Clinical laboratory (anonymous)
AI-assisted verification of medical reports
We added an AI layer to an existing Laravel system to catch discrepancies between medical images and report text before sign-off.
- Built on existing Laravel
- Human-in-the-loop
- No rip-and-replace
Context
A clinical laboratory needed to reduce errors in its reporting without replacing the system it already ran.
What we built
An AI module on the existing Laravel platform that flags discrepancies between images and report descriptions, keeping a human in the loop for final review.
Results
Fewer reporting errors, no rip-and-replace — the AI works inside the system they already had.