Our Experts
Our Expert Network
The judgment of credentialed domain specialists runs through everything we produce, from the first diagnosis to the final training report. Here is how that network is built, vetted, and matched to the work.
<5%
Acceptance rate
13,000+
Specialized Experts
40+
PhD disciplines
270+
University Recruitment Channels
🏢 HQ · San Francisco, CA
Who Is in the Pool
What Qualifies an Expert
01
Advanced degrees
PhD and master's researchers across 40+ disciplines, recruited through 270+ university channels worldwide.
02
Industry seniority
Principal and senior engineers with production experience measured in years, not projects.
03
Licensed practice
Attorneys and other credentialed practitioners for domains where a license is the bar.
04
Multilingual expertise
Computational linguists working across languages, for data that has to hold up beyond English.
Quality Control
Credential-Based Vetting
01
Identity Verification
Credential & background validation
100%
02
Skill Assessment
Domain-specific written test
40%
03
Dynamic Interview
Live technical panel review
15%
04
Final Selection
Only top ~5% make the pool
5%