AI Compliance for Businesses That Aren’t Big Enough to Have a Compliance Department

“AI compliance” pulls about 2,400 searches a month, and almost everything written about it assumes you have a legal team and a Chief Compliance Officer. Most small businesses in Denver, Boulder, or Golden using AI tools have neither. That doesn’t mean compliance doesn’t apply to you. It means you need a version of it that one person can actually own. Start With What You’re Actually Regulated By “AI compliance” isn’t one thing. It’s whatever existing regulation already applies to your data, plus a new set of questions about how AI touches that data. A dental practice or med spa has HIPAA-adjacent obligations around patient information. A business handling payments has PCI concerns. Nearly everyone has some baseline obligation around how customer data gets stored and used. The mistake I see is treating “AI compliance” as a brand-new category requiring a brand-new framework, when for most small businesses it’s really: take the compliance obligations you already have, and ask whether your…