As Senior Director of Big Data and Machine Learning Products at Tripadvisor, Sanchit works at the intersection of data platforms, data products and AI. Drawing on that experience, this session explores how the context layer is evolving from passive documentation into an active part of the enterprise data ecosystem.
• Bringing metadata, semantics, business definitions and domain knowledge together
• Providing consistent context across data products, analytics and machine-learning use cases
• Helping AI assistants and agents interpret enterprise data more accurately
• Clarifying ownership and governance as context is reused across the organisation
• Designing context capabilities that evolve alongside products, platforms and consumers