Real business workflows, licensed cleanly
De-identified operational data from companies doing the actual work, with documented rights for every source.
Provenance on file
Every dataset is backed by a signed license from the data owner, with rights warranties and a source manifest.
De-identified by default
Customer and employee identifiers removed, with a documented method and a re-identification prohibition in our license.
Verticals the open web lacks
Distribution, packaging, manufacturing, logistics, accounting, insurance, and trades, with multi-year history.
Packaged to spec
Formats, schemas, and task structure matched to your training or eval pipeline. Samples under NDA.