私有和主权人工智能：大规模协调控制，实现自主性、弹性和优势

Why NTT DATA is your end-to-endpartner for secure, controlled AI The rise of privateand sovereign AI For many organizations, AI strategy thus far has centered on scale,speed and model performance, based on the assumption that data But these strategies are now being challenged by issues that areas much geopolitical and regulatory as they are technical: wheredata is stored, who controls the intelligence layer, what happens In this context, a shift to private and sovereign AI is becoming astrategic imperative. Forward-thinking organizations are already Defining private and sovereign AI Private AI refers to AI systems deployed within anorganization’s own controlled environment, such as privatecloud or on-premises infrastructure, for data privacy, securityand access control. Sovereign AI goes a step further by New global NTT DATA research1confirms both the urgency of thisevolution and the opportunities it creates. Almost all organizations(95%) say sovereign or private AI is important to their AI strategy,yet fewer than half (47%) have full confidence they can meet data Three powerful, interconnected forces are accelerating the shift toward private and sovereign AI: 02 01 AI-driven requirements Regulation Geopolitical uncertainty In highly regulated industries such asbanking and healthcare, compliancerequirements are intensifying. InEurope, for example, frameworkssuch as the General Data ProtectionRegulation, the NIS2 Directive, theDigital Operational Resilience Act(DORA) and the EU AI Act are raising Rising global tensions are amplifyingthe need for assured control over dataand AI infrastructure. For public-sectorand defense organizations — wheresystems underpin national security,citizen data and public services — Effective AI adoption depends onwell-defined data boundaries,predictable processing environmentsand stringent access controls. At As private and sovereign AI environments emerge as a foundation forcompetitive advantage, NTT DATA is helping organizations to design,implement, operate and manage these environments — turning From strategic priorityto operational reality Organizations that view private and sovereign AI purely through a compliance lenscapture only a fraction of its potential. Sovereignty enables trusted AI deployment,faster innovation and sustainable competitive positioning. However, for many The primary constraint on scaling AI is now infrastructure,not the models themselves. Nearly all organizations(96%) report that legacy infrastructure is actively slowingAI adoption, and more than half (51%) cite integrationcomplexity in hybrid environments as a top concern when This complexity is amplified by industry-specific requirements: •Financial services:Regulations such as DORA demandthat institutions retain sufficient control to audit, modifyor terminate critical AI arrangements without operational •Manufacturing, automotive and defense:Sensitive IPand classified workloads must remain within enterprise •Critical infrastructure (energy, utilities and transportation):Resilience and the ability to isolate •Public sector and healthcare:Sovereignty extends toensuring states’ operational continuity and healthcareproviders’ clinical governance, with mandates that Control over computing, data and AI models is fast becomingas strategically significant as capital, supply chains or humantalent. Ultimately, a private or sovereign AI strategy is only as Balancing compliance, cost andcontrol without compromise Sovereignty should be understood not as a constraint but as a prerequisite forsustainable transformation. NTT DATA enables organizations to strike the right balance Addressing sovereignty frominfrastructure to intelligence Ecosystem orchestration and strategicpartnerships for innovation at scale A full-stack approach is essential to achieving end-to-endcontrol and resilience throughout the AI lifecycle, fromphysical data centers and AI infrastructure to platforms,models and security. This begins with our purpose-built datacenters, designed to meet the power, cooling and network We bring together best-of-breed, vendor-agnosticecosystems grounded in long-standing partnershipswith NVIDIA, Cisco, Dell, Mistral AI and hyperscalerssuch as Microsoft, Amazon Web Services and Google. Our ecosystem orchestration model also reinforcesstrategic independence. Multiprovider architecturesmitigate concentration risk and reduce organizations’reliance on any single supply chain — an increasingly These capabilities extend across industries to supportsensitive and domain-specific data needs: safeguardingpatient and genomic data in healthcare, protectingproprietary actuarial models in insurance, securing creative How NTT DATA’s Private and Sovereign AIservices support clients Our comprehensive private and sovereign AI capabilities spanthe full lifecycle, from strategy to ongoing operations: A hybrid approach balancingflexibility and control •Strategy and economics:Through global procur