About LarryAI Tutor
How AI Role Plays Can Benefit Medical Learners
Strong patient-centered communication shapes what clinicians learn from patients, streamlines visits, and improves understanding and adherence to treatment. These skills develop through practice, reflection, and timely feedback, yet opportunities for meaningful repetition and individual coaching are often scarce in medical training.
LarryAI Tutor helps close that gap by enabling medical learners to practice realistic conversations in a low-pressure setting tailored to their pace, receive immediate, targeted feedback, and continuously improve between formal teaching, standardized patient sessions, and clinical rotations. Learners can use this free app to practice clinical conversations with AI patients and get immediate coaching on key communication and relationship-building behaviors.

Practice clinical conversations. Learn with confidence.
Built on the Patient Centered Observation Form (PCOF)
LarryAI Tutor is based on the Patient-Centered Observation Form (PCOF), a validated framework from the University of Washington School of Medicine. PCOF helps clinicians and trainees improve communication and manage time in real clinical settings. It has trained over 10,000 physicians since 2007.
Instead of treating communication as subjective, PCOF breaks encounters into observable, evidence-based behaviors, such as:
Setting the agenda effectively
Listening for patient concerns and responding with empathy
Sharing information clearly
Involving patients in care planning
Managing time effectively to address multiple patient concerns
This framework provides learners with a more concrete way to understand what they are doing well and where they can improve.
Feedback Rooted in Research
Feedback in LarryAI Tutor reflects a research-backed standard, not arbitrary impressions. Built on PCOF, the platform uniquely helps learners develop skills that directly translate to stronger patient experiences and more effective visits.
Unlike other tools, it guides learners to adopt behaviors and habits that support consistently patient-centered care, creating lasting, real-world impact.
Developed by Keensight Health
LarryAI Tutor is developed by Keensight Health, a company building AI tools to improve patient-centered care and clinical communication.


Keensight Health was founded by a team that includes Larry Mauksch, the creator of the PCOF framework, as well as medical school faculty members, including Dr. Misbah Keen and Dr. Ian Bennett, with deep experience teaching and applying PCOF-based communication methods in medical education and clinical practice.
The founders of Keensight Health believe that AI can benefit medical education when guided by strong pedagogy. Their expertise ensures that LarryAI Tutor is grounded in a trusted educational approach while leveraging new AI capabilities to create more accessible, scalable practice opportunities for learners.
Sign up and elevate your patient engagement skills today
Sharpen your patient engagement skills and communicate with confidence, clarity, and empathy.



