Agnify

Agnify helps manufacturers and logistics operators understand what actually happens on the floor using the cameras they already have. Plants have PLC, MES and sensor data, but that only tells what the system recorded. Video shows the missing context: why a line stopped, what happened before a reject, whether a step was skipped, where product flow broke down. Agnify connects to existing camera feeds, runs computer vision and vision-language models on them, and turns the footage into live counts, utilization dashboards, quality checks, safety alerts and plain-English answers. Customers use Agnify for equipment utilization and staffing by station at a pipe plant, out-of-spec bottle detection on a dairy bottling line, and service-bay monitoring across a repair chain. Deployment takes weeks, not months, on-prem or in the cloud. Agnify is based in Austin, Texas, and was founded by Anton Slesarev, former CTO and co-founder of Avride (robotaxi service with Uber in Dallas, autonomous delivery robots) and former Head of Engineering at Yandex Self-Driving Group.