AI ecosystem
From Lakehouse to Intelligent Engine: Building a Multi-Agent AI Ecosystem on Databricks
# Building Edmunds Mind: Transforming Data Into Intelligent Action In **today’s enterprise environment**, having a large, unified [data lakehouse](https://www.databricks.com/product/data-lakehouse) is critical for activating data. With a lakehouse, organizations can transform a **passive repository** into a **dynamic intelligence engine** — anticipating needs, automating expertise, and enabling