Studies, benchmarks, testing and data for AI that interacts with people.
Whatever stage your AI is at, we show you how it behaves with real people, give you the data to fix it, and measure what changes after an update.
Who we work with
Any team whose AI sees, hears or responds to people in real time.
Real-time video agents and interactive avatars, measured against people and each other.
Interview coaching, sales roleplay and tutoring, where users freeze, interrupt and push back.
Support and sales agents tested on real people's timing, not simulated callers.
The human side of working around people: personal space, handoffs and stop signals.
Four ways to work with us.
Performers test your live product on agreed scenes built around your use case. You get findings, labeled clips and a retest.
Compare systems under an agreed protocol, with reviewed evidence and a complete report.
The same scenes on every build, with regressions flagged before your users find them.
Labeled human-to-AI sessions built around the behaviors your model gets wrong, delivered for training.
An AI interview coach
Does it wait when a candidate freezes, stop when they cut in, and stay steady when they get defensive?
We design those moments, run them with performers on the live coach, document what breaks, and retest after every update.
Compare behavior under consistent conditions.
Evaluate systems against shared interaction scenarios, with agreed criteria and documented conditions. Review where each system succeeds, where it struggles and what changes after an update.
How an engagement works
We agree the behaviors, scenes, number of sessions and deliverables.
A 50% advance begins recruiting and production.
Performers run the scenes live on your product.
You receive findings, labeled clips and data in your format.
After your update, we run fresh sessions to measure what changed.
Questions
Do you build AI models?+
No. We are independent. We test AI and supply data to the companies that build it, with a documented method and evidence you can inspect.
Are these real people?+
Yes. Every session is a real, consenting performer interacting live with your AI.
Do performers follow a script?+
Mostly no. Most scenes give a situation and a goal, so the words stay natural. When a test needs exact wording, the scene includes specific lines. Either way, the app cues the key moment.
Which agents can you test?+
We scope studies for agents accessible through a real-time API or browser, including video avatars and voice assistants. Integration requirements are checked before the study.
Who owns the data?+
Usage rights, exclusivity and delivery are agreed in the study contract and limited by each performer’s consent.
Can you work with robots?+
We scope robotics work with partners around their hardware, sensors and evaluation needs. On-site capture and export requirements are agreed before a project begins.
See where your AI misses people.
Tell us what you're building. We'll scope an interaction study around the behaviors that matter for your release.