10/23/2026
If your company has 30 to 100 employees, AI compliance gets weird.
There’s a number that keeps showing up in state AI laws: 50.
Below it, you often qualify for exemptions. But “often” is doing a lot of work there. Exemptions only protect you if you meet the conditions and can document that you do.
At 50, the obligations start stacking up:
→ Annual impact assessments
→ Notice to applicants when AI is part of the decision
→ A written risk management policy
Above that, you’re dealing with full deployer obligations, plus different rules depending on where your people live.
The Colorado AI Act gets most of the attention, but California, Illinois, New York, and Texas all have rules in play now.
For growing companies, the tricky part is that you can cross a threshold mid-year without noticing. One hiring push and you’re in a different tier.
A few things worth doing now, wherever you land:
- Know your current headcount tier, and when you’re likely to hit the next one
- List every AI tool that touches hiring, promotion, or performance decisions
- If you’re claiming an exemption, write down why you qualify
- Put an annual review on the calendar so compliance doesn’t hinge on someone remembering
If you’re not sure which side of the line you’re on, I’m offering free 30-minute compliance calls. Message me or book through the link in the comments.