This is the companion report to AI Processors Vertical Markets Survey. This report analyzes the survey results and discusses enterprises’ choices on AI adoption, training and inference, hardware architecture, and procurement.
The Analyst Team

Alexander Harrowell
Principal Analyst, Advanced Computing for AI
Alexander covers the market for semiconductors as it relates to AI and machine learning. This includes GPUs, dedicated AI ASICs and ASSPs, FPGAs, and future technologies, as well as companies such as Arm, NVIDIA, Cerebras Systems, Hailo, and Ambarella. He can help you with market forecasting, technology strategy, and positioning.
Starting as a journalist at Mobile Communications International magazine, Alexander has 17 years’ experience. Since joining Omdia in 2016, Alexander has covered technologies for small and medium enterprises, with a focus on mobile and, more recently, 5G for enterprises. He developed the Omdia Enterprise 5G Innovations Tracker to monitor the emerging enterprise 5G and CBRS ecosystem. He was the second employee of start-up consulting firm STL Partners, where he worked on mobile, open source, distributed computing, and the two-sided business model.
Further Reading
AI Processor Vertical Market Survey
Subscription Required
Survey / 24 Nov 2022 / Jonathan Cassell
Explores enterprise respondents' preferences and practices with AI and AI accelerator hardware, plus training, inference, cloud, on-premises, GPUs, ASICs, FPGAs, and channels, for 5 major world economies, 8 industries, and 4 job categories
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