
AI Validation Lab
Setting the Standard for Responsible AI Hiring
AI Validation Lab independently validates the AI hiring systems employers and technology providers rely on: compliance assessments against active AI hiring law, rigorous bias testing, and vendor validation that holds platforms accountable. We ensure AI hiring systems are fair, compliant, and effective, so employers hire responsibly and technology providers build trustworthy products.
Our Legal Framework
Workforce Technology Assurance Framework
01
AI Decisioning & Employment Rules
02
Privacy & Workforce Data Rights
03
Biometric & Sensitive-Data Controls
04
Accessibility & Accommodation
05
Fair Employment Outcomes
06
Security, Evidence & AI Governance
The Assurance Loop
Built for Every Stakeholder
in AI Hiring
Tailored compliance solutions for technology builders, enterprise employers, and advisory professionals.
Global AI Hiring Legal Tracker
An interactive, continuously updated database of enacted and proposed AI laws impacting hiring, employment, and enterprise AI use — across 25+ countries.
Know Every Law.
Everywhere You Hire.
Customer teams use the tracker to monitor applicable requirements, enforcement activity, and implementation priorities across jurisdictions.
- Enacted, in-force, and proposed legislation
- Detailed customer records and authority links
- Updated continuously by our legal team
93
Total Laws Tracked
54
Enacted / In Force
15
Proposed
25
Countries Covered
Professional Development for Validated Teams
FairHire Academy is the professional development arm of AI Validation Lab, supporting teams that have validated their AI hiring systems with on-demand training for legal, HR, talent, and compliance professionals. Courses are built by the same attorneys, IO psychologists, and AI ethicists behind our validation work.





On-Demand
Start any course, anytime. No schedules, no travel.
Team Enrollments
Bulk seats and progress tracking for HR and legal teams.
CLE Credit Available
Approved for CLE credit in 15+ states for attorneys.
Trusted across the AI hiring ecosystem
