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Ashish Chandra

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Partner and Head of AI
KPMG

Partner and Global Head of AI at KPMG

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Ashish Chandra

Data at Scale
June 17, 2026

The Line Between The Database And AI Memory Layer Is Getting Blurry. The Trick Is Making Sure Your Schemas Are Not Paying For It.

Are teams putting data in the wrong layer when it comes to AI? We spoke with KPMG's Head of AI and enterprise data engineers about what proper data and memory management looks like in practice.

Featured Artıcle

The database remains as a source of truth. The memory layer becomes a source of context. But most architectures don't draw that line clearly enough.

Ashish Chandra
Partner and Head of AI
KPMG
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