The Agentic Data Operations Platform (ADOP) uses Amazon Bedrock to automate the Bronze-Silver-Gold data lifecycle. Specialized agents handle ETL writing, quality checks, and semantic model updates. This reference architecture shifts data engineering from manual pipeline plumbing to rapid product shipping. Practitioners can now integrate compliance controls directly into the onboarding process.