Use AI to quickly draft clear, persuasive prior authorization justifications that save you hours every week.
Prior authorizations consume hours each week—gathering diagnosis codes, documenting medical necessity, and justifying why a treatment is essential. Instead of starting from scratch every time, use AI to draft a structured, evidence-based justification in minutes. You provide the clinical scenario (without patient identifiers), and AI organizes it into a clear, compelling argument. Always review the output carefully, add patient-specific details from your EMR, and verify all clinical reasoning before submission.
Try this prompt today
“Act as an experienced primary care physician who specializes in writing successful prior authorization justifications. I need you to draft a prior authorization letter for the following scenario (no real patient data included—this is a template): [Describe the clinical scenario, e.g., 'a 58-year-old patient with uncontrolled type 2 diabetes who has failed metformin and a sulfonylurea, now requiring a GLP-1 agonist']. Include: 1) A brief clinical summary explaining the diagnosis and severity, 2) A list of prior treatments attempted and why they were insufficient, 3) A clear statement of medical necessity explaining why the requested medication or treatment is appropriate and evidence-based, 4) Reference to relevant clinical guidelines (e.g., ADA standards) that support this choice, and 5) A professional closing statement. Write this in clear, formal language suitable for an insurance medical reviewer. Keep it concise but thorough—around 250-300 words.”
February 20, 2026
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