Use AI to prepare a structured agenda and talking points for an upcoming peer review or M&M case presentation.

When you're scheduled to present a complex case at peer review, M&M conference, or a quality committee meeting, the preparation can feel overwhelming—especially when you're juggling clinical duties. AI can help you create a clear, logical presentation structure, anticipate tough questions, and prepare concise talking points so you walk in feeling confident and organized. Start by giving AI a high-level summary of the case (use fictional or heavily de-identified details only—never real patient data). Ask it to draft a presentation outline that follows a logical flow: case summary, clinical reasoning, decision points, outcome, and lessons learned. Then ask AI to generate potential questions a skeptical colleague might ask, along with draft responses you can refine. This two-step process transforms scattered notes into a polished presentation framework. This approach is especially valuable the night before or the morning of your presentation. You'll have a clear roadmap, pre-thought responses to challenging questions, and the confidence that comes from being genuinely prepared—not just winging it. Always review and verify the content AI generates, ensuring it aligns with your clinical judgment and the actual facts of the case before you present.

March 19, 2026