AI image methodology
A practical method for making AI visuals usable.
Fashion Labs treats image generation as a reviewable production workflow: reference the product, define the direction, create the options, and approve the useful results.
The method is more important than the prompt.
Strong output comes from clear inputs, a focused brief, appropriate model and product references, controlled iteration, and a human decision about what is safe and useful to publish.
- Reference quality
- Structured creative direction
- Product and identity controls
- Bounded iteration
- Human selection
- Transparent limitations
Questions about AI image methodology
Does a better prompt guarantee a perfect result?
No. Results can still vary. A clear reference, focused brief, suitable workflow, and careful review are more reliable than assuming a single prompt will solve every requirement.
Why is human review necessary?
Review helps identify inaccurate product details, altered packaging, poor composition, unsuitable claims, rights issues, and outputs that do not meet the intended channel.