Computing for Edge AI 2026

Edge AI represents the next phase of AI infrastructure scaling by distributing intelligence across billions of near-application devices, complementing the centralized cloud. Edge AI systems require a new generation of processors, accelerators, memory, and connectivity solutions, tightly optimized through hardware–software co-design. This report analyzes the Edge AI computing landscape, quantifies market and technology trends, and assesses implications for semiconductor suppliers.