How do we keep AI-assisted visuals coherent?

Producing many images and producing images that belong to the same world are different tasks. Coherence starts with creative decisions made before tool selection.

Define visual rules

Set concrete boundaries for light, materials, colour relationships and framing. Replace “make it premium” with observable decisions such as soft side lighting, matte surfaces and generous negative space.

Separate exploration from selection

Use the first round to explore possibilities. In the next round, stay within the chosen direction. Reopening the aesthetic with every asset can weaken the campaign language.

Review the work together

Assess assets side by side, not only in isolation. Compare lighting, proportions and narrative. Resolve differences before the finishing stage.

Plan delivery formats early

Vertical video, wide imagery and small-screen crops need different compositions. Including those needs in production planning avoids forced crops at the end.

A strong workflow leaves room for exploration while protecting the boundaries of the selected direction.

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