AI and Copyright: Who Owns AI-Generated Content?

AI-generated content is generally not protected by copyright unless a meaningful human creative choice underpins it. That sounds technical, but it has direct consequences for your business: a text, image, or piece of code produced purely by an AI model often cannot be protected against copying by others. At the same time, you run the risk that the same output imitates someone else's work.

This article explains how it works, what the risks are, and which practical agreements you can put in place. It is general information, not legal advice. Copyright around AI is also very much in flux, so for specific cases always seek advice from a lawyer.

Who actually owns AI content?

In the Netherlands and the rest of the EU, copyright applies to a work that is the result of a person's free, creative choices. That is the core point: copyright protects human creativity, not the product of a machine. If you create an image by typing a single sentence into an AI tool and clicking "generate," that human creative input is largely missing. As far as copyright goes, the result then likely falls into the public domain.

The practical consequence: if you hold no copyright on your AI output, it is hard to stop a competitor who copies the exact same image or text by relying on copyright. For a logo, a campaign image, or a distinctive piece of content, that is a real disadvantage.

Where exactly the line falls is not an exact science. The more of your own choices you make, the stronger your position. Entering one sentence and publishing whatever comes out yields almost no protection. But someone who generates dozens of versions, selects from them, adjusts the composition, rewrites the text, and shapes the whole toward a deliberate final result does add human creativity. For your business this means: the more important a piece of content is, the more of your own editing you want to put into it. Not only to make it better, but also to build rights on it.

The difference between ownership and usage rights

This is where a lot of confusion starts. The rights you do get to AI output usually come not from copyright, but from the terms of service of the AI tool. In that contract, the provider sets out who may use the output, whether commercial use is allowed, and which restrictions apply.

Some providers grant you all rights to the output in their terms. Others keep rights for themselves, limit commercial use to paid plans, or exclude certain applications. So "I am allowed to use it" and "I am the copyright holder" are two different things. Always read the terms of the tool you use, and keep the version that applied at the time of use.

If you want to dig into the wider legal framework, read our pillar on AI legislation in the Netherlands and the EU AI Act. It provides the overview into which this copyright question fits.

What risks do you run?

The biggest risk lies not in what you miss (copyright), but in what you accidentally infringe. AI models are trained on vast amounts of existing material. As a result, the output sometimes closely resembles, or even reproduces parts of, protected work created by others.

In practice, you can run into these situations:

• Imitation of training material. A generated text or image resembles an existing protected work so closely that using it amounts to infringement.
• "In the style of." If you ask for an image "in the style of" a living artist or a well-known brand, you come close to imitation, trademark infringement, or unfair competition.
• Code licenses. AI-generated code can resemble code that sits under a specific license. If you adopt it, you may be bound by license terms you were never aware of.
• Who carries the risk? In many cases the user, meaning your business, carries the risk, not the AI vendor. Providers often exclude most liability for infringement in their terms.

On top of that, the legal position has not yet settled. Between 2024 and 2026, several lawsuits are running over the training of AI on copyrighted work. Their outcomes could change the rules of the game. Be honest about that with yourself and your team: no one can offer full certainty right now.

If you want to understand how infringement and liability connect more broadly, read our article on AI risks and liability. It places copyright alongside the other risks your business runs.

How do you use AI content safely?

You do not have to avoid AI. A few level-headed agreements sharply reduce the risks while keeping the benefits. The common thread: use AI as a tool, not as a replacement for human judgment.

• Keep a human in the creative loop. Let AI produce a first draft and then edit it yourself with real choices: structure, tone, examples, what to cut and what to add. That creates human authorship, which makes it more likely you build copyright and take responsibility for the final result.
• Check the terms of service. Know, per tool, who owns the output and whether commercial use is allowed. Record this and repeat the check whenever a provider changes its terms.
• Do not imitate living artists or brands. Avoid prompts "in the style of" an existing creator, photographer, illustrator, or brand. Instead, describe the mood you want in your own words and use your own reference material.
• Check source and originality. Run a plagiarism check on important texts and a reverse-image search on images before you publish. For code, a license scan helps.
• Keep a record. Note which tool you used, with which prompt, when, and which human editing you did. That record is worth its weight in gold if a claim ever arises.
• Mind the AI Act. The EU AI Act introduces transparency and marking duties for AI-generated content, with a timeline adjusted by the 2026 Digital Omnibus. For the current timing around content marking, read our update on the delay via the Digital Omnibus and the explainer on the transparency requirements for businesses.

This time saving is only safe if the human editing step genuinely happens. Anyone who blindly publishes whatever a model produces saves time in the short term but increases risk in the long term. The editing step is therefore not a luxury, but precisely the step that earns you copyright and prevents infringement. That holds especially for images and marketing material: see also our article on AI for marketing and content, where we show how to put AI to work productively without losing creative control.

How do you set it in policy?

Loose agreements fade. That is why a short, internal AI content policy works best: one page everyone understands and that you update twice a year. A workable policy covers at least these points:

• Approved tools. Which AI tools may your team use, and on which plan (so that commercial use is covered)?
• The human step is mandatory. No AI output goes out without a person having edited and checked it.
• Forbidden prompts. No "in the style of" living creators or brands, and no confidential company data in public tools.
• Checks before publishing. Plagiarism check for text, image provenance for images, license check for code.
• Label where needed. Mark AI-generated content wherever the AI Act or your own transparency choice requires it.
• Record keeping. Keep the prompt, tool, date, and editing for content that matters commercially.

A one-page policy is enough to give your team a foothold and to prevent disputes after the fact. The nice part is that this same policy also helps you with other AI questions, from privacy to liability, because it enforces a fixed way of working.

Start with clear agreements

AI and copyright need not be a minefield. Remember the core: pure AI output usually enjoys no copyright, your usage rights come from the tool's terms, and the biggest risk is that you accidentally imitate someone else's work. With a human in the creative loop, a check on the terms, and a short internal policy, you get the most out of AI without unnecessary risk.

The law will keep moving in the coming years, so keep your policy alive and seek advice on important decisions. Want help drawing up a workable AI content policy or a broader AI approach for your organization? Our AI consulting helps you put AI to work responsibly and productively, tailored to your industry and risk profile.