PA Approval Predictor 3D

An AI model estimates approval odds before a prior authorization is submitted: diagnosis-code match, documentation completeness and the nearest historical cases blend into one probability.

Scenarios

Request

Documentation completeness

Diagnosis-code match

Historical data

Nearest cases (k)

Historical cases

Payer approval bias

Show probability surface

Live readouts

Code match-

Doc completeness-

Historical rate-

Predicted approval-

Approval probability slices

vs documentation (code match fixed) vs code match (docs fixed)

Approved caseDenied caseThis requestAI model