Tech Week Singapore 2025

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From Governed Data to Conversational AI: The Semantic Bridge

09 Oct 2025
Data & AI Learning Workshop

The ultimate goal is Conversational AI—empowering anyone to ask questions of their data and get instant, trusted answers. But how do you bridge the gap between this vision and the reality of complex, raw data? This session charts the course. We’ll show how the journey begins with a foundation of Governed Data to ensure trust and security at scale. From there, we reveal how a Semantic Layer acts as the critical bridge, translating that data into clear business language. This is the crucial step that makes true Conversational AI possible, moving you from simple queries to intelligent, context-aware dialogues.

Speaker(s)
Vignesh Kumar, Data Analytics Sales Specialist - Google Cloud