The Agentic Data Operations Platform (ADOP) 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. Data engineers shift from pipeline plumbing to shipping products while moving compliance controls to the onboarding stage.