As enterprise interest in large language model (LLM) adoption continues to rise exponentially, the demand for robust generative AI (Gen AI) infrastructure is increasing due to diverse needs such as reduced power consumption, faster inferencing, affordable pricing, deployment flexibility, and specialized chips. This shift has prompted vendors to innovate, building and refining chip architectures for lower latency and enhanced energy efficiency. Additionally, they are creating comprehensive Gen AI development and workflow orchestration platforms and collaborating with service providers to offer industry and domain-specific customization for various enterprise requirements.
Avasant’s Generative AI Infrastructure Suite 2024 RadarView™ covers the supply-side trends. This report presents a comprehensive study of Gen AI infrastructure suite providers and closely examines the market leaders, innovators, disruptors, and challengers in this space. It also provides a view of key market trends and developments impacting the Gen AI infrastructure suite space.
Avasant evaluated 30 providers across three dimensions: product maturity, partner ecosystem, and investments and innovation. Of these 30 providers, we recognized six that brought the most value to the market over the past 12 months.
The report recognizes platform providers in four categories:
Figure 1 below from the full report illustrates these categories:
“Advancements in Gen AI are driving innovation in hardware, pushing for solutions that reduce power consumption and enhance sustainability,” noted Anupam Govil, managing partner at Avasant. “This shift is crucial as we balance the growing demand for compute-intensive tasks with the need for eco-friendly, high-speed processing.”
The reports provide several findings, including the following:
“As expensive chips remain inaccessible to many enterprises, renting GPUs and using decentralized networks will gain traction,” observed Chandrika Dutt, associate research director at Avasant. “This shift will spur a startup ecosystem focused on affordable semiconductor solutions, driving innovation and accessibility in the AI hardware space.”
The Generative AI Infrastructure Suite 2024 RadarView™  features detailed profiles of six hardware providers, along with an overview of their solutions, offerings, and experience in assisting enterprises in their responsible AI journeys.
This Research Byte is a brief overview of the Generative AI Infrastructure Suite 2024 RadarView‚Ñ¢. (Click for pricing.)
Avasant’s research and other publications are based on information from the best available sources and Avasant’s independent assessment and analysis at the time of publication. Avasant takes no responsibility and assumes no liability for any error/omission or the accuracy of information contained in its research publications. Avasant does not endorse any provider, product or service described in its RadarView™ publications or any other research publications that it makes available to its users, and does not advise users to select only those providers recognized in these publications. Avasant disclaims all warranties, expressed or implied, including any warranties of merchantability or fitness for a particular purpose. None of the graphics, descriptions, research, excerpts, samples or any other content provided in the report(s) or any of its research publications may be reprinted, reproduced, redistributed or used for any external commercial purpose without prior permission from Avasant, LLC. All rights are reserved by Avasant, LLC.
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