What the app is telling us
The first months in the field, in numbers.
Between April and August 2026, the Liberia field team learned the app on real pumps in Bong County and Monrovia.
129hand pumps visited
168inspections recorded
1,418pump parts checked one by one
31water samples collected for lab testing
129 pumps so far890 in the first phase
At the first visit
Only 47 of 123 pumps tested produced water.
Produced water 47Did not 76
Each square is one pump the inspector tested on arrival.
Inside the pump
Most faults are small parts: seals, valves, guides.
Plunger cup seal68%
Centralizers (rod guides)64%
Foot valve assembly42%
Foot valve O-ring seals40%
Foot valve check valve35%
Handle pivot bushings34%
Share of inspected pumps where the part needed attention. About 118 pumps opened up for each part.
Why we test, not just ask
12 pumps reported broken were actually working.
Community and test agree 110Reported broken, worked 12Reported working, failed 1
A test on the spot turns what people remember into a fact anyone can check.
These are early figures from a team in training, as of 1 September 2026. They show what the app can capture, not final results for Liberia.