AI Image Generation in Business: Risks and Rules

AI image generation in business is legal and beneficial if a few clear rules are followed: a human reviews the result before publishing, no confidential or personal data is uploaded to the tool, third-party trademarks and known individuals are not copied, and applicable disclosure duties are assessed and images are labelled where required or useful to avoid misleading people. Tools such as Midjourney, DALL·E, Adobe Firefly, or Stable Diffusion allow you to prepare illustrations for social media, product visualisations, or presentations in minutes, but they also introduce copyright, trademark, and data protection risks that even small Lithuanian companies must consciously manage.

Image generation often seems "harmless" compared to AI text generation, so many managers pay no attention to it. The reality is the opposite: one carelessly created and published advertisement can trigger a copyright or trademark infringement claim faster than any internal document. Therefore, image generators must be subject to the same rules as ChatGPT, Copilot, or other AI tools.

How Does AI Image Generation Work and Where Is It Used in Business?

AI image generators are artificial intelligence systems that create a new image based on a text description (a "prompt"). The model is trained on millions of images available online, so it "understands" what, for example, a café interior or a product photo looks like and can create a similar but new image.

In Lithuanian micro-enterprises, AI images are most commonly used in the following areas:

• Social media content - illustrations for Facebook, Instagram, or LinkedIn posts when there is no budget for a professional photographer.
• Product and service visualisations - how a future product, a room after renovation, or a menu dish would look.
• Presentations and proposals - illustrations for slides or commercial offer covers.
• Website and blog graphics - header images, icons, backgrounds.
• Idea prototypes - rough drafts of logos, packaging, or designs before contacting a designer.

The tool is usually accessible via a browser or Discord (such as Midjourney), so an employee can start using it without the IT department’s knowledge. Precisely because of this accessibility, image generation often becomes "shadow AI" - used but not recorded anywhere. A typical example: a marketing specialist creates a personal Midjourney subscription, generates illustrations for the company’s posts, and management only finds out when a question arises about a specific image. This scenario is not a result of bad intent - it’s simply that no rules have been established.

What Are the Main Risks of AI Image Generation?

The main mistake is assuming that a generated image automatically belongs to the company and is safe to use. In reality, there are several risks, and they are of different natures.

It is particularly important to highlight the aspect of personal data. If you upload a client’s or employee’s photo to the generator, this already constitutes processing of personal data, which is subject to GDPR. Many free tools retain the right to use uploaded content for model training, so such actions can lead to data leakage. In practice, this means that "enhancing" or editing a real person’s photo with AI in a free plan can be a more serious issue than it seems - not only because of personality rights but also because the data leaves your control. These risks are very similar to those we discuss in the article on using ChatGPT in business - the principle is the same: what goes into an AI tool may not come out.

What Rules for AI Images Should a Micro-Enterprise Establish?

To ensure that Midjourney or any other generator in your company provides benefits without legal issues, a few clear and understandable rules for employees are sufficient. These should be written down, not left to "common sense".

1. Human review before publishing. No AI image is published or sent to a client until it has been reviewed by a responsible person. The review checks for third-party logos, distorted details, or misleading contexts.
2. Prohibited content. Clearly define what cannot be generated: competitors’ trademarks, depictions of celebrities, "copies" of existing employees or clients, misleading "real" photos.
3. Data limits. Do not include confidential information, photos of real people without consent, or trade secrets in prompts or uploaded files.
4. Labelling. AI-generated images should be labelled (e.g., "Illustration created using AI"), especially if they could be mistaken for a real photo.
5. Tool list. Only use approved generators whose terms of use have been reviewed by the company. A new tool must first be added to the register before it can be used.
6. Accountability. Assign a person responsible for compliance with these rules and resolving questions.

These rules naturally belong in the company’s AI Usage Policy - there is no need to create a separate document just for images; a dedicated section in the general policy is sufficient. The tools themselves should be listed in the AI Tools Register along with all other AI systems, so the company has a full overview and can demonstrate that AI use is managed consciously.

Does the EU AI Act Regulate AI Image Generation?

Yes, but not in the way often imagined. The EU AI Act (Regulation (EU) 2024/1689) generally does not classify image generation as high-risk - business illustrations are minimal or limited-risk use cases. However, two aspects are relevant even for micro-enterprises.

First - AI literacy under Article 4, applicable since 2 February 2025. Companies must take measures supporting the development of AI literacy among staff and other persons using AI on their behalf, including the capabilities, risks, context and effects of image generators. This means that a person creating an advertisement with Midjourney must understand the limits of copyright and data protection. AI literacy training and knowledge checks are one practical measure to implement this requirement, but they are not a universal legal mandate, nor do they guarantee a specific level of knowledge. We recommend documenting training and knowledge checks as evidence that measures have been taken. Supervision and enforcement of Article 4 begin in August 2026. The free path is for one signed-in participant; team training is included in the paid documentation package.

Second - transparency obligations under Article 50, applicable since 2 August 2026. In certain cases, artificially created or altered content (images, videos) must be labelled as AI-generated. For a small company, this is another reason to start labelling images as a habit now.

For more on what the Act actually requires and what it does not, read our article EU AI Act: Myths and Facts. In short, the Act’s goal is not to ban AI images but to ensure that people use them responsibly and are not misled.

Practical Checklist Before Publishing an AI Image

Before publishing an AI-generated image, go through these questions:

• Does the image contain third-party logos, trademarks, or recognisable third-party products?
• Does it replicate a specific artist’s style or a known work?
• Does it resemble a real, identifiable person?
• Have personal or confidential data been included in the prompt or uploaded files?
• Could the image be mistaken for a real photo in a misleading context?
• Have you checked that the tool’s licence allows commercial use in your plan?
• Has the image been reviewed by a responsible person?

If you can answer yes to all these questions, the risk is managed. This checklist also applies to other generative tools - the same review principles are used for text and code.

How to Organise Everything Without Expensive Consultations?

Managing AI images in a micro-enterprise does not require a lawyer or a separate project. You need three things: clear rules in the policy, tool entries in the register, and trained employees. All of this is part of broader EU AI Act compliance, which you can handle independently.

If you want to do this quickly and systematically, nebedirbam.lt automatically prepares a full set of compliance documents - an AI Usage Policy, a Tools Register, a compliance record, and an employee AI guide with training and knowledge checks - for a fixed €149 + VAT (€299) price without any human intervention (you can start here). The documents are generated from professionally reviewed templates; this document package is not legally mandated and does not guarantee legal compliance. If you just want to start with the basics, the free AI literacy training is sufficient for now. More topics can be found in the list of all articles, and the official regulation text is available on the EUR-Lex portal (Regulation (EU) 2024/1689).

This article’s legal references are based on official EU AI Act information: AI Act Service Desk - Article 4 and EU AI Regulatory Framework.