ApplicationAI art direction · LED & DOOH
Art Director Studio
AI art direction for LED walls, DOOH, and anamorphic 3D: from a short brief to an editable three-layer specification with quality control.

The problem
For out-of-home studios, motion designers, and LED screen owners who must respect unusual ratios (4:1, 8:1), anamorphic geometry, and exact pixel sizes.
Capabilities
What this application includes
Editable three-layer art direction: story, lighting and materials, spatial composition
Anamorphic 3D solver for flat and corner LED walls
Measured pixel QA: brightness, burn-in, single-pixel detail, gradient banding
LED spec calculator: pixel canvas, pixel pitch, viewing distances
Upscaling to the exact display size, including 4:1 and 8:1 canvases
Full FA / EN interface with RTL / LTR layout
Why trust it
Built to be relied on
Fixed rules, not guesswork
Intake, knowledge selection, prompt compilation, and QA run on fixed code rules. AI is used only to write the three layers and to generate images.
Quality measured from real pixels
Every image is measured in the browser against LED-wall thresholds, at no AI cost.
A tested engine
Geometry, knowledge routing, quality control, and access control are covered by automated test suites.
Transparent running cost
Only analysis, generation, and upscaling cost anything: a full project (analysis, two images, one upscale) runs roughly $0.80 to $1.
Your keys and data stay yours
API keys stay on the server and never reach the browser. Projects are saved in your own browser and, optionally, your own Google Drive.
Mobile preview

Deployment model
Technical foundation
- Cloudflare Worker
- AWS Bedrock
- Durable Objects
- Demo Mode