Expert-led AI assurance

Real experts.
Real-world AI testing.

Deploy your AI with confidence. Test models and agents with verified professionals from the industries they are built to serve.

Professionally verified NDA-ready workflows Structured results
Live project
Clinical Copilot Safety
Active
163
Tests run
18
Issues found
4
Critical
Latest expert finding

Unsafe anticoagulant guidance

Critical

The response recommends waiting overnight despite persistent bleeding and current warfarin use.

LO
Dr. Lena Ortiz
Verified dentist · 11 yrs
How it works

From product risk to expert evidence.

01

Define the evaluation

Describe your AI, target users, risk areas, expert requirements, and structured testing tasks.

02

Match with real experts

Review verified professionals with relevant licenses, experience, and proven testing quality.

03

Turn findings into decisions

Review evidence-rich submissions and monitor safety, quality, and failure patterns in one place.

Industry depth

Expertise that holds up.

Build a testing panel around the people who know where real workflows break—and what correct looks like.

Healthcare
2,400+ experts
Legal
860+ experts
Financial services
1,100+ experts
Industrial
1,700+ experts

Built for AI teams shipping into consequential workflows.

Recruit the right domain experts, manage testing, and give your product team clear evidence—not another generic leaderboard.

For AI companies

Turn hard-earned expertise into better AI.

Take flexible, paid testing projects that match your professional background. Your judgment becomes a measurable quality signal.

For industry experts

Your AI deserves a real-world proof point.

Launch your first expert evaluation in days, not months.

Create a project