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Introducing CustomerLake – the agentic CDP built in Databricks

Databricks24 June 2026Watch on YouTube

Part of series

Ep. 11 · Databricks & Omnigent

Databricks-oprichters presenteren hun open-source agent-architectuur en toekomstvisie op AI.

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Description

Introducing CustomerLake: The agentic CDP CustomerLake brings core CDP capablities together to help marketing and data teams turn customer data into always-on, 1:1 experiences. With CustomerLake, Customer 360, identity resolution, audience building, campaign automation, activation, and personalization are all available in one platform. And with a shared, governed data foundation, marketers can deploy AI agents that help eliminate manual campaign and keep their focus on customers. Learn more about CustomerLake: https://www.databricks.com/blog/introducing-customerlake-agentic-cdp 00:00 — The impact of AI on the customer experience 02:28 — Why legacy marketing campaigns fall short 03:51 — The shift to Infitity Campaigns 06:41 — What's a CDP? 07:35 — The need for an Agentic CDP 08:55 — Introducing CustomerLake 15:53 — Demo: CustomerLake 21:07 — CustomerLake partners Presenters: Tasso Argyros, VP Engineering, Databricks

What you'll learn

  • CustomerLake is an agentic CDP that deploys AI agents to fully automate marketing campaigns and eliminate manual work
  • The platform combines Customer 360, identity resolution, audience building, campaign automation and personalization in one solution with a shared data foundation
  • AI agents enable marketers to focus on customers instead of repetitive tasks, enabling 1:1 personalization at scale
  • CustomerLake enables the transition from traditional marketing campaigns to 'Infinity Campaigns', an approach where customer interactions happen continuously

Frequently asked questions

What is the difference between a traditional CDP and an agentic CDP?
A traditional CDP helps marketers manually set up campaigns, while an agentic CDP deploys AI agents that automate this process and continuously run campaigns without manual intervention.
What are 'Infinity Campaigns' and how do they differ from traditional marketing campaigns?
Infinity Campaigns are continuous customer interactions rather than one-time, scheduled campaigns. They use AI agents to respond in real-time to customer behavior with personalized experiences.
What core functionalities does CustomerLake offer from a single platform?
CustomerLake offers Customer 360, identity resolution, audience building, campaign automation, activation and personalization, all supported by a shared and governed data foundation.
How does CustomerLake help marketers refocus on customers?
By having AI agents take over manual campaign tasks, marketers can focus on strategic customer relationships and creative aspects instead of operational processes.

Topics

ai agentscustomer data platformmarketing automationdatabricks