AI Act and HR: Compliance for German Employers
HR is ground zero for AI Act compliance. Employment AI is explicitly high-risk across multiple applications: recruitment, performance evaluation, promotion decisions, task allocation. When AI affects someone’s livelihood, the EU took notice.
For German employers, this intersects with some of the strongest worker protections in Europe.
Recruitment AI Is High-Risk
AI that screens CVs, ranks candidates, conducts automated interviews, or makes hiring recommendations is high-risk. Full stop. This includes applicant tracking systems with AI features, automated screening tools, and AI interview analysis.
Compliance requirements are comprehensive: risk management, training data governance, bias testing, transparency to candidates, human oversight for decisions, and ongoing monitoring.
Performance and Workforce AI
Beyond hiring, AI affecting employees is high-risk: performance evaluation systems, promotion algorithms, task allocation AI, termination risk scoring. Any AI that influences employment decisions needs full compliance treatment.
Emotion recognition in the workplace? Prohibited. Worker monitoring that creates psychological pressure? Problematic under German law.
Works Council Rights
Germany’s works council system creates additional requirements. Betriebsräte have codetermination rights for technical systems that monitor workers. AI introduction typically requires works council involvement. This isn’t just best practice—it’s law.
What This Means Practically
German employers need to audit all HR AI. Recruitment tools need full high-risk compliance. Performance systems need the same treatment. Works councils must be involved. The combination of AI Act, German labor law, and AGG creates a demanding compliance environment.
How Compound Law Helps
- HR AI inventory and classification
- Recruitment AI compliance frameworks
- Works council coordination
- Bias testing and documentation
- AGG and AI Act integration
Frequently Asked Questions
Is all recruitment AI high-risk? Yes. AI used for hiring decisions is explicitly listed as high-risk. CV screening, interview analysis, candidate ranking—all covered.
What about performance reviews? AI-assisted performance evaluation is high-risk. Human oversight and transparency are essential.
Do works councils have veto power? They have codetermination rights. Implementation without proper consultation can be blocked.
