AI in Appeal Writing 2025: What It Can Do, What It Can’t, and What’s Coming Next

Presented: October 22, 2025

Attendees will learn to differentiate between tasks AI can safely assist with and those that require human judgment, recognize the essential elements of a provider-side AI governance committee to ensure responsible and compliant use of AI, and identify measurable success metrics to evaluate the impact of AI integration on appeal workflows.

1. Identify core artificial intelligence (AI) and large language model (LLM) concepts
2. Select tasks that require human judgement versus those that AI can safely assist with at this time.
3. Recognize the essential elements of a provider-side AI governance committee.
4. Identify success metrics after incorporating AI into appeal workflows.

Presenter:

Kendall Smith, MD, SFHM, ACPA-C Chief Medical Officer & Chief Physician Advisor | PayerWatch – AppealMasters