Use AI to quickly draft prior authorization justifications from your clinical notes to save 15+ minutes per request.

Prior authorizations eat up hours each week, and most of that time is spent translating what you already know into insurance-friendly language. Instead of starting from scratch, use AI to turn your clinical reasoning into a structured justification draft in under two minutes. **Step 1:** Open ChatGPT or Claude and describe the patient scenario in general terms (no names, MRNs, or identifying details). Include the diagnosis, treatment you're requesting, why it's medically necessary, and what you've already tried. **Step 2:** Ask the AI to draft a prior authorization justification letter that emphasizes medical necessity, cites clinical reasoning, and follows a professional structure. **Step 3:** Review the draft. Add specific details like symptom duration, functional limitations, or relevant lab values. Remove any language that doesn't match your documentation or clinical picture. **Step 4:** Adjust the tone if needed—ask the AI to make it more concise, more emphatic, or add a sentence about failure of conservative management if relevant. **Step 5:** Copy the polished version into your EHR or fax system. Always double-check that every clinical claim is accurate and supported by your notes before submitting. This workflow turns a 20-minute writing task into a 5-minute review-and-edit task. Remember: AI drafts the structure and language, but you verify every medical fact.

March 7, 2026