Samir Sethi is the IM Best Practices & Productivity Lead within Shell's Enterprise Information Management team and a passionate advocate for helping organizations become information and AI-ready. He leads strategic initiatives that connect governance, technology, and business priorities, enabling teams to unlock greater value from information while building the foundations for the future of AI. With a background spanning Information Management, Portfolio Management, and digital transformation, Samir is committed to translating complex challenges into practical outcomes that improve decision-making, productivity, and business performance. Prateek Singh is the Engineering Supervisor for Enterprise Information Management in Data & Software Engineering at Shell. He has more than 10 years of experience managing unstructured data, and he is passionate about turning complex information management problems into simple, practical solutions.