Hyperlocal environmental intelligence · JKUAT / Juja, Kenya
AFYA MAZINGIRA turns live Conduit observations into environmental states, short-horizon forecasts, activity-aware risk and a recommended best time to act, before conditions peak.
Current station situation
The interpretation gap
A person does not need temperature, humidity and wind. They need to know whether conditions are becoming more demanding, and what to change.
The user still has to work out what these numbers mean.
Transitioning toward the afternoon's peak heat.
Situation → meaning → action → explanation.
Deterministic pipeline
Conduit data
Quality control
Feature engineering
Climate Reflex state
Forecast +1/+3/+6/+9h
Risk interpretation
Best-Time engine
Grounded explanation
The AI communication layer sits strictly downstream of this quality-checked chain. It explains results, it never produces them.
Climate Reflex
Discovered from real station behaviour, not imposed by hand.
Lower temperature, high humidity, weak wind and low radiation.
Temperature rising quickly while humidity falls and radiation climbs.
Peak temperature and radiation with stronger wind and elevated exposure.
Temperature falling, humidity recovering and radiation declining.
Product
The current state, exposure level and recommended action, in seconds.
OpenMeasured history, dashed forecast and calibrated uncertainty bands.
OpenDeterministic best-time windows for your activity and duration.
OpenRegional environmental outlook with full provenance for every layer.
OpenReplay any day with the future hidden, then reveal what actually happened.
OpenA lightweight environmental command center for institutional teams.
OpenData provenance
Measured, predicted, satellite-derived and regional-model data are always visually distinct, never blurred together.
GROUND MEASUREMENT
~15 min · JKUAT/Juja station
Local temperature, humidity, pressure, wind, light and rain. WBGT is computed from its wet bulb and air temperature.
REGIONAL MODEL
~28 km · hourly · about 5 days behind
The regional background for the local-versus-regional comparison, and the 7-day and 30-day rainfall totals.
REGIONAL FORECAST
hourly · Risk Map counties
Temperature, humidity and rain for each county on the Risk Map, and the outlook used to plan tomorrow.
SATELLITE-DERIVED
10 m vegetation
Vegetation (NDVI) near each county centre, when the Copernicus service answers. Blank when it does not.
Scientific honesty
A smaller number of defensible capabilities beats a longer list of impressive-sounding claims.
Live station data, deterministic forecasts and a recommended window, in English or Kiswahili.
Open AFYA MAZINGIRA