AI Hiring Tools: What German Companies Need to Know
AI hiring tools are high-risk. There’s no ambiguity here—the EU AI Act explicitly lists recruitment AI in Annex III. Resume screening, interview analysis, candidate matching—all of it faces the strictest regulatory requirements.
For German companies, works council requirements add another layer.
Why Hiring AI Is High-Risk
The reasoning is straightforward: hiring decisions significantly affect people’s lives. AI that influences who gets interviewed, who gets offers, who gets rejected—that’s consequential enough to warrant comprehensive oversight.
This includes resume screening software, video interview analysis, skills assessments, candidate ranking systems, and matching algorithms. If AI touches hiring decisions, assume it’s high-risk.
What High-Risk Means Practically
High-risk AI requires a risk management system, data governance protocols, technical documentation, and human oversight mechanisms. You need to identify potential biases, document how the system works, and ensure humans can override AI recommendations.
Conformity assessment may be required depending on your setup. This isn’t a check-the-box exercise—it requires genuine compliance architecture.
The German Wrinkle: Works Councils
The Betriebsrat has co-determination rights under §87 BetrVG for any technical system that monitors or affects employees. AI hiring tools clearly qualify. You cannot deploy these systems without works council agreement.
This means early engagement. Explain what the AI does, how it makes decisions, what data it uses. Expect detailed questions. A Betriebsvereinbarung (works agreement) is typically required.
Anti-Discrimination Is Non-Negotiable
The AGG (General Equal Treatment Act) applies to AI just like human decisions. If your AI discriminates based on protected characteristics, you’re liable. The burden of proof shifts to you if discrimination is alleged.
Regular bias testing isn’t just good practice—it’s legal protection.
How Compound Law Helps
- High-risk compliance assessment and roadmap
- Works council negotiation and Betriebsvereinbarung drafting
- Bias testing protocols and documentation
- Ongoing monitoring as requirements evolve
Frequently Asked Questions
Can we use AI hiring tools before August 2026? Yes, but start compliance preparation now. Earlier requirements like AI literacy are already taking effect.
What if our vendor provides the AI? You remain responsible as the deployer. Verify vendor compliance and get it in writing.
Does assistive AI count as high-risk? Yes. Even AI that “only assists” hiring decisions is high-risk under the AI Act’s explicit classification.
