For AI labs and research teams

Real workflow data for training and evaluation

We license de-identified business records and expert task traces from companies across leading industries. Tell us what you're looking for and we'll put together a sample.

We reply within one business day. Samples are de-identified and shared under NDA.

Request data

What you get

Data you can build on

  • Real work, not synthetic

    Records of actual tasks done by real teams, with the full sequence of steps and outcomes.

  • De-identified by default

    Names, contact details, and customer identifiers are removed before data reaches you.

  • Clear provenance

    Every dataset comes from a signed license with the company that owns it, so rights are documented.

  • Packaged for your pipeline

    Delivered in the format your training or evaluation setup expects.