Alex Merced 6/8/2026

Anatomy of an Agentic Lakehouse

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This article defines the 'agentic lakehouse' as a four-layer architecture—object storage, Iceberg table format, catalog (e.g., Apache Polaris), and semantic/agent interface—that ensures AI agents can discover, query, and write data reliably, audibly, and performantly. It details how each layer provides specific guarantees, from hot storage tiers for interactive queries to metadata pruning for fast answers, and offers practical guidance on namespace layout and storage choices.

Anatomy of an Agentic Lakehouse

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