This design assumes a centrally governed operating model where autonomous workflows are orchestrated under strict policy control and human accountability. Ownership sits with a platform team, while execution is distributed across enterprise systems through controlled interfaces. Governance is enforced upfront and continuously, ensuring every action is auditable and reversible. AWS acts as the execution environment, anchored by AWS IAM Identity Center and Amazon Bedrock Guardrails to maintain identity discipline and responsible AI boundaries.