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For AI-first studios producing commercial work in gaming, advertising, Film and TV, and architecture and design. Capture every artist's workflow. Find any past asset. Deliver to clients with provenance built in.
AI-first studios are doing the work big agencies talk about. You ship faster, iterate harder, and stay closer to the craft. The risk is that everything that makes your studio good lives in someone's head, in someone's folder structure, in someone's ComfyUI node graph.
When an artist leaves, the studio's memory leaves with them. When a client asks for the asset they remember from a pitch six months ago, no one can find it. When a regulator or insurer asks where an asset came from, the answer is a shrug.
Create a project collection for the brief and organize the deliverables inside it. Point artists at the studio's shared prompt library so they start from approved, reusable baselines.
Numonic doesn't ask anyone to change how they work. It changes what falls through the cracks afterwards. Here's what shifts for the four people on a studio project.
The EU AI Act Article 50 starts enforcing in August 2026. California SB 942 is live. Client contracts increasingly require provenance and IP indemnification clauses. Insurance partners covering creative work are adding AI exclusion riders that require evidence of governance practices.
Studios delivering commercial AI work to clients are exactly who these regulations and exclusions apply to. Numonic is the evidence layer.
The same asset leaves the building four different ways during a campaign. Studio teams configure the presets once, then pick from a dropdown on every export.
The studio's accumulated prompt library, brand baselines, and workflow templates are loaded into their workspace day one. Onboarding is no longer about teaching the brand voice in PDFs — it's about pointing them at three months of approved prompts and saying “start here.”
Or load your last 100 generations into a free workspace and see what falls out. Most studios recognize the workflow within minutes.