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 automated workflows. Data engineers can now ship products in hours rather than weeks. This shifts compliance from a final gate to an inline control.