Databricks-Native Customer 360
Build unified customer profiles directly on Databricks without data duplication or siloed copies.
Databricks CustomerLake
Category: Customer Data Platforms (CDP)
Company: Databricks
Explore alternatives to Databricks CustomerLake
Learn more about our scoring methodology
Databricks CustomerLake unifies customer data, resolves identities, and activates profiles for both B2B and B2C organizations. It provides scalable data engineering and AI-driven identity resolution to power analytics and omnichannel activation.
Target Market: Both
Key Features
AI-generated feature reference from web research · Generated 2026-06-18; citations identify available source support and do not independently verify every claim.
Agentic Journey Orchestration
Automate 1:1 customer journeys with agents that plan, prepare data, personalize, and measure campaigns.
Real-Time Profile API
Serve up-to-date customer attributes and enable real-time personalization and channel optimization via API.
Agentic Identity Resolution
Combine AI-driven learning with rule-based logic to automatically resolve identities and improve match accuracy.
Bidirectional Martech Connectors
Sync audiences and signals to and from martech, adtech, and CX systems directly from Databricks.
Third-Party Identity Hub
Enrich profiles using Databricks-managed integrations with identity graphs and external data providers.
Pre-Built and Custom Models
Apply built-in ML personalization models or serve custom models with real-time queries against profiles.
Marketer-Friendly Workspace
Provide non-technical marketers interfaces to build audiences, run campaigns, and explore insights without IT.
Website: https://www.databricks.com/product/customerlake-cdp
Frequently asked questions
What is Databricks CustomerLake?
Databricks CustomerLake unifies customer data, resolves identities, and activates profiles for both B2B and B2C organizations. It provides scalable data engineering and AI-driven identity resolution to power analytics and omnichannel activation.
What is Databricks CustomerLake known for?
Databricks CustomerLake is best known for Native CDP embedded within Databricks enabling seamless C360 and unified customer data on the lakehouse, Agentic, real-time identity resolution and audience activation directly powered by Databricks compute and governance and Built-in real-time personalization and marketer-friendly activation workflows tightly integrated with Databricks ecosystem. Its strongest capability coverage is in Audience builder (segmentation at scale) and Unified profiles (stitching, identity graph).
Who is Databricks CustomerLake for?
Databricks CustomerLake primarily serves both B2B and B2C teams.
Who makes Databricks CustomerLake?
Databricks CustomerLake is owned and operated by Databricks. See the company profile for leadership, milestones, and acquisitions.
How is Databricks CustomerLake evaluated?
Databricks CustomerLake is assessed across four dimensions — Innovation Index (30%), Organizational Strength (20%), Customer Mix (20%), and Vision Index (30%) — using documented evidence that is refreshed monthly. See the methodology page for the full scoring rules.
What are alternatives to Databricks CustomerLake?
The alternatives page lists sibling platforms in the Customer Data Platforms (CDP) category alongside Databricks CustomerLake, each with a full profile and side-by-side capability comparison so you can weigh the trade-offs for your use case.