Private and sovereign AI
Orchestrating control at scale for autonomy, resilience and advantage
Choosing private and sovereign AI for competitive divergence
As AI adoption accelerates, data sovereignty, compliance and security have become strategic priorities. With private and sovereign AI, organizations can deploy and scale AI while maintaining full control over their data, models and infrastructure.
NTT DATA supports clients in designing, building and operating trusted AI environments that meet regulatory requirements, protect sensitive data and enable responsible innovation across industries.
2026 Global AI Report: A Playbook for Private and Sovereign AI
Choosing private and sovereign AI for competitive divergence
As AI adoption accelerates, data sovereignty, compliance and security have become strategic priorities. With private and sovereign AI, organizations can deploy and scale AI while maintaining full control over their data, models and infrastructure.
NTT DATA supports clients in designing, building and operating trusted AI environments that meet regulatory requirements, protect sensitive data and enable responsible innovation across industries.
Making strategic AI choices that last
Organizations need to balance cost, compliance and control while scaling AI. Discover how NTT DATA's full suite of sovereign services, help public and private sector organizations architect sovereign AI environments that turn regulatory requirements into strategic assets.
Our approach
Private and sovereign AI must balance cost, compliance and control to achieve secure, agile and flexible operations.
NTT DATA addresses these multifaceted challenges through a comprehensive approach that spans the entire AI value chain, from physical infrastructure through data management to business process transformation. Our unique positioning enables us to deliver not just advisory services or point solutions, but end-to-end AI architectures that drive real, measurable enterprise transformation.
Consulting excellence
We provide strategy and economics consulting, infrastructure architecture advisory, security and governance assessments, factory design and build, plus ongoing operations and optimization.
AI Factory
We scope and build NTT DATA’s AI Factory combining complete infrastructure ownership with advanced optimization technology and world-class operational excellence.
Full-stack infrastructure to business process
We address private and sovereignty requirements at every layer — from designing and operating sovereign data centers to delivering private AI factories and agentic enterprise tools optimized for AI workloads.
Hybrid architecture expertise
We design and implement hybrid architectures that blend public cloud with private environments, enabling organizations to reserve controlled domains for sensitive data while leveraging public cloud where appropriate.
NTT DATA AI Factory
Power your AI at scale with a secure, end-to-end platform for building and operationalizing enterprise AI. Move from stalled AI pilots to scalable, secure AI - operationalizing models with control, governance and real business impact.
Our approach
Private and sovereign AI must balance cost, compliance and control to achieve secure, agile and flexible operations.
NTT DATA addresses these multifaceted challenges through a comprehensive approach that spans the entire AI value chain, from physical infrastructure through data management to business process transformation. Our unique positioning enables us to deliver not just advisory services or point solutions, but end-to-end AI architectures that drive real, measurable enterprise transformation.
Consulting excellence
We provide strategy and economics consulting, infrastructure architecture advisory, security and governance assessments, factory design and build, plus ongoing operations and optimization.
AI Factory
We scope and build NTT DATA’s AI Factory combining complete infrastructure ownership with advanced optimization technology and world-class operational excellence.
Full-stack infrastructure to business process
We address private and sovereignty requirements at every layer — from designing and operating sovereign data centers to delivering private AI factories and agentic enterprise tools optimized for AI workloads.
Hybrid architecture expertise
We design and implement hybrid architectures that blend public cloud with private environments, enabling organizations to reserve controlled domains for sensitive data while leveraging public cloud where appropriate.
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Once AI and business strategies are aligned, the single most effective move is to pick one or two domains that deliver disproportionate value and redesign them end-to-end with AI.
”Case studies
Helmholtz Munich gears up for scientific computing and AI-based research
Industry recognition
Our partners
NTT DATA has a robust partnership strategy and startup ecosystem for AI. We leverage our expertise and strong relationships with hyperscalers to quickly build and execute solutions. We also develop deep knowledge of other key platform and tool vendors to bring a broad array of technology capabilities to each solution we build. This combination enables us to offer client-specific solutions that deliver business outcomes in rapid timeframes.