Models compose. Designers direct.

We build custom AI pipelines that turn briefs into films, ads, packaging mockups and websites — at the speed of culture, with the taste of a senior team.

Capabilities

What we build for clients.

Custom AI workflows

Stitched pipelines: brief → moodboard → asset → variant → ship.

Prompt engineering

Tuned prompt libraries that produce consistent, on-brand creative.

Always-on ad engines

Generative ad systems producing hundreds of variants weekly.

Model fine-tuning

Train on your archive so output looks like you, not the internet.

Variant orchestration

Auto-cut films, resize ads, localize copy across markets.

Creative QA

Designer-in-the-loop checkpoints. Nothing ships unreviewed.

Rough to final

AI proposes. We decide.

Kotson sleep visual, art-directed and finished to final quality

Kotson sleep visual as a raw AI draft, before art direction

AI draftArt-directed

Drag to compare · Kotson

The pipeline

Inside a typical run.

Brief

Strategy & voice

Moodboard

AI mood gen

Compose

Designer + model

Variants

Auto-orchestrated

Ship

Designer-approved

10×

faster

240+

variants / wk

loss of taste

Ready to scale your creative?

Talk to the lab