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 and quality checks with automated workflows. This shifts data engineering from weeks of pipeline plumbing to hours of product delivery. Practitioners can now integrate compliance controls directly into onboarding.