Creative Engine is the review and memory layer for AI-generated creative
AI agents can create the work. Creative Engine gets it approved.
Share AI-generated assets with clients, collect visual feedback in one place, and let your agent turn comments into the next revision — with every approval captured as reusable brand and canon memory.
Logo feels off-brand — can we use the warmer palette?
Client · 2:14 PM
Canon memory updated
Warm palette approved → saved to brand memory
The problem
The AI workflow breaks right after generation.
Generation is the easy part. Everything after it falls apart.
Outputs get dumped into Slack, email, or Telegram.
Clients give scattered feedback.
Revisions lose context.
Agents do not remember what was approved.
The next generation makes the same mistake again.
The loop
A review loop your agent can actually learn from.
Six steps, one compounding cycle. Every approval feeds memory, so each pass through the loop starts further ahead than the last.
- 1
Generate
Agent creates creative assets from your project context.
- 2
Share
Send a client-safe review link.
- 3
Comment
Client leaves visual feedback directly on the asset.
- 4
Revise
Agent turns comments into the next version.
- 5
Approve
Approved changes update brand/canon memory.
- 6
Reuse
Future work starts from what the client already approved.
back to Generate
Why it wins
Not another chatbot thread. A client-facing creative system.
Generation is the easy part. The system around it is what clients actually pay for.
A chatbot / agent
> hero image for the spring campaign, warm tones
Here's a first draft. Let me know what you think…
> more contrast, and the logo feels too small
Regenerated with higher contrast and a larger…
> wait, which version did the client see?
Creative Engine
Every draft is shared to a client-ready review space, every comment drives a revision, every approval becomes memory the next brief starts from — and the version that ships is never in question.
Use cases
Built for creative work that needs approval.
Anywhere AI output meets a client sign-off, the loop applies.
IP / character canon review
Keep every character detail consistent across generations.
Brand campaign assets
Lock brand rules in before campaigns ship.
Product imagery revisions
Route every retouch note straight to the agent.
Storyboards / pitch decks
Approve sequences frame by frame, in order.
Social and ad creative
High volume, fast turnaround, zero repeated notes.
3D / visual reference approvals
Sign off renders and references in one place.
Why we built it
Why we built Creative Engine
“Inspired by workflows where teams said: the agent drafts, humans approve.”
“Designed for the moment when AI output has to become client-facing work.”
Get started
Show clients the work. Let the agent handle the loop.
From AI draft to client-approved creative — with every comment captured as reusable memory.