The Agentic Data Operations Platform (ADOP) uses Amazon Bedrock to automate the ETL lifecycle from Bronze to Gold layers. Specialized agents handle pipeline plumbing and inline compliance checks. This reference architecture reduces data source onboarding from weeks to hours. Engineers can now prioritize shipping data products over manual pipeline maintenance.