Build secure, scalable and optimized GenAI infrastructure
Reliable infrastructure is the heart of GenAI initiatives, enabling efficient implementation, scaling and optimization while balancing costs, performance and sustainability.
Our GenAI infrastructure services deliver high-performance computing, flexible storage and seamless connectivity for reliable GenAI ecosystems. From strategy and design to management, we ensure your hybrid cloud and on-premises environments — including edge AI and private AI — are secured and optimized for peak performance.
Our approach
We work with our clients to overcome implementation and scaling challenges to define and optimize their GenAI technology infrastructure.
Our GenAI infrastructure services help you configure the most suitable technology stack for your GenAI initiatives, combining reusability, security and cost-efficiency into the framework of every solution choice. To achieve your desired GenAI 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 both current and future GenAI applications, the changing GenAI technology landscape and ever-evolving business objectives. 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
52%
say GenAI and infrastructure strategies are not fully aligned
95%
say GenAI demands drive a cloud and network strategies review
90%
say legacy infrastructure is greatly affecting their GenAI ability
Case studies
Read how companies in various industries solved their challenges by partnering with NTT DATA.
Industry recognition
Our partners
NTT DATA has a robust partnership strategy for GenAI, 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.


Resource library
Explore our latest research, insights, guides and news on the most crucial topics in GenAI infrastructure services.