Blog/Exercising Caution When Using AI to Critique Creative Work

4th June 2026

Artificial intelligence has become an increasingly popular tool for reviewing and critiquing creative work. Whether it’s website design, branding, copywriting, photography, marketing strategy or graphic design, many clients are now pasting work into AI tools and asking for feedback before approving a project. While this can seem like a sensible way to gain an additional perspective, it is important to understand the limitations of AI-generated critique.

AI systems are designed to identify patterns based on vast amounts of training data. They can often provide useful observations about structure, readability, accessibility and general best practices. However, they do not possess genuine expertise, professional judgement or an understanding of the specific goals behind a project.

Creative work is rarely produced in a vacuum. A designer, writer or consultant will often make deliberate decisions based on a client’s audience, brand positioning, budget, technical constraints, market research or previous discussions. AI typically has no access to this context. As a result, it may criticise elements that were intentionally chosen for strategic reasons, or recommend changes that undermine the original objectives of the project.

Another challenge is that AI systems are often programmed to be helpful and responsive. This means they can generate confident-sounding critiques even when those critiques are based on incomplete information. Two different AI tools can review the same piece of work and produce entirely different recommendations, each presented with equal confidence.

There are also risks associated with using AI as a final arbiter of quality. Creative disciplines are inherently subjective. A design that is highly effective for one audience may be completely inappropriate for another. What works for a luxury brand may not work for a local charity, and what appeals to one demographic may fail to connect with another. AI cannot fully understand these nuances.

AI will also provide an infinite amount of amends, which can mean that – without discretion – your project could go on and on forever without ever reaching a conclusion, because a conclusion is never achievable. At some point you must use either your judgement or that of the creative to declare it complete!

This does not mean AI has no place in the review process. It can be a valuable tool for generating questions, identifying potential issues and encouraging discussion. However, its feedback should be treated as one viewpoint among many, rather than an authoritative judgement.

Ultimately, the most valuable feedback often comes from experienced professionals who understand the objectives, constraints and audience of a project. AI can contribute to that conversation, but it should not replace human expertise, professional collaboration or informed decision-making.