NTT DATA’s NVIDIA-Powered AI Factories Catalyze Production-Scale Enterprise Intelligence

Industry Insights from Next Move Strategy Consulting

As organizations seek to transition artificial intelligence from experimental stages to operational realities, NTT DATA has announced a strategic initiative to deliver enterprise AI factories. Built upon a full-stack NVIDIA infrastructure, this operating model is designed to unify data, workflows, and governance across cloud, data center, and edge environments, ensuring AI deployment at a global scale.

Bridging the Gap from Experimentation to Operational AI

For many enterprises, moving beyond isolated pilot projects has proven difficult. NTT DATA addresses this by providing a standardized and secure environment for adopting agentic AI. By combining NVIDIA’s GPU-accelerated computing and high-performance networking with the NVIDIA AI Enterprise software suite, the platform enables seamless model training and inference.

“By integrating NVIDIA technologies into our enterprise AI factories, we’re giving clients a powerful, standardized and secure environment to adopt agentic AI with measurable returns from the start,” says Abhijit Dubey, CEO of NTT DATA.

Key Capabilities at a Glance: Full-Stack AI Infrastructure, integrating GPU-accelerated compute and high-performance networking for scalable model training.  Advanced Software Integration, leveraging NVIDIA NeMo for agentic system management and NVIDIA NIM microservices for optimized, API-driven deployment.  End-to-End AI Lifecycle Management, providing an automated ecosystem that supports organizations moving from pilot projects to production-scale.  Global Partner Synergy, utilizing NTT DATA’s unique position across NVIDIA’s Solution Provider, Cloud Partner, and Global System Integrator tracks.

Delivering Measurable, Domain-Specific ROI

The enterprise AI factory model is already yielding results across diverse industrial sectors. In healthcare, a cancer research hospital is utilizing NVIDIA HGX platforms for radiology analysis and rapid model evaluation. In the automotive sector, a global supplier has reduced production setup times from months to days by employing GPU-as-a-Service.

Furthermore, advanced manufacturing is seeing a shift toward digital twins; a US-based company is currently using the platform to simulate next-generation battery production lines through 3D visualization and accelerated simulation.

Strategic Industry Alignment

As enterprises transition toward "agentic" systems—AI that can reason, act, and adapt—the need for high-performance control and compliance becomes paramount. Yutaka Sasaki, President and CEO of NTT DATA Group, emphasized that embedding NVIDIA technology into these factories provides the necessary performance and oversight for these intelligent platforms.

According to John Fanelli, Vice President of Enterprise Software at NVIDIA, NTT DATA’s offerings provide the specific solutions needed for businesses to "confidently achieve production-grade enterprise AI at scale."

NMSC Viewpoint

Next Move Strategy Consulting observes that the shift toward "AI Factories" represents a critical maturation of the market. While the previous year was defined by Artificial Intelligence experimentation, the current landscape demands "Agentic AI"—systems capable of reasoning and independent action within enterprise workflows. By consolidating NVIDIA’s full-stack hardware and software into a unified operating model, NTT DATA is effectively lowering the barrier to entry for production-grade AI. This modular approach allows businesses to bypass the complexities of fragmented infrastructure, focusing instead on domain-specific outcomes and accelerated ROI.

Redefining Enterprise AI Operations

With this launch, NTT DATA reinforces its role as a leading global integrator capable of delivering AI services from advisory to full-scale operations. By prioritizing automation, security, and measurable ROI, the enterprise AI factory signals a new era where artificial intelligence is a core, scalable component of the modern industrial landscape.

Source: Analytics India Mag 

Prepared by: Next Move Strategy Consulting