The Agentic Data Operations Platform (ADOP) uses specialized AI agents to automate the ETL lifecycle from Bronze to Gold layers. Built on Amazon Bedrock, the reference architecture replaces manual pipeline plumbing with automated quality checks and inline compliance. Data engineers can now deploy new data sources in hours rather than weeks.