AI governance shifts into contracts as companies face fragmented rules
Companies are increasingly embedding AI governance into commercial contracts rather than relying on policy manuals alone. Vendor agreements, customer contracts, procurement documents, and third-party arrangements now routinely include AI-specific clauses governing data use, model testing, audit rights, incident reporting, indemnification, and termination triggers tied to AI safety failures. Enterprises, their vendors, and customers are actively negotiating these terms, while state legislators, federal agencies, and regulators shape the underlying risk environment.