Embedded & Edge AI Hardware Executive Brief

Dan Mandell, Director, and Chris Rommel, EVP

The embedded and edge AI hardware market is entering a phase of unprecedented growth, creating new opportunities and competitive pressures for technology leaders worldwide. This rapid expansion is transforming product strategies, reshaping supply chains, and redefining the competitive landscape. Industry leaders including AMD, Intel, NVIDIA, and Qualcomm are advancing in performance, integration, and vertical specialization, while innovative challengers are capturing share with disruptive architectures and AI-optimized designs.

This report delivers in-depth market analysis for embedded AI processors, AI accelerators, computing modules, motherboards, single-board computers, and integrated systems.