gateEmploymentADM checks automated employment decisions, recruiting, evaluation, termination, for codetermination, freedom from discrimination, and human oversight. For recruiting, a critical violation leads to block. For termination, the same violation leads to MANDATORY_HUMAN_REVIEW, because a termination may never happen purely algorithmically.
Every row is a hard boolean check, not probabilistic scoring. A critical failure leads to block, a high severity failure to warn, everything else to pass.
| Reference | Checks | Severity |
|---|---|---|
| § 87 Abs. 1 Nr. 6 BetrVG | Works council codetermination on monitoring systems, bound at the collective level | critical |
| EU AI Act Anh. III Nr. 4, Art. 14 | Human oversight for high risk employment decisions | critical |
| AGG | No protected features or proxies without objective justification | critical |
| Kündigung, Sonderregel | Human confirmation before any termination, otherwise MANDATORY_HUMAN_REVIEW instead of block | critical |
| RL (EU) 2024/2831 | Human oversight for algorithmic management of platform work | high |
No example is hypothetical, each is an actual test case from the test suite report.