Accountability by Design, Why Governance Cannot Stop at Deployment

Governance does not end when a system clears its predeployment review. Its data, assumptions, use, users, and operating environment continue to change. This paper introduces Accountability by Design as a lifecycle principle for verifying that systems remain within approved boundaries after deployment.