Are You Using AI for Hemp Compliance? Why That’s Risky, and What to Do Instead

Earlier this month my phone lit up with calls and emails from North Carolina clients about a “new law banning THCa hemp flower” that was supposedly taking effect on October 1, 2025. People were anxious. Several even sent screenshots of a webpage describing the “ban” and “stepped-up enforcement,” complete with specific details.

This caught me off-guard. Hemp compliance is what I do for a living. North Carolina is my home base, and arguably one of the most hemp-friendly states in the country. I track our legislature and agencies closely. The idea that a ban could pass without me knowing was unlikely, to say the least.

So I stopped everything and reviewed every single bill relating to hemp pending before the NC General Assembly. Nothing. Then I dug into the webpage my clients had found.

The “ban” that wasn’t: an AI hallucination

The entire thing was false. It was an AI-generated mash-up posted on an “AI Hemp Compliance” website. The compliance notice blended unrelated bills, tossed in references to NC’s newly formed Cannabis Council, and sprinkled in criminal statutes about marijuana (which, to be clear, North Carolina has not legalized for medical or adult use). The bottom line is that there is no new hemp law in North Carolina, no new hemp regulations, and the October 1, 2025 “effective date” was invented by AI.

Because THCa flower is a big market in NC, the rumor spread fast. I’ve spent much of the past month telling clients the same thing: there is no new ban on THCa in NC.

The problem with relying on AI for compliance

I’m pro-technology and I use AI for some tasks, including generating images for this blog. I used it earlier today to help create a questionnaire for a hemp business client who asked for assistance with asset planning and protection. My use of AI for this client saved him about an hour of billable time while ensuring that I covered all of the bases. AI tools have improved dramatically in the last few years and they can be very useful in certain situations. That being said, AI isn’t ready for prime time in hemp compliance. Here’s why:

Rapidly evolving law. Hemp statutes and rules change frequently at the federal, state, and local levels. “Static” AI answers age quickly.

Context and nuance matter. Hemp law is full of definitional traps (delta-9 vs. THCa, dry-weight vs. wet-weight, total THC vs. delta-9 THC). Small wording differences change outcomes and it is usually necessary to read the statutes and regulations in context, which AI often does not do or does so incorrectly.

Cross-domain knowledge is required. Good compliance advice often turns on botany, supply-chain realities, product forms, and political dynamics. These things are not neatly captured in statutes or press releases.

Source opacity. Many AI responses don’t cite current, primary sources. They sound confident while mixing outdated text with inapplicable jurisdictions. That’s how hallucinations become “news.”

 Where AI can help, and where it shouldn’t

 Helpful uses:

• Drafting first-pass memos, checklists, or SOPs for a lawyer to review.
• Summarizing long PDFs once you’ve confirmed the date and jurisdiction. (Although I’ve have AI hallucinate on PDF and document reviews.)
• Brainstorming questions to ask your lab, regulator, CPA, or attorney.

 Do not rely on AI for:

• Determining whether your current product is compliant in a particular state.
• Projecting effective dates or interpreting pending bills.
• Reading COAs or advising on labeling without a qualified review.

So what should hemp businesses do?

• Verify first, then act. Before you change product lines or packaging, confirm with primary sources (the actual statute, rule, bulletin, or signed bill).
• Use a lawyer as your filter. An experienced hemp attorney can spot jurisdictional mix-ups and interpret edge cases that AI misses.
• Treat AI as a tool, not an oracle. Let it help you organize questions and documents, but do not allow it to effectively make compliance decisions for your company.

I know some readers will see this article as self-interested, ie, “a human lawyer trying to slow the AI takeover.” I get the skepticism. There are legal tasks AI already does as well as or better than a lawyer, and that trend will continue. But if your goal is to stay compliant in a fast-moving, nuance-heavy area like hemp, outsourcing judgment to a chatbot or an AI website with no experienced human lawyer oversight is a recipe for disaster.

At the risk of further playing to the idea that this post is really about self-preservation, rather than alerting clients to the real risks of AI for hemp compliance, I’m going to plug our hemp compliance resources, all of which are prepared, reviewed, and analyzed by our expert team of experienced human hemp lawyers. We have a 50 State Hemp Product/THCa spreadsheet, a State by State Labeling Spreadsheet, a Labeling Guidance document, and we are about to release our new Hemp Product Business Licensing 50-State Overview (Your Quick Guide to Hemp Product Business Licensing Across the Country). Contact us if you want more information about any of these resources. 

Final word

Use AI to accelerate work, not to delegate judgment. In hemp compliance, the difference between those two can determine whether you keep selling a product, or pull it off the shelves based on a rumor generated by a confident-sounding machine.

October 22, 2025