Databricks CustomerLake: Agentic CDP in the Lakehouse

Source: CMSWire — editorial trade press
Published: June 16, 2026
Fetch: Tier-1 (primary, HTTP 200)

Product Overview

Databricks announced CustomerLake, an agentic Customer Data Platform built natively into the Databricks lakehouse. Consolidates customer data, AI models, and activation capabilities in a single governed environment rather than requiring separate CDP infrastructure.

Core Capabilities (vendor-asserted)

• Customer 360 Profiles: Unified customer records built directly in the lakehouse.
• Agentic Identity Resolution (AIR): Combines deterministic, probabilistic, and AI-driven identity matching.
• Profile Agents: Automate transformation of raw data into business-ready unified profiles.
• Campaign Agents: Build audiences, recommend actions, and activate across channels.
• Infinity Campaigns: Continuous, goal-driven engagement loops replacing traditional one-time batch campaign runs.
• Lakehouse Federation: Query data across Databricks, Snowflake, BigQuery, and other CDWs without duplication — enabling cross-cloud composable activation.

Availability

Currently in Private Preview. No general availability date announced. Early customers include HP, Circle K, AB InBev, and Getnet by Santander.

Ecosystem Integration

21 launch partners announced, spanning activation, identity, and advertising: Adobe, Braze, Bloomreach, Meta, and 17 others.

Market Context

Gartner prediction cited: "by 2030, 80% of net-new enterprise CDP deployments will be embedded in or composable with data platforms." CustomerLake is positioned as foundational infrastructure (lakehouse-native) rather than standalone software.

Relevance to KG

• vendor.databricks: Significant body update needed — CustomerLake expands Databricks from CDW+reverse-ETL into full agentic CDP. Private Preview status means claims should retain vendor-asserted qualifier.
• concept.composable-cdp: Validates the lakehouse-native composable CDP trajectory; Databricks adds AI-agent orchestration layer on top of existing Lakebase reverse ETL capability.
• concept.real-time-decisioning: Campaign Agents + Infinity Campaigns represent an agentic decisioning pattern within the lakehouse.
• Draft vendor.databricks update candidate to be scored by Technical Reviewer.