Sep 23, 2025 Research
TensorStream
Streaming inference for endless video
TensorStream processes video as an endless stream instead of fixed clips: constant memory, constant latency, no matter how long the camera runs.
It is the engine behind our always-on deployments.
Constant memory, infinite video
A recurrent state carries scene understanding forward frame by frame — memory usage stays flat from minute one to day thirty.
No clip boundaries
Events spanning arbitrary durations are tracked uniformly; there is no window to tune and no seam where tracks die.
From research to product
TensorStream graduated into the tracking stack behind the Multilook and Egocentric APIs.