How Do Agentic Data Pipelines Work?

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April 30th

1 PM ET

Online Webinar

What You’ll Learn

Data pipelines shouldn’t just move data - they should think, adapt, and heal.

Eric Kavanagh

CEO

The Bloor Group

Sami Akbay

Founder
Dagen.ai

The first generation of data pipelines was built for humans. They moved data, broke often, and relied on engineers to fix them.


That world still exists - but it’s no longer enough.


Today, AI systems are first-class consumers of data, and the demands are exploding. Manually tuned, hand-patched pipelines can’t keep up with the scale, speed, and complexity of modern workloads.


A new paradigm is emerging:

Agentic Data Pipelines - dynamic systems powered by specialized AI agents that can adapt, scale, and even fix themselves.

  • Where LLMs fit into production data systems - and where they don’t
  • Why memory and guardrails separate demos from real-world deployments
  • How teams are moving from prompt to production in hours, not weeks

The Rise of Agentic Data Pipelines in the AI Era