Use AI to draft clear prior authorization justification letters for medications or procedures faster.
Prior authorization requests eat up huge amounts of clinic time, and insurance denials force you to write detailed medical justifications under tight deadlines. Instead of starting from scratch each time, use AI to draft a structured, evidence-based justification letter in seconds. You provide the clinical context (without any real patient names or identifiers), and AI organizes your reasoning, references relevant guidelines, and formats it professionally. You then review, personalize, and add specific patient details from your medical record before submitting. This cuts drafting time from 20+ minutes to under 5.
Try this prompt today
“Act as an experienced primary care physician writing a prior authorization justification letter to an insurance company. I need to justify [medication/procedure name] for a patient with [general condition description, e.g., 'type 2 diabetes inadequately controlled on metformin and a sulfonylurea']. Draft a clear, professional justification letter that includes: (1) the clinical indication and diagnosis, (2) why this specific treatment is medically necessary, (3) what prior treatments have been tried and why they were insufficient, (4) relevant clinical guidelines or evidence supporting this choice, and (5) the risks of denying or delaying this treatment. Keep the tone professional and factual. Format it as a complete letter I can review and personalize before submission. Do not include any patient names, dates, or identifying details—I will add those myself.”
March 7, 2026
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