A controlled path from authorized business systems to approved, licensed datasets.
Data partners connect software through the provider's own sign-in screen with the narrowest permissions available. Tokens are encrypted at rest and never shared with AI developers.
A historical backfill starts once the data partner agreement is signed. Recurring incremental syncs pick up new records. Every page is checkpointed, so interrupted syncs resume.
Secrets are removed before storage; identifiers are masked and the record held for review. Records are de-duplicated, checked against the data partner's permissions and scored for completeness.
Eligible records are grouped into versioned datasets with manifests and checksums. Each new version passes a rights review before it can be licensed.
AI developers request terms, contributing data partners approve where required, both parties sign and the licensee pays. Approved records are then delivered to the licensee outside Datavaro for the licensed uses, which may include AI model training. Revenue is attributed to data partners by contribution.
Switch between an original business record and the proposed licensing dataset, with every excluded, generalized and reviewed field marked. Synthetic examples.
See How Your Data Is Protected