Debdas Sen, Executive Director at Lummus Digital and CEO of TCG Digital, shares perspectives on how AI is shaping the future of energy and industrial operations. Featured in Chemical Today Magazine (March 2026), the interview highlights how AI-driven technologies enable refineries and plants to operate in a more predictive and insight-driven manner.

AI supports remote refinery management, early identification of potential disruptions, and improved optimization of throughput and margins. Combining deep process expertise with machine learning, generative AI, and large language models, solutions built on mcube™ convert operational data into actionable insights at scale.