AI infrastructure is cracking under sovereignty demands

AI deployments are moving into environments with tighter controls around data, infrastructure, and system operations. Organizations are building AI systems across multiple providers, platforms, and computing environments while managing governance, security, and compliance obligations within defined boundaries. NTT DATA’s 2026 Global AI Report A Playbook for Private and Sovereign AI examined these conditions in more than 2,500 organizations.