EPAM’s client, a leading oilfield services company, had a vision: leveraging predictive AI models and machine learning (ML) to optimize oil well productivity.
By corralling data from sensors, equipment documentation, and a digital twin, EPAM and Amazon Web Services (AWS) delivered a comprehensive ML-driven solution to detect and predict critical equipment conditions. The solution was further enhanced with GenAI-driven capabilities to prescribe possible resolutions to extend the equipment’s useful lifetime.