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AI Paradigm Shifts and their Data Requirements

Below is from a presentation I delivered at the hub mapping AI paradigm shift's data requirements to Data. Data narrative is mostly about unification and organization.

What I am really happy about is Microsoft embracing Graphs in GenAI context within Fabric to be able to build better AI products.

What these shifts demand from Data slide

Agentic AI

  • Unify your Data
  • Organize your Data
  • Build data flywheels
  • Agent Memory

AI Assisted Coding

  • Unified SDK
  • Semantic Layer

AI Security & Governance

  • Unified Security Posture
  • Unified Policy & Risk
  • Lineage & Provenance

Microsoft Fabric Unifies your Data and Graph support organizes it by turning Data -> Knowledge.