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Case study · Creative ops
Liminal Collective
AI production workflows for a creative collective
We built Liminal Collective a set of AI production workflows that take the grind out of asset creation, so the team ships more work in less time without losing their hand.
Outcomes
- Roughly 5× the creative output per artist, without growing the team.
- Cut average turnaround on a deliverable from 9 days to 3.
- Automated the repetitive 70% of production so artists focus on taste.
- Standardized 12 reusable workflows across the collective.
- Kept the collective's visual signature intact end to end.
200+assets shipped / month
3 daysavg. turnaround
Assets shipped per monthMonthly output as workflows came online.
Turnaround per deliverableDays from brief to delivered asset.
Time saved
The challenge
The collective was turning down work. Every project meant hours of repetitive production that didn't need a human, and the backlog kept the best people off the creative parts.
The solution
- Mapped the pipeline and isolated the repetitive 70% that didn't need a human.
- Built generative + automation workflows for the grind: variations, formats, cleanup, exports.
- Tuned everything to the collective's own style so output stays on-brand.
- Left the taste-level decisions with the artists, where they belong.
In their words
"We ship in days what used to take weeks, and it still looks like us."
Founder, Liminal Collective
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