Lakehouse Research Base

Oct 21, 2026 · Big Data

Agentic Lakehouse: Rethinking Data Architecture for AI Agents

This article explores how lakehouse architecture must evolve to serve AI agents as first-class users, covering a four-layer reference architecture, Apache Fluss 1.0 capabilities for real-time and historical data access, secure query and write-back patterns, and practical troubleshooting for production deployments.