AI does not just hire people. It manages, disciplines, and deactivates them. AVAAS certifies that system.
Once someone is working, AI increasingly runs the relationship. It schedules them, scores their productivity, flags them for discipline, and in the gig economy, deactivates them. These decisions shape a person's income day to day, usually with no explanation. AVAAS certifies the system at the point it acts on a worker.
The decision point in workforce management
In workforce management, the AI acts when it assigns shifts, scores productivity, ranks workers, or recommends discipline and deactivation. The algorithm has become the boss.
When a model disciplines, suspends, or deactivates a worker, the worker increasingly has a right to human review and an explanation.
What keeps employers exposed
Your worker score is a consumer report
The CFPB has confirmed third-party worker-surveillance scores fall under FCRA, with the notice and accuracy duties that follow.
A worker challenges an automated deactivation
The EU Platform Work Directive requires human oversight and a right to contest automated suspensions and deactivations.
Automated management is being regulated
California's No Robo Bosses effort and the state ADMT rules signal that automated workforce decisions need human review and explanation.
Evidence the system manages workers lawfully
Can an automated discipline decision be explained?
AVAAS evaluates whether the system gives specific, accurate reasons that support human review and a worker right to contest.
Does the model disadvantage protected workers?
Five structurally independent validators test for demographic disparity using causal attribution.
Is the certified system the one managing workers?
Sealed deployment verification confirms the model in production is the one that was certified.
You get documented, third-party evidence that your workforce systems support the human oversight and explanation that worker-protection law increasingly requires.
Related AVAAS coverage: Employment & HR · Background & Consumer Reporting · California ADMT. Or run the free Regulation Checker to see what applies to you.
See where your workforce AI creates liability.
Tell us where AI schedules, scores, or disciplines workers, and we will scope an AVAAS certification to the exposure.
Ready to start now? Certify Your AI → or email [email protected]