Artificial intelligence (AI) has become one of the most discussed technologies in health care. From clinical documentation and diagnostics to patient engagement and administrative workflows, AI is reshaping how care is delivered. While it’s often viewed through the lens of efficiency and automation, AI also has tremendous potential to improve how clinicians learn, creating new opportunities for continuing education (CE). Instead of progressing through static content, clinicians can participate in interactive learning environments that adapt to their actions, creating a more personalized experience. By supporting active learning, reflection, and skill development, education programs that optimize AI in their programming could meet the needs of more clinicians than ever before. The France Foundation’s CaseCoach is just one example of how AI-powered educational experiences are helping health care professionals practice real-world clinical conversations in a safe, supportive learning environment.

Health care providers often know the evidence and understand the guidelines or best practices, but knowledge acquisition and skill development are not the same thing. The challenge lies in applying knowledge in difficult conversations with patients; after all, a textbook can’t emulate all the social nuances in medicine. Whether discussing obesity, treatment adherence, lifestyle modifications, disease progression, or shared decision making, clinicians are frequently required to navigate complex interpersonal interactions that can influence outcomes just as much as their clinical expertise can. Success often depends on what the provider knows as well as how they communicate with patients, and that can create a situation in which there is little to no margin for error.

Traditional educational formats like lectures, articles, and case-based modules can help learners understand disease states, treatment guidelines, and communication principles. However, outside of traditional simulation-based activities, learners are rarely provided opportunities to put those principles into practice. CaseCoach was built to allow clinicians to engage in realistic patient conversations and receive personalized feedback on their communication in the safety of a training experience.

Rather than reading about motivational interviewing, shared decision making, or patient-centered communication, learners can actively apply these techniques in simulated clinical encounters.

Through CaseCoach, clinicians have an opportunity to:

• Practice patient communication skills in realistic scenarios
• Explore different conversational approaches
• Receive immediate, personalized feedback
• Build confidence in challenging clinical discussions
• Reinforce evidence-based communication strategies

Learners can practice sensitive or complex patient interactions in a supportive, judgment-free environment, encouraging experimentation, reflection, and growth without fear of making mistakes in front of others. With repetition, reflection, and the feedback provided by our AI clinical companion, health care providers can learn to adapt their approach to different clinical contexts and patient needs.

It’s also important to note that AI-driven learning experiences like CaseCoach aren’t replacements for traditional education models; they’re supplementary models that allow clinicians to practice skills they learn through traditional education, applying knowledge in ways that were previously difficult to scale. In CE, we emphasize the need to treat patients as individuals beyond their diseases, individualizing treatment plans specific to their needs. Similarly, effective education for clinicians needs to be designed for them and their individual needs. Not everyone learns the same way, nor does everyone share the same style of communication. However, when we share a common goal, as we often try to in health care, we must find a way to work together effectively. AI-powered education isn’t intended to learn for the clinician, nor should it do the communicating on behalf of clinicians; it’s designed to help give those clinicians the skill to meet their patients where they’re at.

By bringing this innovative learning opportunity to health care providers, our team is stepping into the future of medicine and collaborative care. Educational tools like CaseCoach have the potential to play an important role in that future, and we’re just getting started.