AI Hiring Tools Are Now a Compliance Conversation
Using AI to screen resumes, rank candidates, or analyze interviews used to be purely an efficiency decision. It's now also a legal one. A growing patchwork of laws in the U.S. and abroad regulates how employers can use automated tools in employment decisions—and the penalties for getting it wrong are real.
You don't need to be a lawyer to stay compliant, but you do need to understand the landscape.
Why Regulators Got Involved
AI hiring tools raise two core concerns for regulators: that they can perpetuate or amplify bias from historical hiring data, and that candidates often don't know an algorithm played a role in a decision about them. Most current and proposed regulation addresses one or both of these issues through disclosure requirements, bias audits, or both.
Key Regulations to Know
NYC Local Law 144
New York City requires employers using "automated employment decision tools" to:
- Conduct an independent bias audit at least annually
- Publish a summary of audit results publicly
- Notify candidates that an automated tool will be used
- Allow candidates to request an alternative process or accommodation
Illinois AI Video Interview Act
Illinois requires employers using AI to analyze video interviews to notify candidates in advance, explain how the AI works, obtain consent, and limit how the resulting data is shared.
EU AI Act
The EU AI Act classifies many employment-related AI tools as "high-risk," triggering requirements around risk management, data quality, transparency, human oversight, and documentation for employers operating in the EU.
State-Level Momentum in the U.S.
Colorado, California, and other states have advanced or passed their own AI employment regulations, often requiring impact assessments, disclosure to candidates, or both. Expect this list to keep growing—treat multi-state compliance as an ongoing project, not a one-time checklist.
Building a Compliant AI Hiring Process
1. Inventory Your AI Tools
Start with a clear list of every point in your hiring process where AI plays a role—resume screening, chatbot pre-screening, video interview analysis, candidate ranking, and scheduling assistants all count.
2. Understand What Each Tool Actually Does
For each tool, know what data it uses, what it's optimizing for, and what decision (or recommendation) it produces. If your vendor can't explain this clearly, that's a red flag.
3. Request Bias Audit Documentation from Vendors
Most reputable ATS and AI hiring vendors now provide bias audit results or third-party certifications. Ask for them, and factor this into vendor selection going forward.
4. Build Disclosure Into Your Candidate Communications
Wherever required, tell candidates when AI is used and what alternatives are available. Update your career site, application flow, and offer/rejection communications accordingly.
5. Keep a Human in the Loop
Across nearly every current and proposed regulation, human oversight of final decisions is treated as a mitigating factor. Never let an AI recommendation be the sole basis for a hiring decision.
6. Document Everything
Keep records of what tools you used, when, for which roles, and what human review occurred. If a complaint or audit request arises, documentation is your best protection.
What This Means for Your Vendor Relationships
Not every ATS or AI vendor takes compliance equally seriously. When evaluating tools, ask directly:
- Do you conduct independent bias audits, and will you share results?
- What data do you use to train or calibrate your models?
- Can our organization customize disclosure language for candidates?
- How do you support multi-jurisdiction compliance as regulations change?
The Bottom Line
AI hiring regulation is still evolving, and the specific rules will keep changing. The organizations best positioned to adapt are the ones that already have visibility into their AI tools, a habit of documenting their process, and a genuine commitment to keeping humans in the loop on hiring decisions—not just because it's required, but because it's good practice regardless of what the law says.
AcquireTM is built with human oversight and transparency at its core. Learn how we support compliant AI-assisted hiring.
