Spatial Event Stream

A Spatial Event Stream is a continuous feed of events tagged with locations and Spatials: entries and exits from zones, interactions with AR Spatials, robot path steps, sensor threshold crossings, and more. Treating these as a stream allows real-time monitoring, anomaly detection, and reactive Spatial prompts-like flashing a warning when occupancy exceeds capacity. Spatial event streams can also be replayed to reconstruct incidents or train world models. Platforms like Spatials.aiTM provide infrastructure to ingest, index, and process Spatial event streams, linking them back to the Spatial data layer so that every event is understood in context of the mapped environment where it occurred.