Agentic ETL applies an autonomous, goal-driven control loop to the extract-transform-load pattern specifically — an agent plans, executes, and repairs ETL jobs instead of only generating code for an engineer to run.

Nexla treats agentic ETL as one pattern among several an agent can operate — the same control loop that plans and repairs an ETL job also runs on ELT, reverse ETL, CDC, and streaming, all on Nexla’s converged integration engine.