Clinical lab requests, with a person in the loop

The model reads. The records check. A person decides.

A technician stops typing scanned requests and starts verifying them. Every value arrives with a traffic light and its provenance; the model is one source among several, never the source of truth.

A scanned lab request whose fields flow into a verification panel, each with a green, amber or red light and a check
  1. 01

    Read

    A vision model reads the scanned request, field by field, with where it found each value.

  2. 02

    Check

    The lab's own records confirm or contradict what was read. When they disagree, the model does not win.

  3. 03

    Map

    Each requested test, worded the insurer's way, gets the lab's own codes.

  4. 04

    Approve

    Nothing counts until a technician approves it: who, when and exactly what.

The traffic light

A colour is a signal, never an acceptance.

  • Agrees with the lab's records
  • Only the model says so
  • They disagree: you decide
  • Absent, and optional
99.8%
field precision, Gemini
0
reading errors shown green
1.5%
test lines left to the technician
0
documents linked to the wrong patient

Start working

Pick the technician you are. Invented people: this is not a login.