Metadata to Knowledge Graphs: Mapping the Full AI Data Stack, with Sanjeev Mohan, Principal of SanjMo

Data foundations are the real bottleneck for agentic AI, and most teams are governing the wrong layer.

In this episode of AI Radicals, host Satyen Sangani talks with Sanjeev Mohan, industry analyst and author of Designing the AI-Driven Data Foundations, about why AI's biggest promises still rest on unglamorous data fundamentals, and why agents are breaking the old rules of governance.

Sanjeev walks through his layered model of metadata, semantics, context, ontology, and knowledge graphs, and the two dig into where data products fit in that stack. They debate whether governance belongs to…