AI Infrastructure Services

Accelerate your AI initiatives with our end-to-end AI infrastructure services. We help you build, manage and optimize hybrid cloud and on-premises environments with rich AI ecosystems.

Build secure, scalable and optimized AI infrastructure

Reliable infrastructure is the heart of AI initiatives, enabling efficient implementation, scaling and optimization while balancing costs, performance and sustainability. Our AI infrastructure services deliver high-performance computing, flexible storage and seamless connectivity for reliable AI ecosystems. This foundation also supports intelligent systems that automate processes and enable real-time action across hybrid environments. From strategy and design to management, we secure and optimize your hybrid cloud and on-premises environments - including edge AI, sovereign AI and private AI - for peak AI performance.

2026 Global AI Report: A Playbook for AI Leaders

Why AI strategy is your business strategy: The acceleration toward an AI-native state

Get the latest global insights on AI adoption, business impact and future trends. The 2026 Global AI Report delivers actionable intelligence from 2,567 C-suite and senior leaders across 35 markets and 15 industries. It’s your essential guide to how AI is redefining business models, reshaping industries, driving growth and transforming the workforce.

Get the playbook

Our Approach

We work with our clients to overcome implementation and scaling challenges to define and optimize their AI technology infrastructure.

Our AI infrastructure services help you configure the most suitable technology stack for your AI initiatives, combining reusability, security and cost-efficiency into the framework of every solution choice. To achieve your desired AI business outcomes, we advise you on the infrastructure and computing resources required, including the appropriate networking, hardware, software and connectivity to enable model training and inference, and data storage and serving.

We help you design a robust and scalable architecture to support current and future AI applications, the changing AI technology landscape and ever-evolving business objectives. This includes evaluating the use of generative and agentic AI resources to accelerate AI impact. In concert, we bring our data management expertise to support the establishment of a strong data governance policy, keeping data quality, integrity and accessibility in mind.

Our Research

45%

Of global organizations strongly agree their existing infrastructure is actively slowing AI adoption

96%

Of global organizations are considering relocating AI infrastructure due to geopolitical concerns

95%

Of global organizations say private/sovereign AI is a strategic imperative

Case Studies

Read how companies in various industries solved their challenges by partnering with NTT DATA.

Global beverage leader

Access to data and insights unlocks $10M in revenue

A global beverage brand leveraged the benefits of a data foundation built on Microsoft Azure for a new GenAI-powered solution.

Read the case study

Industry Recognition

* The ISG Provider Lens® Quadrant research series is the only service provider evaluation of its kind to combine empirical, data-driven research and market analysis with the real-world experience and observations of ISG's global advisory team. Enterprises will find a wealth of detailed data and market analysis to help guide their selection of appropriate sourcing partners, while ISG advisors use the reports to validate their own market knowledge and make recommendations to ISG's enterprise clients.
** Licensed extracts taken from Everest Group’s PEAK Matrix® Reports, may be used by third parties for use in their own marketing and promotional activities and collateral. Selected extracts from Everest Group’s PEAK Matrix® reports do not necessarily provide the full context of our research and analysis. All research and analysis conducted by Everest Group’s analysts and included in Everest Group’s PEAK Matrix® reports is independent and no organization has paid a fee to be featured or to influence their ranking. To access the complete research and to learn more about our methodology, please visit Everest Group PEAK Matrix® Reports.
*** IDC MarketScape vendor analysis model is designed to provide an overview of the competitive fitness of ICT suppliers in a given market. The research methodology utilizes a rigorous scoring methodology based on both qualitative and quantitative criteria that results in a single graphical illustration of each vendor’s position within a given market. The Capabilities score measures vendor product, go-to-market and business execution in the short-term. The Strategy score measures alignment of vendor strategies with customer requirements in a 3-5-year timeframe. Vendor market share is represented by the size of the icons.

Our Partners

NTT DATA has a robust partnership strategy for AI, forming alliances with major and emerging vendors globally to enhance our technological capabilities. We develop assets and accelerators on top of partner products, creating joint offerings and go-to-market programs to help our clients.