AI Labs

Dispatches from our research lab — exploring how AI tools accelerate and elevate the creative pipeline in film, VFX, and motion design.

How We Trained a Rotoscoping Model on Marvel VFX Plates
AI Labs Jul 15, 2026 · 1 min

How We Trained a Rotoscoping Model on Marvel VFX Plates

Rotoscoping is one of the most labour-intensive tasks in VFX. We spent six months training a segmentation model…

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Generative Background Extension: A Practical Field Guide
AI Labs Jun 28, 2026 · 1 min

Generative Background Extension: A Practical Field Guide

On-location shoots rarely give you the frame you actually need. We built an inpainting pipeline that extends practical…

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Real-Time Motion Synthesis for Previsualization
AI Labs Jun 10, 2026 · 1 min

Real-Time Motion Synthesis for Previsualization

Previs has always been slow. We built a real-time motion synthesis tool that lets directors block entire sequences…

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Neural Style Transfer at Production Resolution: What Actually Works
AI Labs May 22, 2026 · 1 min

Neural Style Transfer at Production Resolution: What Actually Works

Style transfer is easy at 512px. At 4K, on a 90-minute feature, it is a completely different engineering…

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The Prompt as a Production Asset: Version-Controlling AI Workflows
AI Labs May 5, 2026 · 1 min

The Prompt as a Production Asset: Version-Controlling AI Workflows

When a prompt is part of your pipeline, it needs to be treated like code. Here is the…

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Inside Our AI-Assisted Colour Pipeline
AI Labs Apr 18, 2026 · 1 min

Inside Our AI-Assisted Colour Pipeline

Colour grading is still an art. But AI can handle the mechanical work — shot matching, temporal stabilisation…

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