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Edge AI Hardware

  • Dan Mandell
  • Chris Rommel

Where Will the Next Wave of Edge AI Hardware Demand Emerge?

AI workloads are creating increasingly diverse requirements for compute performance, power efficiency, form factor, and acceleration. Understanding how those requirements vary across applications and deployment environments is critical to identifying where the market is headed and how to position for emerging opportunities.

VDC Strategy’s latest research provides a detailed view of the technologies, market segments, and competitive dynamics shaping embedded and edge AI hardware, including:

  • Processor and accelerator trends: How AI workloads and performance requirements are influencing processor architectures and integrated and attached acceleration
  • Market opportunities: How demand is developing across vertical markets, regions, customer segments, and hardware form factors
  • Hardware requirements: How compute performance, power efficiency, workload requirements, and deployment environments influence hardware selection
  • Competitive positioning: How leading suppliers are positioned across processors, computing modules, motherboards, single-board computers, and embedded/OEM systems and servers

Preview the Exhibits for an advanced look at VDC’s embedded and edge AI hardware research.

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About Mitch

Mitch Solomon

President

Email Mitch

Mitch has spent years supporting senior leaders of operational and industrial technology companies as well as private equity investors that participate in the space.  He is an active member of the Technology and Innovation Council at Graham Partners, a leading industrial technology focused private equity firm, and serves on the advisory boards of OptConnect (a top IoT connectivity provider) and DecisionPoint (a rapidly growing operational technology systems integrator).  Mitch has worked closely with a wide range of industrial technology clients on a diverse array of growth opportunities and challenges including applications of AI, c-suite recruiting, strategic planning, new market identification and entry, product strategy, competitive positioning, revenue retention, value proposition identification and messaging, sales strategy and execution, and board presentations. Mitch holds a BA from Northwestern University and an MBA from The Tuck School of Business at Dartmouth College.