Shape practical use cases that improve access, continuity, chronic condition support, and team workflows.
Listening to clinicians. Advancing safe, practical AI.
The best care—and the best ideas—start by listening. The Tom Contributors program unites clinicians with developers and operators to ensure that Tom has the powerful capabilities to operate as an agentic AI primary care team member and the right guardrails to adhere to pre-set clinical and safety boundaries. The program informs clear standards for safety, oversight, and measurable outcomes.
Tom Contributors
Built with clinicians, for clinicians.
Transformation takes more than ambition. It takes wisdom from exam rooms, clinics, and care transitions—where decisions carry weight. Founded by physicians, Lumeris built Tom to work with clinicians, not around them. Tom Contributors keep us true to that physician-first foundation.
Become a Tom Contributor
Making practical AI the clinical default.
As a Tom Contributor, you’ll have a voice in how AI is deployed in real-world care.
Many voices.
One standard of care.
Physicians across primary care and specialties, nurse leaders, care managers, health system operators, informaticists, and policy voices—professionals accountable for quality, safety, and patient experience.
Together, they provide the insights that shape a viable, sustainable Primary Care as a Service (PCaaS) model.
Together, they provide the insights that shape a viable, sustainable Primary Care as a Service (PCaaS) model.
One path. Many ways to help.
Test Tom in real workflows, lead and publish studies, or advise on features and safety—so frontline insight becomes better care for everyone.
Test & improve
Use Tom in live workflows, share hands-on feedback, and validate usability and performance.
Study & publish
Design and run studies, analyze outcomes, and present findings to build the clinical evidence base for Tom and AI in healthcare.
Advise & build
Bring domain expertise to projects, inform feature design and safety, and help expand Tom’s impact across care settings.
Value for you—and your patients.
Join us
If you’re a clinician or health system leader passionate about safe, practical AI in primary care—and ensuring it serves patients and the people who care for them—let’s talk. Nominate a member or request an invitation to an upcoming working session.




















