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Connect any source
Guided UI setup for REST APIs, DHIS2, KoboToolbox, and ODK with reusable mappings and synchronization history.
Explore connectors →Open-source public-health infrastructure
Turn health data into
actionable evidence.
Build data systems, APIs, dashboards, geospatial views, connectors, and privacy-aware AI workflows from one Python framework.
CSV · Excel · JSON · XMLDHIS2 · KoboToolbox · ODKLocal-first
TOTAL CASES12,480↗ 8.2% this period
REPORTING RATE94.6%Across 128 facilities
CASES OVER TIME
GEOGRAPHIC SIGNAL
Designed for programmes operating across countries, diseases, and data standards
One coherent platform
From raw records to decisions.
PHFrame keeps ingestion, validation, analysis, visualization, and publishing connected—without locking your programme into country-specific columns.
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Build flexible data models
Define typed custom fields, validation rules, dimensions, indicators, and organisation hierarchies for any programme.
View framework →◫
Design live dashboards
Create multiple dashboards with responsive drag-and-drop layouts, maps, charts, KPIs, tables, and rich content.
Create a dashboard →✦
Use evidence-backed AI
Ask questions about aggregate evidence with de-identification controls, citations, human approval, and audit history.
See the safety model →◎
Map worldwide data
Coordinate maps and downloadable administrative boundaries support global, national, and subnational analysis.
Explore geospatial tools →☁
Publish securely
Run an aggregate-only privacy review and publish snapshots or live dashboards through Cloudflare Pages.
Authorization service →Responsible by designPrivacy is a boundary,
Privacy is a boundary,
not a checkbox.
Protected fields remain outside AI prompts and public bundles. Every generated summary is a draft until a person approves it, with evidence links and an auditable trail.
- Aggregate evidence only
- De-identification workflows
- Human review and approval
- Traceable sources and limitations
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PUBLICATION REVIEWPrivacy checks passedRow-level records0
Protected fields0
Evidence sources5
Ready for aggregate-only publication
Start in minutes
Install once. Build what your programme needs.
$ pip install public-health-framework
$ phframe new my-health-project
$ cd my-health-project && phframe serve