Enterprise AI Adoption Ceiling

Large enterprises are starting to reject or scale back vendor AI suites when those tools fail to reliably integrate with legacy systems and internal data — prompting vendors to lower sales quotas. Early adopter enthusiasm is colliding with practical engineering, governance, and trust problems that slow deployments. — If enterprise resistance persists, it will temper valuations of AI vendors, reshape cloud vendor competition, and force lawmakers and procurement officials to focus on integration standards, data portability, and verification requirements.