What is the Previty Method?

The Previty Method is a four-step governance protocol — Verify, Match, Engage, Validate — that structures how physician expertise enters clinical AI development cycles. It is designed to make physician input rigorous, repeatable, and licensable.

How much do physician advisors get paid?

Compensation is set per engagement and confirmed in writing before work begins. Typical engagements run 2 to 5 hours at market advisory rates. Physicians are paid directly by the partner company. Previty does not take a cut.

How are physicians verified?

Every physician is verified through primary sources: ABMS for board certification, state medical boards for active licensure, and direct specialty credentialing. Verification completes in 3 to 5 business days.

When should a health tech company bring in a physician advisor?

Earlier than most companies do. The strongest clinical AI products engage physicians during problem definition, before model architecture decisions are made. Waiting until FDA submission usually means rebuilding.

FOR HEALTH TECHNOLOGY COMPANIES

Clinical expertise, matched to your AI build.

Tell us what you're building. We match you to board-certified physicians verified under the Previty Method™ — typically within 72 hours.

Request a physician match

Typical match turnaround 72 hr ‍ Standard engagement length 100% Primary-source verified 2–5 hr ‍

Representative physician profiles

The founder's profile is listed publicly. All other physicians are anonymized until match.

Tanya Phares, DO, MPH, CPE FOUNDER

Previty Method™ Verified

Internal Medicine · Preventive Medicine · Lifestyle Medicine

25+ years across managed care, public health, and health system leadership. Former founding CMO at a health plan. Research fellow, CDC. Published author, MMWR. Triple board-certified physician executive.

Board: ABIM · ABPM · ABLMFellow: FACOI · FACP · FACPM

Availability: 2 engagements/mo

Cardiology · Interventional

Previty Method™ Verified

15 years at an academic medical center. Active imaging practice. Advisor to two cardiac AI startups through pre-submission. Experience with 510(k) and De Novo pathways.

Board: ABIM Cardiovascular DiseaseFocus: imaging AI, risk stratification
Focus: imaging AI, risk stratification

Availability: 1 engagement/mo

Family Medicine · Primary Care

Previty Method™ Verified

Active practice, value-based care organization. Epic power user. Has implemented three vendor AI tools in clinic workflow and can speak to what breaks at the point of care.

Board: ABFMFocus: clinical workflow, documentation

Availability: 3 engagements/mo

PHYSICIAN DIRECTORY

Find the right clinical expertise for your AI project.

Request a match