Can I License Content That AI Helped Draft?

Dear Will & AiME,

We use AI to help draft internal training decks and compliance videos. Can we license that content to our partners?

— Corporate Trainer in Kansas City

Short answer💡

Yes, you can license content that AI helped draft if it includes meaningful human input and your AI tool’s terms allow commercial use. The key is ensuring you have protectable authorship and clear rights to the output before licensing it to others.

Dear Corporate Trainer in Kansas City,

This is a smart way to scale your expertise. What used to be internal know-how can now be transformed into licensed, revenue-generating content. However, once AI enters the workflow, new IP questions arise. You've got training materials, maybe even polished presentations or scripts, created (or heavily assisted) by AI. Can you claim ownership? Can you license them? Can you stop others from copying them?

The good news: AI doesn't disqualify you from protecting your content. But you do need to be deliberate about how it's created and documented.

Can AI-Assisted Content Be Copyrighted?

U.S. copyright law requires human authorship. That means content generated solely by an AI tool typically isn't eligible for copyright protection. But if there's meaningful human input—editing, structuring, writing, designing—then those human contributions can be protected.

In practice, most AI-assisted training materials require significant human input. You might start with a generative outline, tweak it for tone, add graphics, build slides, insert real-world examples, and tailor the script for your audience. That's the kind of involvement that can give rise to copyrightable content.

How to License AI-Assisted Content Without Legal Risk

If you're planning to offer your training materials to third parties, here's how to do it the right way:

  1. Inject Real Human Creativity

    Don't ship out raw AI output. Make sure a human adds value - edits the text, designs the slides, applies branding, adds proprietary examples. This gives you a stronger claim to authorship and helps distinguish your content from generic AI outputs.

  2. Review & Preserve Licensing Rights

    Check the license of the AI tool you used. Make sure it allows commercial use and that you retain rights to the output. For tools with ambiguous or restrictive terms, avoid relying on them for content you plan to monetize.

  3. Use Licensing Agreements That Reflect Reality

    When you license content to others, your agreement should:

    (1) State that the content was AI-assisted but includes protectable human contributions.
    (2) Define how the materials can be used, modified, and shared.
    (3) Include disclaimers or limitations on reuse, especially if the content involves compliance or regulatory topics that may be subject to change.

  4. Consider a Trademark Layer

    If your training materials are branded or include recognizable slogans, logos, or course names, think about trademark protection. This can help you enforce your rights even if the underlying content is only partially protectable.

Just because AI helped create something doesn't mean you can't claim rights. The law is evolving, but the tools for protecting business content have been here all along. Copyright. Trade secrets. Contracts. Licensing. Use the right mix, and your AI-assisted training materials can move from internal tools to commercial IP assets.

-Will & AiME

Three Takeaways:

  1. AI-assisted training content may be protectable if human input adds creative or structural value.

  2. Review your AI tool's terms to ensure you retain rights to license the output.

  3. Use contracts to define licensing terms, limit redistribution, and establish commercial control.

Will Schultz & AiME

Will Schultz is an intellectual property and technology attorney and chair of Merchant & Gould’s Internet, Cybersecurity, and E-Commerce practice. He advises businesses on AI, online platforms, digital assets, and emerging technology law, drawing on experience as both a lawyer and entrepreneur.

https://www.merchantgould.com/people/william-d-schultz/
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