For AI labs and environment builders

Real operating and field data from companies across APAC.

De-identified, linked and documented. Tell us what you're training or evaluating, and we'll match datasets or collect to your specification.

Episodes linking chat, email, tickets and outcomes, with a people directory of roles and relationships and no names.
Graded tasks built from real decisions: world state at the cutoff, tools, a rubric and the reference trajectory.
Real-world capture: first-person task video, tool and equipment use, diagnostics, logs and telemetry.
Languages: English plus APAC languages and code-switched text.
Documentation: datasheet, third-party de-identification report and per-buyer marking.