AWS open-sources ADOP, a five-agent Bedrock reference architecture for Bronze-to-Gold data pipelines

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The Agentic Data Operations Platform, published August 2026, uses a Data Onboarding Agent orchestrator that spawns five specialists: Metadata (schema generation), Ontology (relationship inference), Quality (validation rules), ETL (transformation logic), and Orchestration (Airflow DAGs or Step Functions). It runs Claude Code through Amazon Bedrock using the Dynamic Workflow feature for sub-agent spawning. The framing is 'each new source is a prompt, not a project,' and the full reference implementation is on GitHub at aws-samples/sample-Agentic-Ai-Data-Operations. AWS gives no quantified cycle-time numbers, only a claim of significant reduction by Phase 3.