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AI USE CASE
Brand-safe AI image & video generation
Produce on-brand campaign visuals at a fraction of agency cost.
What it is
Train a small adapter on your brand assets so generative image models produce visuals that match your colour, composition and style. Marketing creates lifestyle shots, product mockups and ad variants in hours instead of waiting weeks for a shoot. Cuts creative production cost by 50–70%.
Data you need
200+ existing brand visuals and clear brand guidelines.
Why it works
- Always have a human creative director approve final assets
- Maintain an internal asset library of approved generations
How this goes wrong
- Misrepresenting products (wrong shape, missing details)
- Generating likenesses of real people without consent
When NOT to do this
Avoid for hero product shots in regulated industries — accuracy matters more than speed.
Vendors to consider
This use case is part of a larger Data & AI catalog built from 50+ enterprise transformation programs. Take the free diagnostic to see how it ranks against your specific context.