon
MINSANTE v3 — Outil de Gestion Financière
Complete financial management tool for Category 3–5 health facilities in Cameroon. Automates the 6-step Recettes Propres calculation, decade-by-decade Treasury deposits, 6-way triangulation audit, and generates a print-ready official report — all in a single offline HTML file. Built from field requests. Compliant with Décret 2016/6447/PM and RGCP.
- Single offline HTML file — no installation, no internet required
- 10 modules: Dashboard, Registers, Cash Journal, Treasury, Solidarity, Pharmacy, Expenditures, QP, Triangulation, Report
- Monthly Grid view + decade-aware Treasury and Solidarity tables
- Period-flexible triangulation (monthly, range, or full year)
- CSV / Excel export on every module
- Bilingual user guide (FR / EN) included
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[ IN_DEVELOPMENT ]
Malaria Burden Estimator
District-level malaria burden modelling using DHIS2 data, rainfall, and population denominators.
[ IN_DEVELOPMENT ]
CHW Performance Dashboard
Real-time community health worker activity tracking with target-vs-actual and geospatial views.
[ IN_DEVELOPMENT ]
HMIS Data Quality Toolkit
Automated completeness, consistency, and timeliness scoring across DHIS2 organisation units.
[ IN_DEVELOPMENT ]
ANC Cascade Analyser
Full antenatal care cascade from first visit to delivery — drop-off identification and equity stratification.
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