Use AI to test your prior authorization letter against common insurance denial reasons before submitting it.

Before you submit a prior authorization request, let AI play the role of a skeptical insurance reviewer looking for reasons to deny it. Give AI your draft letter (removing any real patient details first) and ask it to challenge weak spots, flag missing justifications, and identify where you haven't clearly linked medical necessity to functional deficits. This catches common denial triggers—like vague goals, insufficient documentation of prior treatments, or failure to justify frequency and duration—before the insurance company sees them. You can also ask AI to simulate specific denial scenarios based on common payer policies. For example, ask it what a reviewer might question if they're strict about proving that skilled therapy is required versus a home program alone. Then revise your letter to preemptively address those objections. This multi-round review process dramatically improves approval rates by helping you think like the person evaluating your request. Remember: Only use de-identified information, never real patient data. Always review AI suggestions against actual payer guidelines and your clinical judgment before finalizing.

March 16, 2026