One standardized access layer for provider licensing data.
Licensy AI sits between fragmented state licensing sources and your software, so you integrate once instead of maintaining separate board-by-board workflows.
How the data layer works
- 01Aggregate
We collect physician and physician assistant licensing information from official public sources across U.S. jurisdictions.
- 02Normalize
Each board publishes different fields, status labels, and formats. We map them into one consistent schema so your team doesn't interpret 51 sources independently.
- 03Preserve evidence
Where available, we capture screenshots of the official record as supporting source context — not legal proof, not certified verification.
- 04Deliver
Access the data through a REST API or the MCP server, in a consistent shape.
- 05Monitor
For monitored accounts, records are refreshed daily so you can track changes over time.
What you receive per record
The same normalized shape across every jurisdiction.
{
"full_name": "Jane A. Smith",
"license_number": "A1234567",
"state": "California",
"profession": "Physician (MD)",
"status": "active",
"issued": "2016-06-29",
"expired": "2028-05-31",
"disciplinary": "none on record (where available)",
"source_url": "https://…state board record…",
"screenshot_url": "https://…primary-source screenshot… (where available)",
"last_checked": "2026-07-20"
}Field availability varies by jurisdiction and is labeled accordingly.
Integrate once, not board by board.
Licensy AI provides licensing information derived from official public sources. Customers remain responsible for determining how the information is used within their credentialing, compliance, legal, or operational workflows.