"The first generation of data pipelines served humans. The next generation must serve both humans and machines."

An agentic pipeline is a data pipeline that knows why it exists, detects and repairs its own failures, and is orchestrated by AI agents that reason, act, and learn over time.

Three properties, together, define what makes a data pipeline truly agentic:
Intent-aware, self-healing, and AI-orchestrated. 

Every major shift in data engineering came from a change in how data was consumed. Agentic data pipelines are the next shift. For the first time, machines are first-class consumers: AI agents, LLMs, and RAG systems consume data at machine speed, in formats optimized for inference and they can't wait for a human to fix a broken pipeline.

Dagen.ai is the platform built for agentic data pipelines.

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