This design assumes a centrally governed on-premises operating model where autonomous workflows are executed under strict policy control with human accountability embedded in critical decisions. Ownership is anchored within a platform team enforcing disciplined orchestration and controlled enterprise integrations. Consumption is regulated through orchestrated workflow entry points rather than direct system interaction. Execution is grounded in on-prem environments using Active Directory and ServiceNow CMDB to maintain identity discipline and governance continuity.