Agentic data pipelines are pipelines an AI agent plans, builds, runs, observes, and repairs within defined guardrails, rather than pipelines a human engineer configures and monitors end to end.

On Nexla, Express plans and builds these pipelines from plain-English requirements, Nexsets give agents governed data products to reason over, and MCP Studio exposes the results as task-specific tools — so agents operate pipelines with human oversight, not unrestricted access.