Capcom and Ubisoft Push Deeper Into Generative AI for Game Development

Ubisoft reportedly wants its mysterious Mother Brain initiative to bring generative AI technology across studios and games.

Generative AI is making waves in game development, with Capcom and Ubisoft taking very different approaches to the technology. While it looks like Capcom is embedding AI directly into its development tools, Ubisoft is reportedly working on a far larger company-wide effort. On October 2, Capcom held its Capcom Open Conference RE 2026, focusing on the future of its RE Engine and development technology.

 Capcom sees the effective integration of AI into the production process as a big step toward optimizing the creation of next games. It seems Capcom is looking at deeper integration, rather than just tacking on a chatbot or external AI tool to the engine. It seems that future plans incorporate making the RE Engine structure more accessible for conventional artificial intelligence systems to comprehend and utilize.

The approach described could enable artificial intelligence to comprehend the code and systems of games, automatically generate programming, do gameplay testing, identify defects, and possibly engage more directly in development. That could provide developers with another tool for handling repetitive testing and quality assurance tasks.

Capcom expects AI to be more than just another chatbot but will become a more advanced development tool.

One significant difference is that Capcom’s aspirations don’t seem to involve replacing creative developers with AI-generated images and content. Instead, the discussion is focused on how standard artificial intelligence can assist with technical development, testing, and other repetitious tasks.

For instance, hypothetically, artificial intelligence can do thousands of bug checks or gameplay testing at a far quicker speed than a human team. If it results in better-tested, less buggy games, without impinging on the artistic side of creation, it could be a good thing.

But there is still some reluctance to allow AI to do essential programming work. Companies love to show off impressive demos and benchmarks for their AI, but in practice, the reliability still leaves a lot to be desired, especially when you start putting the technology into large development environments.

Capcom’s approach seems to indicate that the firm wants to prepare for AI playing an increasingly big role in game production but also is seeing it as a tool rather than a full-on replacement for creators. Capcom’s size also makes it harder to overlook the study of technology.

Ubisoft seems to be going all in on its secretive Mother Brain program.

Ubisoft seems to be taking a much wider approach. According to a report from Insider Gaming, a trademark for something called “Mother Brain” was found within Ubisoft. Sources tell the outlet that it’s designed to be a global corporation that will bring generative AI into the company’s games.

Mother Brain appears to be an internal centerpiece of Ubisoft’s future, with the program expected to be a driving influence in gameplay innovation across a plethora of titles. The company is also said to be developing proprietary artificial intelligence technology and middleware for generative games.

The concept seems to be that they have a common platform for all of Ubisoft's studios, instead of every team trying totally different artificial intelligence systems. What this will mean for Ubisoft’s future games is yet to be seen. Ubisoft has dabbled in emerging technologies, like NFTs and other blockchain-related projects, but many of those haven’t gained much steam.

That history makes the company’s reported AI initiative especially interesting. Generative AI isn’t going away from game production anytime soon. As studios get more of a chance to try it out, the major question will be how much of that usage will be visible to fans and whether these tools do actually help production and aren’t simply another industry trend.

Currently, Capcom seems to be focusing on AI for technical development, whereas Ubisoft is supposedly working on a significantly bigger generative gameplay project. Both of these techniques may grow more popular as game studios look for ways to cope with the more complex development processes.