Ten years of data.
One defensible graph.
Lookup Leads brings private, public, proprietary, investor, company, people, and social data into one versioned system—without losing the evidence behind a single value.
Canonical flow
exact-v1Immutable evidence
Raw assets · source records · claims
Identity
Resolve + replay
Knowledge
Roles + events
Atomic serving projection
Search · profiles · exports · MCP
Every role, one entity
Funds, brands, investors, and operating companies coexist as time-bounded roles.
Every value, traceable
Claims point back to an immutable asset, source record, adapter, and mapping version.
Every decision, reversible
Resolution and publication can be replayed or rolled back without rewriting evidence.