This design assumes a control-plane-led operating model where orchestration ownership is centralised in Azure while execution is distributed across environments. Governance is enforced through identity-first access and policy discipline, ensuring consistent control across clouds. Consumption follows a placement-driven model where workload execution is determined by enterprise constraints rather than platform affinity. Azure provides the execution context, anchored through Microsoft Entra ID and Azure Policy to maintain identity integrity and governance consistency.