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Free Research

The State of Edge AI…and Takeaways from embedded world 2026

Price: Starting at USD 1,950
Publish Date: 27 Apr 2026
Code: PT-6043
Research Type: Presentation
Pages: 14
Actionable Benefits

Actionable Benefits

  • Identify successful edge Artificial Intelligence (AI) strategies.
  • Recommendations for edge AI silicon and hardware vendors.
  • Gain insight into the broad edge AI ecosystem. 
Research Highlights

Research Highlights

  • Broader opportunities and challenges for edge AI vendors.
  • A technical and commercial study of Google Research’s RISC-V-based Coral NPU.
  • Memory crunch analysis for edge AI vendors.
Critical Questions Answered

Critical Questions Answered

  • How do market developments reconcile with the strategies of established vendors?
  • How does embedded world 2026 compare with 2025 and how has the ecosystem developed?
  • What are standout vendors doing to differentiate?
Who Should Read This?

Who Should Read This?

  • Product and marketing executives at edge AI silicon vendors.
  • Investors assessing the edge AI market.
  • Strategists planning product roadmaps and Go-to-Market (GTM) strategies.

Companies Mentioned

Advantech
Intel Corporation
Synaptics Inc

Table of Contents

Overview: AI in Embedded Devices

embedded world: 2025 Versus 2026

Google Coral NPU—Anti-Fragmentation

Arm’s Role

Edge AI Chipset Forecasts

RISC-V in Edge AI

Memory Shortages

Workload Consolidation

Case Studies: Successful Strategies 

Recommendations

Companies Mentioned

  • Advantech
  • Intel Corporation
  • Synaptics Inc