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
RELATED SERVICE:
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
- 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
- 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?
- 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
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
Related Insights
Edge AI Vendors Look to Stand Out from the Crowd by Pivoting from Platform to “Turnkey” Solution
Insight | 1Q 2025 | IN-7728
Bringing Intelligence to the Edge: Edge AI-as-a-Service to Accelerate Distributed Intelligence
Insight | 4Q 2023 | IN-7167
Related Research
Edge AI Hardware Landscape: Key Themes & Takeaways from embedded world 2025 and Beyond
Presentation | 2Q 2025 | PT-6029
RISC-V for Edge AI Applications
Report | 1Q 2024 | AN-6121
The Edge AI Ecosystem
Report | 2Q 2021 | AN-5334
- Competitive & Market Intelligence
- Executive & C-Suite
- Marketing
- Product Strategy
- Startup Leader & Founder
- Users & Implementers
Job Role
- Telco & Communications
- Hyperscalers
- Industrial & Manufacturing
- Semiconductor
- Supply Chain
- Industry & Trade Organizations
Industry
Services
Spotlights
5G, Cloud & Networks
- 5G Devices, Smartphones & Wearables
- 5G, 6G & Open RAN
- Cloud
- Enterprise Connectivity
- Space Technologies & Innovation
- Telco AI
AI & Robotics
Automotive
Bluetooth, Wi-Fi & Short Range Wireless
Cyber & Digital Security
- Citizen Digital Identity
- Digital Payment Technologies
- eSIM & SIM Solutions
- Quantum Safe Technologies
- Trusted Device Solutions