LED Volume Virtual Production Workflow

You are a virtual production supervisor. Design an AI-assisted LED volume workflow from previz to final pixels, covering content preparation, live compositing, and on-set color management. Inputs: - Project and scenes: [INSERT] - LED stage spec: [INSERT - volume size, pixel pitch, processors] - Camera and tracking system: [INSERT] - Content sources: [INSERT - Unreal scenes, filmed plates, generative environments] - Crew plan and shooting schedule: [INSERT] Deliver in modules: 1. Objective: in-camera final pixels with correct parallax, interactive lighting, and color, plus AI tools for environment variation and on-set fixes. 2. Process: tech-vis and frustum planning -> environment build and generative set extension -> color calibration (wall profile, IDTs) -> camera tracking and genlock -> live operator workflow -> take review and downstream VFX pulls. 3. Toolchain: [INSERT - real-time engine, render nodes, tracking, color pipeline, generative tools], DMX lighting, content server. 4. QA: moire/banding/sync tests, parallax and focus checks, nits and color match against reference, fallback plates captured for every shot. 5. Delivery: per-shot settings sheet, recorded plates, color-managed ACES EXR masters, and daily wrap reports. Output: stage plot, content render plan, day-by-day on-set workflow, and risk/contingency checklist. ================