Our vision
Healthier places begin with understanding.
Every place understood through the people who experience it and shaped by the evidence they generate.
We make the invisible relationships between people and places measurable through open tools, turning everyday experience into evidence for better decisions.
Strategic goals
Five goals. Five colors. One connected mission.
Goal 1
Build an open ecosystem
Open tools and portable infrastructure.
- Serverless & edge computing
- Browser-native tools run on your device, using WebAssembly and DuckDB-WASM where appropriate.
- Lean infrastructure
- Static hosting and on-demand computation keep infrastructure lean.
- Privacy-first design
- No forced accounts. Participatory research is designed around on-device data and no personal movement histories.
- Open by design
- Open code and data in GeoParquet, STAC, COG, PMTiles and H3. Published on Source Cooperative, with licenses recorded per source.
- Independent infrastructure
- Open protocols and object storage keep tools and data portable across providers.
Evidence. Translation. Action.
Evidence
Bring together sensor readings, spatial data and lived experience.
Translation
Explain findings through clear maps, local context and policy briefs.
Action
Use the evidence in community priorities and public decisions, then measure what changes.
Frameworks informing our work
UN · 76/300
Right to a healthy environment
Environmental information, public participation and climate justice.
Read the official source
WHO · 2021
Global Air Quality Guidelines
Health-based guidance for interpreting PM2.5 and PM10 observations.
Read the official source
EGYPT · 2050
National Climate Change Strategy
Local climate-risk monitoring and low-emission development.
Read the official source
WORLD BANK · CAIRO
Greater Cairo air pollution & climate action
Neighbourhood evidence supporting cleaner air in Greater Cairo.
Read the official source
UNEP
Air quality monitoring & assessment
Accessible air-quality information and continuous monitoring.
Read the official source
IPCC · AR6
Health & climate co-benefits
Health benefits from cleaner transport, green space and climate action.
Read the official sourceEGYPT · 4/1994
Environment Law, as amended
Community observations alongside official environmental monitoring.
Read the official source
SDGs · 3 / 10 / 11 / 13
Sustainable Development Goals
Health, equality, sustainable cities and climate action.
Read the official source
References guide our work; they do not imply endorsement or partnership.
Browse datasets