Before adding AI to a medical device, consider clinical need, data quality, safety, usability, updates, lifecycle cost, and market value. The FDA has authorized more than 1,600 AI-enabled medical devices for marketing in the United States as of September 2026. For medical device startups, adding AI can improve diagnostic capabilities, clinical workflows and product performance. However, it also introduces challenges involving clinical data, validation, usability, hardware int