Designers were the bottleneck.
Prompt-only image generators give you a pretty render. They do not give you a 1080×1350 Meta ad, a 1280×720 YouTube bumper, or a 300×250 IAB banner with the brand logo placed inside the 5% safe zone. They miss brand DNA, format guardrails, and the 30+ ad layouts a real campaign needs. A human designer fills that gap, slowly, at $50–150 per asset.
We built the pipeline.
Atmosmotion ships 30 TypeScript engines and 12 Python sidecars. ComfyUI runs FLUX.2 4B fp8 for stills and Wan 2.2 14B MoE for 5-second motion. A native WebGPU compositor stacks shaders, type, and brand color at 60 fps. Brand DNA in, polished ad out — formats, safe zones, and brand tokens already locked.
Then we put it on MCP.
Claude, Cursor, and any OpenAI-Code-style agent can now call the pipeline directly. One MCP tool picks the brand kit. Another picks the surface. A third drafts the copy through atmos-rag against 3,855 chunks of copywriting and PPC research. Your agent ships the ad. You review the file path.