Should we use AI images in our product campaign?

AI images are a strong option for product campaigns when the brief needs highly specific scenes, rapid production or more visual variation than the budget can support through photography. Use them with human creative direction and clear governance, especially where realism, representation, trust or disclosure matter.

A 3D-rendered computer cooling fan with blue and orange lighting, featuring overlaid text reading

AI imagery works best where stock and photography cannot reach the brief

AI-generated images can make a product campaign more distinctive when the campaign needs a precise scenario that would be difficult to find in a stock library or expensive to produce through a shoot. Image-generation tools can create original, lifelike visuals from carefully directed prompts, giving creative teams more control over setting, industry context and visual detail.

The strongest use cases are campaigns with complex or hard-to-demonstrate subjects, including technical, healthcare or manufacturing themes. AI imagery can also help a campaign move quickly, because teams can develop and refine visual concepts in minutes rather than searching for suitable stock imagery. That flexibility makes it useful for smaller businesses and teams working to tight launch dates or limited production budgets.

AI imagery should serve a clear campaign idea rather than replace one. A strong concept, visual direction and brand identity still determine whether generated images feel credible and relevant.

Sources: Powered by imagination: how I’m making stock imagery creative with AI, The Prompt: Why brand matters more than ever in an AI world

Human judgement protects campaign credibility

AI-generated images need active human oversight because speed and visual realism do not guarantee accuracy, fairness or trust. Campaign teams should assess whether an image could mislead audiences, imitate a real person, reinforce bias or present a group in a way that is inappropriate for the brand and audience.

Real photography remains important when a campaign needs to show real people, genuine workplaces or communities that are already under-represented. AI systems learn from existing data and can reproduce biases in that data, making review particularly important when depicting minorities and people with disabilities. Transparency around AI-generated content is also critical, and the EU AI Act introduced a requirement to watermark AI-generated content in August 2024.

Use AI imagery as a creative production option, not only as a cost-cutting device. Brand trust depends on accountability for what a campaign presents and how it presents it.

Sources: Powered by imagination: how I’m making stock imagery creative with AI, The Prompt: Why brand matters more than ever in an AI world

AI images should expand a campaign idea, not weaken its human point of view

We believe AI-generated imagery belongs in product campaigns when it makes a clear creative idea more possible, more specific or faster to bring to market. The value is not generation for its own sake. It is the ability to create visual scenarios that conventional stock libraries cannot provide, while keeping a strong brand identity and human creative direction in control.

We have used Midjourney to create realistic visual scenarios for UST's AI services microsite, including difficult-to-demonstrate healthcare and manufacturing contexts. We have also built generative AI pipelines for G42 that enabled the production of more than 150 videos in days. Those projects reinforce our view that AI can increase creative range and speed, but imagination, editorial judgement and quality control remain essential.

Sources: Powered by imagination: how I’m making stock imagery creative with AI, We’re creating new experiences with AI – but we still need imagination, The Prompt: Why brand matters more than ever in an AI world

FAQs

When are AI-generated images a good fit for a product campaign?

AI-generated images are a good fit when a product campaign needs an unusual, highly tailored or difficult-to-source visual scenario. They can also help teams create campaign assets quickly when photography, illustration or stock imagery cannot meet the brief within the available time or budget. Human creative direction remains necessary to make the result coherent with the brand.

Can AI images replace product photography?

AI images should not automatically replace product photography, particularly when a campaign depends on authentic people, real settings or documentary credibility. Photography remains valuable for capturing real subjects, while AI imagery is useful for creating scenes that would otherwise be difficult or costly to produce. The right choice depends on what the campaign needs audiences to believe and feel.

What risks should a product campaign team check before using AI images?

A product campaign team should review AI images for misleading realism, misuse of likenesses, bias and unsuitable representation. Teams should take particular care when depicting minorities and people with disabilities, because generated images can reproduce bias from their training data. Transparency and applicable watermarking requirements should also be considered before publication.

Can AI images help us test different campaign creative?

AI images can make creative testing more practical by producing multiple visual scenarios quickly. That gives campaign teams more flexibility to develop variations for different audiences, markets or use cases before assessing which imagery performs best. The generated options still need creative review to ensure that each variation remains on-brand.

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