Use AI to review your prior authorization justification and flag weak evidence or missing clinical details.
Before submitting a prior authorization request, ask AI to act as a critical reviewer and identify gaps in your clinical justification. This helps you catch missing evidence, weak reasoning, or unclear language that could lead to denial. It's like having a colleague double-check your work before it goes to the insurance company. Remember: never paste real patient data into AI—use a generic version of your draft instead.
Try this prompt today
“Act as an experienced utilization review specialist who reviews prior authorization requests for insurance companies. I'm going to share a draft prior authorization justification letter (with all patient identifiers removed). Please review it critically and tell me: (1) What clinical evidence or details are missing that would strengthen the case? (2) Where is the medical necessity argument weak or unclear? (3) What specific labs, imaging results, failed treatments, or functional limitations should I emphasize more? (4) Are there any vague statements I should replace with concrete clinical facts? Here is my draft justification: [paste your anonymized draft here]”
March 11, 2026
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