Eight times the creative output at a fraction of a cent per variant
A brand-safe generation pipeline producing thousands of on-brand ad variants daily, with human approval before anything publishes.
Where they started
AdMosaic's clients needed hundreds of creative variants per campaign across formats and locales. Manual production capped throughput and made smaller campaigns unprofitable.
What we did
- 1
Encoded each client's brand guidelines as structured constraints applied at generation time rather than checked afterwards.
- 2
Built a generation pipeline producing copy and layout variants across formats and locales simultaneously.
- 3
Added automated brand-safety screening plus a mandatory human approval gate before publication.
- 4
Optimised cost aggressively: prompt caching, batch processing and model right-sizing per task.
The outcome
Creative throughput rose eightfold at $0.004 per variant. Campaign sizes that were previously unprofitable became viable.
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Let's talk about what you're building
Tell us the problem. We'll tell you honestly whether AI is the right tool, and what it would take.