The Agentic Data Operations Platform uses Amazon Bedrock to automate the Bronze-Silver-Gold data lifecycle. Specialized AI agents now handle ETL writing, quality checks, and semantic model updates. This reference architecture moves compliance from a final gate to an inline control. Data engineers can now ship products in hours instead of spending weeks on pipeline plumbing.