How Tata Elxsi detects industrial safety risks in seconds on AWS
Amazon Web Services Abhideep Rastogi
Tata Elxsi built IRIS, a real-time industrial safety platform on AWS that analyzes camera feeds at the edge, runs computer-vision models in the cloud, correlates detections, and triggers automated alerts. Its measured event-ingestion latency is under 200 milliseconds at p95. This shifts safety monitoring from recorded footage and 15–45 minute detections to continuous, near-real-time alerting without streaming raw video to the cloud.
Why it matters
Learn how Tata Elxsi built IRIS, a real-time industrial safety platform on AWS. IRIS filters camera video at the edge, streams metadata through Amazon Kinesis, runs computer vision on Amazon SageMaker AI, and correlates detections into high-confidence alerts, detecting unsafe conditions in seconds instead of minutes.