Wonder Dynamics (acquired by Autodesk) develops AI tools that automate the integration of CG characters into live action scenes. Its flagship product analyzes single camera footage to capture motion and lighting, automatically compositing 3D characters into the shot. This technology democratizes high end visual effects, allowing independent filmmakers to achieve blockbuster quality results without complex motion capture setups. The software architecture reduces time-to-market for digital products, improving capital efficiency in the creative and engineering sectors.