Creative GenerationAugments Human LaborVerified
Reviewed and published by trentmaziarz, March 18, 2026. Discovered and drafted by our automated research pipeline.
Ubisoft deployed an in-house AI tool called Ghostwriter, built by its La Forge R&D group, that generates draft lines of background NPC dialogue — known as 'barks' — for use by scriptwriters across its game productions. Writers review, edit, or discard the drafts rather than writing every variation from scratch.
Details
Open-world Ubisoft games can require thousands of barks — brief phrases NPCs say during combat, while the player walks by, or in response to in-game events — making the task highly repetitive. Ghostwriter takes a writer-defined character profile and situation as input and produces pairs of draft dialogue options as output; writers select which they prefer, and the tool's machine learning model learns from those choices over time. A companion back-end platform called Ernestine lets any Ubisoft production team train their own custom machine learning model within Ghostwriter, tailored to a specific game's tone, characters, and setting. Ghostwriter is integrated directly into Ubisoft's general narrative tool called Omen. The tool was announced in March 2023 and presented at GDC 2023; Ubisoft confirmed it was being adopted across productions, though which specific shipped titles have used it has not been publicly confirmed. The announcement drew public criticism from professional game writers who argued editing AI-generated text can be more time-consuming than writing original dialogue and raised concerns about longer-term effects on writing jobs.
Products affected
Unspecified Ubisoft titles
Sources & Evidence
News Article
Other practices by Ubisoft
ProductivityUbisoft operates La Forge, an internal AI research group that develops machine learning tools used across the game production pipeline. Confirmed tools include Clever-Commit (now Clever-Commit), an AI bug prediction system deployed on major AAA productions, and machine learning bots used for automated open-world gameplay testing. La Forge also published peer-reviewed research on AI for game balance testing, NPC navigation, and rendering.Customer SvcUbisoft launched an AI chatbot called Sam in 2018 through its Ubisoft Club mobile app, allowing players to type or speak questions about Ubisoft games and receive personalized answers, gameplay tips, and links to walkthroughs. Sam analyzed individual player stats and sent personalized notifications when players logged into supported games. The current status of Sam is unknown following the transition to the successor platform Ubisoft Connect.Data AnalysisUbisoft uses machine learning to automatically detect cheaters in Rainbow Six Siege by analyzing players' in-game behavior during matches. A system called MouseTrap specifically identifies console players who use keyboard-and-mouse input devices instead of a controller, while the Data Ban system flags players showing statistical patterns consistent with cheat software.
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