Ask better questions of health data.
For ministries, researchers, funders and manufacturers that need to see how a health market behaves — between survey rounds, and at the point where products actually reach people.
Questions this data can answer.
On the roadmap. These are the questions the layer is being designed to answer, not queries you can run today.
Is this product actually available?
Availability measured where dispensing happens, not where stock was shipped.
What is it really costing patients?
Dispensed prices, their spread and their movement, rather than list prices.
Where are stock-outs starting?
Signals by product family and geography, early enough to act on.
Who is being reached by screening?
Coverage and referral volumes across comparable points of care.
Did the programme change anything?
A before-and-after on routine data that was collected for another reason entirely.
Who we are building this for.
Target
Ministries and public health organizations
A neutral technology layer, operated by a company that takes no position in the market being measured.
Target
Researchers
Routine data with a documented standardization method, and limits stated rather than hidden.
Potential
Funders and foundations
Evidence of what changed at the point of care, not only of what was disbursed.
No organization in these three columns is a client today. We label them target and potential because that is what they are.
ILLUSTRATIVE DATA
Roadmap, written in the conditional on purpose. No access process is open today.
How access would work.
- You describe the question and the use. Not a dataset request — a question, because the answer determines the level of aggregation.
- Contributors whose data is involved are told which uses exist. Access to shared data is never granted over their heads.
- You receive aggregates, with their coverage and their limits attached. Never individual records.
Bring the question.
What the first users ask for is what gets built first.