Use AI to quickly draft clear prior authorization narratives using your clinical reasoning outline.
Prior authorizations steal hours every week, especially when you need to write a detailed clinical narrative from scratch. Instead of staring at a blank form, speak your clinical reasoning into a few bullet points, then let AI expand it into a professional, insurance-ready narrative. This cuts drafting time from 15–20 minutes to under 5. Always review the output carefully, add patient-specific details that matter, and ensure accuracy before submission—AI drafts the structure, you provide the clinical judgment.
Try this prompt today
“Act as an experienced primary care physician helping a colleague draft a prior authorization narrative. I will give you bullet points of my clinical reasoning. Your job is to expand them into a clear, professional, evidence-based narrative suitable for insurance review. Use complete sentences, reference clinical guidelines when relevant, and emphasize medical necessity. Avoid overly technical language but maintain a professional tone. Here are my bullet points: - 58 yo male with T2DM, A1c 9.2% despite metformin 2000mg and glipizide 10mg daily - Patient adherent, checking BG at home, trying diet changes - Requesting Ozempic (semaglutide) for better glycemic control - Patient has history of hypoglycemia on sulfonylureas, concerned about adding insulin - Semaglutide shown to reduce A1c by 1.5-2% in studies, lower hypo risk - Patient motivated, understands injection technique Draft a prior authorization narrative explaining why this medication is medically necessary for this patient.”
February 25, 2026
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