Tata Elxsi's case study documents how the company built IRIS, a real-time industrial safety platform on AWS that uses computer vision to detect unsafe conditions in manufacturing and warehouse environments.

The platform processes video at the edge using AWS IoT Greengrass and GPU-equipped servers, streams safety-relevant metadata through Amazon Kinesis Data Streams, and reduces cloud-bound frame volume by 70–80 percent through edge filtering.