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Data Center News > Blog > AI > Enterprise AI factories are here and NTT DATA is building them with NVIDIA
AI

Enterprise AI factories are here and NTT DATA is building them with NVIDIA

Last updated: March 16, 2026 11:50 pm
Published March 16, 2026
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Enterprise AI factories are here and NTT DATA is building them with NVIDIA
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NTT DATA has introduced an initiative to ship NVIDIA-powered platforms designed to offer organisations a repeatable, production-ready mannequin for scaling AI.

The offering integrates NVIDIA’s GPU-accelerated computing and high-performance networking with NVIDIA AI Enterprise software program, together with NeMo and NIM Microservices, right into a full-stack agentic AI platform that may be deployed in cloud and edge environments. The structure covers the complete AI lifecycle of mannequin coaching and enterprise utility improvement inside a ruled framework.

Abhijit Dubey, CEO of NTT DATA mentioned there’s a change in how enterprises strategy AI deployment. “By integrating NVIDIA applied sciences into our enterprise AI factories, we’re giving shoppers a robust and safe setting to undertake agentic AI with measurable returns from the beginning.”

NTT DATA says the enterprise AI manufacturing unit mannequin addresses a niche that has stalled many AI programmes: the gap between a profitable pilot and a manufacturing system that runs. The platform is designed to standardise output and scale back the time and value of transferring from proof-of-concept to operational deployment.

Actual-world deployments

Three early-adopter circumstances give a clearer image of enterprise AI factories. A number one cancer-research hospital is utilizing NVIDIA HGX platforms, with NTT DATA and Dell, for superior radiology evaluation and speedy mannequin analysis to assist scientific analysis workflows.

In automotive manufacturing, a world provider has diminished manufacturing setup time by validating workloads on naked metallic earlier than scaling by means of an AI manufacturing unit structure on NVIDIA infrastructure. A 3rd deployment, in expertise manufacturing, includes a US-based firm utilizing NVIDIA-accelerated simulation and 3D visualisation to validate a next-generation battery manufacturing line earlier than bodily deployment.

See also  OpenAI ramps up enterprise support with a focus on security, control, and cost

NTT DATA is positioning enterprise AI factories as a domain-specific supply mannequin, with the NVIDIA stack serving because the frequent infrastructure beneath sector-by-sector customisation.

NeMo and NIM in an AI manufacturing unit stack

The technical integration includes of two NVIDIA elements. NVIDIA NeMo is a collection for constructing agentic AI techniques on GPU-accelerated infrastructure. NVIDIA NIM Microservices present pre-built, GPU-optimised containers with APIs for deploying AI functions. Collectively, they type what NTT DATA describes as a full-stack, production-ready AI agent platform.

NTT DATA additionally presents pre-qualified GenAI prototypes constructed on this stack, which it says reduces complexity and accelerates time to worth for shoppers constructing sector-specific functions.

John Fanelli, Vice President of Enterprise Software program at NVIDIA, mentioned: “Enterprises are actually looking for strong, scalable platforms that may efficiently transition their AI initiatives from pilot initiatives to full-scale manufacturing.” He mentioned NTT DATA’s AI manufacturing unit choices present shoppers with domain-specific options wanted to realize production-grade enterprise AI.

NTT DATA describes itself as the one international IT providers supplier lively in all three of NVIDIA’s associate tracks: Answer Supplier, Cloud Companion, and World System Integrator Companion Community.

The latest announcement comes as enterprises face rising strain to point out monetary returns on AI spending. Governance and domain-specific efficiency are actually the standards by which enterprise AI investments are judged, and the AI manufacturing unit mannequin is an try to make all three extra systematic.

See additionally: Bodily AI is having its second – and everybody needs a bit of it

Need to study extra about AI and large information from trade leaders? Take a look at AI & Big Data Expo happening in Amsterdam, California, and London. The great occasion is a part of TechEx and is co-located with different main expertise occasions, click on here for extra data.

See also  Michigan Senate Passes Bill for Data Center Tax Breaks

AI Information is powered by TechForge Media. Discover different upcoming enterprise expertise occasions and webinars here.

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TAGGED: Building, data, enterprise, Factories, NTT, Nvidia
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