Maximizing ROI on Your AI Infrastructure

Topic : information technology | marketing technology martech

Published on Oct 8, 2025

Maximizing ROI on Your AI Infrastructure

Generative AI is the hottest topic in every corporate strategy meeting today - evaluating the market opportunities, outlining new business models, and looking for the right entry points and applications. With Large Language Models (LLMs) leading the way, the new AI race has started for enterprises in every market, and competition for greatest advantage is quickly ramping up. From our analyst perspective, a fundamental key to maximizing AI returns, especially at large scale, is deploying on a fully engineered AI infrastructure designed throughout for top performance, workload efficiency and operational reliability.

We recently interviewed HPC-scale AI experts from NVIDIA and DDN, collaborators in creating the world’s largest and best known high-end AI systems using NVIDIA GPUs, NVIDIA BlueField® DPUs and DDN A3I Storage to:

  • Find out about the latest large-scale AI trends and developments
  • Understand the practical impact and challenges on AI infrastructure and IT operations
  • Learn how newer solutions are helping maximize AI ROI

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