The datasets behind the graph.
Every entity is resolved to a single identity, connected to its owners, people, and systems, and re-verified as the profession changes. Sources and dates on every field.
Practice Database
One database of the practice market: 22,000+ independents and 10,000+ corporate-affiliated locations, with ownership lineage resolved to the practice level.
Industry Groups
Every consolidator and group purchasing organization operating in the market, with the locations each one owns resolved to the practice.
Veterinary Workforce
Coming soonDVMs, licenses, roles, and association rosters: the people layer that links accounts as teams move.
Map
Records are collected from public, licensed, and customer-permissioned sources across the profession.
Resolve
Each practice, person, and organization resolves to one canonical record. Duplicates merge, history is preserved.
Review
Changes pass through review with their evidence before they land on a record. Corrections never overwrite silently.
Return
Data ships as files, warehouse tables, or an API, release after release, into the tools your team works in.
Each fact carries its sources, dates, and review state. Corrections are preserved, not overwritten. You can see what changed, when, and why we believe it.
See the coverage for your market.