Use AI to draft strong clinical justifications for prior authorization requests in under three minutes.
Prior authorizations eat up valuable clinic time, often requiring detailed medical justification written from scratch. Instead of staring at a blank text box, use AI to draft the clinical rationale based on the diagnosis, medication, and relevant patient factors. You provide the clinical details (no PHI), and AI organizes them into a clear, persuasive justification that meets insurer expectations. Always review the output carefully and add any specific patient details or clinical nuances before submission.
Try this prompt today
“Act as an experienced primary care physician writing prior authorization justifications. I need a strong clinical justification for the following request. Write it in clear, professional language that addresses medical necessity, why alternatives are inadequate, and relevant clinical guidelines. Keep it concise but thorough. Medication/Test/Procedure: [e.g., Eliquis for atrial fibrillation] Diagnosis: [e.g., Atrial fibrillation, CHA2DS2-VASc score of 4] Relevant patient factors: [e.g., prior stroke, poorly controlled on warfarin due to INR variability, patient unable to maintain regular lab monitoring] Why alternatives failed or are inadequate: [e.g., warfarin resulted in subtherapeutic INR 40% of the time over past 6 months; patient lives 45 minutes from nearest lab] Relevant guidelines: [e.g., ACC/AHA guidelines recommend DOACs as preferred anticoagulation in AF] Draft a 150-200 word justification that is clear, evidence-based, and persuasive.”
March 7, 2026
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