Contracts Are Becoming AI Governance Tools, Not Just Legal Paperwork
AI governance is migrating from internal policy frameworks into procurement and contract terms. Organizations buying or deploying AI systems—working through legal, procurement, compliance, and risk teams—are now embedding governance controls directly into vendor agreements. These contracts are no longer mere documentation of commercial relationships; they actively structure how AI systems are built, deployed, monitored, and constrained. The shift reflects a broader U.S. government move toward "regulation by contract," particularly visible in military AI procurement, where operational rules increasingly flow from bilateral vendor agreements rather than statutes or regulations.