Safety Incident Detection and Monitoring in Manufacturing

Computer vision and real-time monitoring identify safety violations and hazardous behaviors to prevent workplace accidents and ensure compliance

The challenge

A manufacturing facility struggled with workplace safety incidents and compliance violations across production floors, leading to injuries, regulatory fines, and operational disruptions. Manual safety audits prevented proactive risk identification and PPE compliance monitoring.

The solution

We implemented Computer Vision Safety Detection using Azure AI Vision to analyze real-time camera feeds and detect PPE violations, unsafe behaviors, and restricted area breaches. Databricks ML models enabled risk prediction, while PBI provided real-time safety alerts.

Measured impact

60%

Reduction in workplace safety incidents

85%

PPE compliance rate (vs. 65% baseline)

40%

Decrease in regulatory violations and fines