The AI system has detected and reported 1,200 cases to the National Center for Missing and Exploited Children this year.

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.