Private evaluation

Tell us what you need to evaluate.

Share the workflow and stakes. We’ll follow up with a short scoping conversation and recommend the right next step—private evaluation, public examples, or both.

Looking for expert work instead? See contribution paths →

Company & lab requests

A few details so we can prepare the right conversation.

This form is for companies and research teams. If you're an individual expert looking for work, start on the Experts page.

01 · Your contact details

Work email *Organization *Your roleIndustry *

02 · About your project

What are you trying to accomplish? *

How can we help? *

Evaluate a workflowPrivate evaluation before you deploy—clear tasks, scoring criteria, and inspectable runs for your work.Build data & environmentsExpert data and realistic work environments for training and evaluating agents on hard professional tasks.Contribute expertisePractitioners and specialist firms help shape evaluations from real work—without becoming a labeling gig.

03 · Optional

Where did you find us?

We typically reply within a few business days. Prefer to talk now? Book a scoping call.

What happens next

A short conversation. A clear plan.

We review your brief

A specialist reads what you submitted and matches it to the right evaluation, data, or partnership path.

We schedule a scoping call

Usually 30 minutes. Goals, constraints, timeline, and whether public examples already cover part of the need.

You get a concrete next step

A scoped proposal, sample materials for your domain, or a pointer back to open evidence when that’s enough.