- Challenge: Enhancing safety by predicting human behaviors and risks in a dynamic manufacturing environment.
- Solution: Implemented machine learning to integrate production metrics, employee data, historical incidents, and weather conditions, providing a comprehensive risk assessment and real-time alerts.
- Impact: Reduced incident frequency, improved workplace health and safety, and minimized insurance liabilities.
- Impact: With an accuracy of ~80% and Recall Rate of 40%, a prediction of 21 incidents out of 40 was made possible, enabling preventive action, enhancing the workplace health & safety and reducing insurance liability.
June 03, 2024