Start with a visual point of view
Before opening a generation tool, decide what the image needs to communicate. Write down the audience, the product’s role in the frame, the mood, and where the image will be used. These decisions give the work a direction that a long list of style words cannot provide.
For a campaign, define a small set of visual rules: a palette, lighting behavior, camera distance, materials, and the amount of negative space. The rules should leave room for variation while making the images recognizable as one family.
Treat the product as evidence
AI images can make objects look convincing while quietly changing their shape, label, or proportions. A useful review process checks the product against approved references at full size. If accuracy matters, use the real product asset or a controlled production method rather than relying on generation alone.
Build a series, then edit hard
A strong image in isolation is not necessarily a strong campaign. Compare the set in the formats where it will appear: a wide website hero, a vertical social frame, and a small card. Look for consistent light, color, and product scale. Remove the frames that do not belong, even if they are striking on their own.
Keep the workflow honest
Concepts should be labeled as concepts. Claims about a product or campaign result should come from verified source material. A clear production record also helps teams understand what was generated, what was retouched, and which assets are approved for use.
If you are planning a visual system for a launch, start a conversation about the brief and the formats it needs to cover.
