Bandai Namco Studios uses an in-house AI-powered super-resolution system, developed by its Innotech research and development team, to upscale in-game graphics quality. The system has been tested or actively used in more than 20 game projects across the studio.

The super-resolution system was developed by a machine learning engineer on the Innotech team using computer vision techniques. It takes lower-resolution game imagery as input and produces higher-quality upscaled output, allowing games to look better without proportionally increasing the computational cost of rendering high-resolution assets from scratch. The Innotech team also applies machine learning to speed up particle systems for real-time fluid simulation. These tools are embedded directly into game production pipelines alongside game teams.