The health engine · measured 5 August 2026

The whole thing, end to end

Every figure here was read from the live system at build time. Nothing is illustrative. Two views: the short version of how it works, and the complete contents.

Every single point →

The six stages

Papers go in one end. What comes out is an answer that can always say where it came from.

Watch one real result travel

Actual values sitting in the records right now. The printed line at step four is exactly what the lab put on the page.

Where it refuses to guess

Each of these is a real thing that was caught, several on the day the records were rebuilt.

The shape of it

Four people, 981 tracked markers, 1,818 recorded values. Here is all of it at once.

Every label the engine uses

Nothing here is decorative. Each of these tags exists because getting it wrong once produced a wrong answer — and every value carries the ones that apply to it.

Every marker, all 981

Search it. Backed means at least one of that marker's values carries the document, page and printed line it came from. New means the marker did not exist in the record until the rebuild put it there.

How this got built

The honest version, including the parts that went wrong.