Infrastructure for AI-enabled production
THE PROBLEM
A production studio wanted to adopt AI, but its infrastructure wasn't ready: render bottlenecks and an unclear technical path.
THE QUESTION
What infrastructure lets a creative studio adopt AI without breaking production?
THE SYSTEM
A capability assessment, an AI-adoption stack, and interfaces designed for render optimization, with technical architecture treated as a business enabler.
THE WORK
Infrastructure capability assessment, AI-adoption stack design, and interface design for render-optimization workflows.
THE RESULT
A viable, honest path to AI adoption grounded in the studio's real infrastructure.
THE LEARNING
AI adoption starts with infrastructure honesty, not with the model.
From a local operation to a regional enterprise