Human expertise for AI training

Vetted domain experts for the teams building frontier AI.

Cognoloom connects AI labs and tech companies with scientists, clinicians, lawyers, engineers and analysts — screened by an AI interview — for training data, labeling, RLHF and model evaluation.

Project · RLHF for clinical Q&ASample preview
Dr. A. Expert
Medicine · 12 yrs · ✓ AI-vetted
92
match
B. Specialist
Medicine · 8 yrs · ✓ AI-vetted
84
match
C. Reviewer
Life Sciences · 6 yrs · ✓ AI-vetted
61
match

Illustrative example — not real people.

6
expert domains supported
4
AI work types (data, labeling, RLHF, eval)
4
question AI screening interview
—
network size: placeholder until launch

How it works

From application to paid project in four steps.

01
Experts apply

Domain experts create a profile with their field, skills, experience, rate and résumé.

02
AI-powered vetting

A short, domain-specific screening interview is scored automatically against a transparent rubric.

03
Smart matching

Companies post projects; vetted experts are ranked by an explainable match score.

04
Work begins

Shortlist, invite and hire — experts track every application from their dashboard.

For experts

Put your expertise to work on AI

  • ✓Flexible, remote project work at your own rate
  • ✓One AI screening interview unlocks every matching project
  • ✓See why you match — skills, domain and experience
  • ✓Track applications and invitations in one place
Software EngineeringMedicineLawLife SciencesMathematicsFinance
Apply as an expert →
For AI labs & companies

Specialists on demand, already screened

  • ✓Post a project in minutes: domain, skills, rate, task type
  • ✓Instantly see vetted experts ranked by match score
  • ✓Invite, shortlist and hire from a simple pipeline
  • ✓Built for training data, labeling, RLHF and evals
Training data creation
Data labeling & annotation
RLHF / preference ranking
Model evaluation & red-teaming
Post a project →

Ready to try the demo?

Create an account, or sign in with one of the seeded demo accounts listed in the README.