Already a member or subscriber? Sign in now

Previous article
The AAFP Advocates Against Payer Downcoding Policies and For Improved Primary Care Payment
Nov / Dec 2025
Next article
Tips for Easing Prior Authorization for Sleep Studies

Assembling Your AI Toolkit in Family Medicine

KARIM HANNA, MD

FPM. 2025;32(6):27-31.

Author disclosure: Dr. Hanna discloses that he serves in an advisory role with ReachRx, an AI platform focused on pharmaceutical information.

This content conforms to AAFP criteria for CME.

This curated list of AI tools that save time and support evidence-based decisions offers a solid starting point for building your own AI toolkit.

Dr. Hanna is associate professor and program director at the University of South Florida Family Medicine Residency Program, Tampa. He is also a clinical informaticist and author of the AI+MedEd blog, https://karimhannamd.substack.com.

Author disclosure: Dr. Hanna discloses that he serves in an advisory role with ReachRx, an AI platform focused on pharmaceutical information.

Send comments to fpmedit@aafp.org, or add your comments to the article online.

Author disclosure: Dr. Hanna discloses that he serves in an advisory role with ReachRx, an AI platform focused on pharmaceutical information.

  1. 1.Hanna K, Chartash D, Liaw W, et al. Family medicine must prepare for artificial intelligence. J Am Board Fam Med. 2024;37(4):520-524.
  2. 2.Hurt RT, Stephenson CR, Gilman EA, et al. The use of an artificial intelligence platform OpenEvidence to augment clinical decision-making for primary care physicians. J Prim Care Community Health. 2025;16 :21501319251332215.
  3. 3.Chaudry S, Lee D, Wright S. 20 tips for using an AI virtual scribe to document office visits. Fam Pract Manag. 2025;32(2):5-8.
  4. 4.Tierney AA, Gayre G, Hoberman B, et al. Ambient artificial intelligence scribes: learnings after one year and over 2.5 million uses. NEJM Catal Innov Care Deliv. 2025;6(5).
  5. 5.You JG, Dbouk RH, Landman A, et al. Ambient documentation technology in clinician experience of documentation burden and burnout. JAMA Netw Open. 2025;8(8):e2528056.
  6. 6.Muro M, Maxim R, Whiton J. Automation and Artificial Intelligence: How Machines Are Affecting People and Places. The Brookings Institution. Jan. 24, 2019. Accessed Sept. 2, 2025. https://www.brookings.edu/research/automation-and-artificial-intelligence-how-machines-affect-people-and-places
Previous article
The AAFP Advocates Against Payer Downcoding Policies and For Improved Primary Care Payment
Nov / Dec 2025
Next article
Tips for Easing Prior Authorization for Sleep Studies

Latest issue

May / June 2026

May / June 2026

Copyright © 2026 by the American Academy of Family Physicians.

This content is owned by the AAFP. A person viewing it online may make one printout of the material and may use that printout only for his or her personal, non-commercial reference. This material may not otherwise be downloaded, copied, printed, stored, transmitted or reproduced in any medium, whether now known or later invented, except as authorized in writing by the AAFP. See permissions for copyright questions and/or permission requests.