NTT DATA has launched a global offering dubbed “enterprise AI factories,” built on NVIDIA technology, aimed at helping large organizations transition from pilot AI projects to production-scale deployments. The model integrates infrastructure, software, and governance into a unified environment, reducing fragmentation across teams and technology stacks. Tailored configurations are available for industries such as healthcare and manufacturing, providing a repeatable, domain-specific approach to enterprise AI operations. This announcement underscores a growing trend toward standardized, scalable AI deployment frameworks that bridge the gap between experimentation and sustained operational use. The offering was unveiled on March 11, 2026.