Actionable insights into road safety performance for PTT

ERM recently completed an innovative advanced analytics project for PTT, a leading oil and gas company in South East Asia, in support of its ambition to leverage data science and analytics to drive predictive safety and improve performance.

As part of its retail operations, PTT invested in driver fatigue monitoring technologies such as advanced cameras and telemetry solutions to improve road safety. Despite these investments, driving-related fatalities and risks continue.

ERM has been analyzing multiple operational data sets to understand the real causes behind these incidents. Our team, with a combination of skills in machine learning, human factors and road safety expertise, has analyzed on-board vehicle telematics and in-cab camera data along with external weather data and route characteristics to develop an advanced analytics model, which can identify conditions leading to driver fatigue.

This model is now being refined with more operational variables to deploy it as an “Analytics to Action” model moving from a predictive model to accident prevention solution. For another client in India, ERM is working to develop a near-real-time driving risk data visualization dashboard to help drivers manage ongoing driving-related risks.