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AI Communication Assessment, Coaching and Role Plays
LarryAI helps your clinicians strengthen their clinical communication and time-management skills while improving patient experience.
Give Your Organization a Patient Experience Edge
With LarryAI, your clinicians and residents will receive private feedback after real patient encounters, helping them build stronger communications skills without added stress or judgment.
Your training and medical education staff will coach more effectively in less time. Your entire organization will have a scalable, evidence-based system to improve patient satisfaction, outcomes, reduce malpractice risk, and maximize return on educator time.
Key Product Capabilities

For Individual Learners
Clinicians and medical residents receive private, formative feedback after real patient encounters, helping them build stronger communication skills without added stress or judgment.
Skills Benchmarking
Each learner immediately sees their communication skills baseline —based on encounters captured by our ambient scribe or user-uploaded recordings.
Formative Feedback After Every Encounter
Access the transcript and private, non-evaluative coaching after each patient visits.
Development Opportunities
AI reveals personalized growth opportunities based on aggregated encounters over time. Learners can create personal goals and track progress.
AI Role Plays
Practice clinical conversations with AI patients. Then, receive immediate feedback and coaching grounded in a proven clinical framework.
For Medical Directors and Medical Residency Program Directors
Coach more effectively in less time, while learners get consistent feedback that supports growth without adding to stress.
Learner Progress Dashboards:
Track communication skills growth over time for individuals, sites and specialties.
Add Coaching Notes:
Add educator comments alongside AI-generated insights to guide higher-level coaching.
Customizable Feedback Reports:
Generate structured summaries aligned to curriculum and accreditation requirements.
Skill Benchmarking Tools:
Compare learner performance against the PCOF standard or peer groups.

For Chief Medical Officers and Administrative Officers (Coming Next)
Give your entire organization a powerful system to strengthen clinician-patient communication, improve outcomes, reduce malpractice risk, and maximize return on educator time.

1
Organization-Wide Analytics Dashboard:
View aggregate communication performance metrics across departments, specialties, or the entire system.
2
Benchmarking Across Sites:
Compares performance between locations or cohorts to identify areas needing intervention.
3
Malpractice Risk Indicators:
Flags communication breakdown patterns that correlate with increased liability risk.
4
Resource Utilization Tracking:
Quantifies time saved on faculty observation and training, with exportable ROI reports.
5
Integration with Patient Experience Data:
Correlates clinician communication with existing survey results to guide targeted improvement initiatives.
6
Quality & Compliance Reporting:
See linkages between communication scores to patient satisfaction, safety, and regulatory benchmarks (e.g., HCAHPS/CG-CAHPS).
Ambient Scribe Included With LarryAI
We capture what happens in the visit and support documentation without forcing clinicians to choose between the patient and the keyboard.
Grounded in the Patient Centered Observation Form
LarryAI is grounded in the Patient-Centered Observation Form (PCOF), a proven clinical communication framework developed by Larry Mauksch at the University of Washington School of Medicine. The PCOF supports many types of primary care visits, especially those involving multiple concerns or more complex patient needs.
By focusing on skills like empathetic listening, shared decision-making, time management, and chronic disease management, LarryAI helps clinicians build trust, stay focused, and deliver more effective care within the constraints of real-world visits.
The PCOF Framework's Emphasis

Clinical Communication Training Resources

LarryAI Tutor (AI Role Plays)
Medical learners can use this free app to practice clinical conversations with AI patients and get immediate coaching on key communication and relationship-building behaviors.
PCOF Online Training
Free online training in using the Patient-Centered Observation Form and understanding its content, made available by the University of Washington.
Sign Up for Product Updates
We plan to make the first version of LarryAI available this fall / early winter. If you'd like to be amongst the first to get access to the application and be a part of our Early Adopter Beta Program, please sign up below.
Contact Us
For inquiries, please contact us at info@keensighthealth.com
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