INTEGRITY DELTA

Clinical AI tools change physician judgment in ways the standard chart review cannot detect. The doctor still signs the note. The note still passes review. The judgment that produced it has shifted, and the shift compounds across encounters.

Integrity Delta is the measurement framework that surfaces those shifts. We instrument the model output, the physician revision, the signed note, and the implied alternative, and we score the gap.

The validation study is designed. The pilot signal is in. Next is the partner site.