The Agentic Data Operations Platform uses specialized AI agents to automate the Bronze-to-Gold data lifecycle. Built on Amazon Bedrock, the reference architecture replaces manual ETL writing and quality checks with agentic workflows. This shifts data engineering from weeks of pipeline plumbing to hours of product shipping. Practitioners can now apply compliance controls inline during onboarding.