Humans govern. Agents execute.
One brain, many agents: Odin runs the whole studio
Lives in the client's world, sits in the call, remembers every decision and commitment, and turns the conversation into the brief. The Fabulate face clients meet, you'll see it next, in the kickoff.
Faces the build team, reasons over Slack + Scrum through Gist and, overnight, fixes bugs, scaffolds boilerplate and opens PRs for humans to merge.
One working context, fed bottoms-up.
Gist digests Slack, Scrum and docs into a single shared context every agent, and every person, pulls from. No one re-explains the state of play.
The client call becomes the brief, live
KFC Thailand
Muninn files items to Linear on “Propose to Linear.”
Multi-market “Dark” night-market concept naming KFC across Thailand raises paid-partnership disclosure and alcohol-adjacency considerations.
Budget stated ฿2.4M today vs ฿1.8M in the Jun 3 scoping call, reconcile before contracting.
“Confirm final budget” has no assigned owner, accountability and budget exposure.
From that brief to a campaign strategy
Own the late-night craving no one else is feeding.
Bangkok's 18–29s snack after midnight and share it. Competitors go quiet after 9pm, that's the window. "Double Down Dark" becomes the flavour-dare of the night shift.
Midnight Cravings
POV night-shift & study-session eats, shot dark & moody.
The Flavour Dare
Duet-bait "can you handle Dark?" challenge format.
Street Remix
Creators remix it into Bangkok street-food mashups.
Simulate six weeks of the campaign, before spending
- Pause the flagged creator's post; issue holding statement within 90 min.
- Amplify 3 positive counter-voices already in the shortlist.
- Swap the dare-CTA for the "street remix" pillar for 48h.
BrandSync watches the brand, competitors & share of voice, continuously
Find the creators who'll actually move it
An outreach agent works the whole shortlist
An agent negotiates, you approve the close
The concept, with AI reference cuts to shoot against
"Can You Handle the Dark?"
A midnight first-bite dare at a Bangkok night market. JJay unboxes the Double Down Dark under neon, takes the crunch, then dares the next creator, built for duets.
Auto-generated from the concept, the creator matches the good cuts' framing, pace and colour, and steers clear of the flagged mistakes. No long brief to read.
The brief, rendered: creator output
Then the AI polices its own output
The model was the question. Orchestration is the answer.
Model → orchestration
Any frontier model gets you a demo. Turning that into reliable, repeatable outcomes is an orchestration problem, data, tools and agents, composed and governed.
AI-native, not AI-added
Not AI bolted onto old workflows, the product, the company and the studio built agent-first. Harder to do, and far harder to copy.
Human-Agent Centered Design
50 rules across 9 categories, distilled from a Human-Agent Centered Design corpus, then operationalised as a live reviewer that Pass/Fails every screen against them. That's how we standardise design, using AI.