Atelier - Multi-model AI creative workspace

Digital marketing · Creative SaaS

Every model. One canvas.

A digital marketing agency was producing creative for dozens of clients across half a dozen disconnected AI tools. We built Atelier to bring every generative model onto a single canvas, where every iteration is tracked and nothing gets lost between exports.

Marketing agency
Multi-client campaigns
Image & video generation
Client's story

Dozens of clients. Many tools. Broken process.

A digital marketing agency was running creative for dozens of clients in parallel, image campaigns, video ads, social posts, brand mocks. Their team was bouncing between Midjourney, Runway, Sora, Flux, and a stack of other tools, exporting screenshots into Figma, downloading videos into Drive folders, and trying to remember which version of which prompt produced which asset. They came to us with a clear ask: bring it all into one place, and let us actually see the work evolve.

The challenge

Best models. Worst workflow.

Each new genAI model was a productivity gain in isolation and a workflow tax in aggregate. Designers couldn't iterate on a generation without leaving the tool, losing context, and starting over. There was no visual history of how a campaign visual got from prompt to final, just folders of orphaned exports. The agency needed full access to state-of-the-art models without the cost of constantly switching context, plus a way to make iteration itself the primary unit of work.

Our solution

One canvas. Every model. Full control.

We built Atelier as a multi-model creative workspace, an infinite canvas where the team can call any supported genAI model, drop the result anywhere, and keep generating from any node. Image-to-image, video-to-video, regenerate the same prompt on a different model, branch a campaign in three directions on the same board. Every step is visible, draggable, and reusable.

Multi-model access

Top-tier image and video models accessible from a single interface. Switch between them mid-iteration without leaving the canvas or losing state.

Infinite canvas workspace

Drop, drag, and connect generations on a free-form board. Branch campaigns, compare variations side-by-side, organise by client or concept.

Visual history & iteration

Every generation links back to its source. Continue working from any previous image or video, track the full evolution of an asset, and restore any earlier state.

Full model control

Every parameter that matters: aspect ratio, style strength, seed, motion, reference images. No black-box defaults; the same control a power user gets in each native tool.

The result

One canvas, every campaign.

The agency consolidated its entire creative AI workflow into a single environment. Designers stopped losing iterations between tools and started reusing them. Account managers can drop into a client's board and see the visual evolution of a campaign at a glance. What used to live across six tools and twenty Drive folders now lives on one canvas, organised the way the work actually flows.

Key outcomes
6+
AI tools into one workspace
1
Subscription replacing fragmented tool spend
3x
More creative variations shipped per brief
2x
Client campaigns handled per designer
Built with
Next.jsPostgreSQLS3Crew.AITypeScript
Project phase
  • MVP delivered
  • Full product built
  • Live — standalone SaaS

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