Evals as a service.
We have domain experts build real-world, custom evals for product teams.
Book a demoStart with one workflow you want to get better at.
Real tasks written by domain experts, not synthetic prompts.
The tasks your agent fails, on work that matters.
A benchmark that makes your quality legible to buyers.
Find where your
agent breaks down.
Experts turn real research problems into tasks your agent has never seen. The eval shows what it gets wrong, and what each fix is actually worth.
- Expert tasks
- Weak points
- Your fix
- Measured gain
Illustrative scores, not measured results.
People who do the work
write the evals.
Human expertise. Real-world value.
Evals are only as good as the people who write them. We connect global human expertise to AI, so the value of information and actions is priced against the work it really does.
Domain specialists · Research engineers · Evaluation researchers · Workflow practitioners
Start with the goal.
We start with the workflow you want to hill-climb on — or the buyer you need to satisfy, or the spend you need to justify.
Experts write the tasks.
We source PhD-level specialists across global labor markets, elite talent pools, and research networks like IIT. Our most recent research-engineering set was written by PhD researchers from IIT Kharagpur.
Measure it. Then repeat.
Matched runs show what changed and what it is worth — including whether a smaller model holds performance at lower token cost. Then we raise the bar.