Enterprise

See what your assistants did, and which model each record names.

A team needs evidence tied to an assistant version, model, workflow and test conditions. The beta offers simulated practice and selected checks on pasted conversations. This page is not evidence of an enterprise deployment or a retained fix.

Practice on your own jobs. We build practice versions of the work your assistants actually do, so the mistakes we find are close to the ones your customers would see.
Audit conversations you share. We check what your assistants said for promises they could not make, money spent without a confirmed amount, secrets in the chat, and model labels that are not on your approved list.
Inspect versioned records. Compare recorded runs while keeping synthetic simulation, local model-backed work and paid model-backed work separate. Supplied labels are not independent proof of model identity.

During the beta we do not issue certificates. The best way to start is a practice run with one of your assistants.

Try a practice run See the product

Capability check · September 29, 2026

What is available now

Simulated practice runs, selected checks on pasted conversation logs, and a self-entered beta checklist. No certificates or public quality scores are issued.

Internal measurement separates deterministic simulation, local model-backed runs and paid model-backed runs. Before/after improvement, held-out transfer and later retention need their own evidence; more runs do not establish them.

Read the measurement status · Try the selected-check audit · Review the beta checklist