As part of Roblox’s open-source safety toolkit, Sentinel is an early-warning system designed to identify subtle, hard-to-detect communication patterns that could indicate potential grooming.

Among the tools Roblox has developed is an open-source AI model that analyzes audio clips to detect profanity, racism, bullying, sexting, and other disallowed content.