How Healthcare professionals use AI
Across healthcare, AI shows up less as a headline and more as a set of concrete, repeatable tasks. Here are the 7 roles we cover in healthcare and the 42 documented ways they actually put AI to work — each with the exact prompt, the workflow around it, and its sources.
7Roles
42Use cases
120Cited sources
Roles in healthcare
Every AI use case in healthcare
Jump straight to the task you need — every one includes a copy-ready prompt.
🦷 Dentists
- Insurance narratives and appeal letters that pass carrier review
- SOAP notes from operatory shorthand
- Treatment plan explanations patients actually understand
- Recall and reminder sequences that get overdue patients back
- Google review responses that stay HIPAA-safe
- Post-op and new-patient letter library in a week
🏥 Nurses
- Turning shift shorthand into a complete narrative note
- Rewriting discharge instructions patients actually follow
- Drafting care plans you critique instead of write from scratch
- Breaking down new research and policy changes for the unit
- Building preceptor scenarios and quizzes for new nurses
- Drafting fair schedules and the admin work around them
💊 Pharmacists
- Prior authorization and formulary-exception letters that answer the denial
- Plain-language counseling handouts for new prescriptions
- Drug information answers with citations you then verify
- Drug-shortage response plans and conversion charts
- Refill, adherence, and vaccine outreach messages
- MTM notes, medication action plans, and prescriber letters
🦵 Physical Therapists
- Daily SOAP notes that hold up to payer review
- Appeal letters that overturn "not medically necessary" denials
- Home exercise handouts patients actually follow
- Progress reports that justify continued care to Medicare
- Referral and discharge letters that keep physicians in the loop
- Reminder and adherence messages that cut no-shows
🩺 Physicians
- Appeal letters that overturn prior authorization denials
- Patient portal replies you review instead of write
- Discharge instructions patients can actually follow
- Evidence summaries before you change what you prescribe
- Pre-visit briefs that make short slots feel longer
- Complete SOAP notes from dictated shorthand
🧠 Therapists
- Turning de-identified session shorthand into finished progress notes
- Writing treatment plans that hold up in utilization review
- Creating psychoeducation handouts and between-session worksheets
- Appealing denied claims with medical-necessity letters
- Turning research papers into practice-ready summaries
- Building the practice admin library — intake packets, policies, and profiles