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Free Research

Artificial Intelligence and Machine Learning: Edge AI

Price: Starting at USD 4,500
Publish Date: 29 Sep 2025
Code: MD-AIMLOD-103
Research Type: Market Data
Actionable Benefits

Actionable Benefits

  • Identify penetration of Artificial Intelligence (AI) on edge devices, gateways, and on-premises servers.
  • Understand how edge AI chipset shipments and revenue will grow by key verticals and regions.
  • Evaluate strategy based on relative growth of edge AI chipset architectures.
  • Educate internal and external stakeholders about the impact of AI on chipset shipments and revenue.
Research Highlights

Research Highlights

  • Forecasts for AI chipset shipments and revenue in the edge market from 2024 to 2031.
  • Detailed breakdowns by region, architecture, vertical, workload, and use case.
Critical Questions Answered

Critical Questions Answered

  • How will AI hardware be adopted in edge devices, gateways, and servers until 2031?
  • How will the AI chipset market for each device type and vertical develop going forward?
  • Which AI workloads will edge AI target?
  • How does this growth differ by region and chipset architecture?
  • Which chipset architecture will dominate edge AI by 2031?
Who Should Read This?

Who Should Read This?

  • Sales and marketing leaders in diverse markets affected by AI.
  • Investors gauging the potential for growth in the markets covered.
  • Strategists across the entire AI stack developing edge AI products and strategy.
  • Chipset vendors seeking greater insight into their market sizes and new growth areas.

Pivot Table Dataset

  • Edge AI Inference & Training Chipset Shipments

    8 Columns | 21504 Rows (172032 data points)

    Region: Asia-Pacific, Europe, North America, Rest of the World
    Workload: Inference, Training
    Use Case: All (Gateway), All (On-Prem Server), Audio and Sound Processing, Machine Vision, Others, Sensor Data Analysis
    Vertical: Agriculture, Automotive, Banking and Finance, Cellular Network, Healthcare, Manufacturing, Retail, Robot, Smart Building, Smart City, Smart Home, SUAS, Transport & Logistics, Utilities, Wearables, XR
    Location: Gateway, On Device AI, On-Premise Server
    Architecture: ASIC, CPU, FPGA, GPU
    Years: 2024 - 2031

  • Edge AI Inference & Training Chipset Revenue

    8 Columns | 21504 Rows (172032 data points)

    Region: Asia-Pacific, Europe, North America, Rest of the World
    Workload: Inference, Training
    Use Case: All (Gateway), All (On-Prem Server), Audio and Sound Processing, Machine Vision, Others, Sensor Data Analysis
    Vertical: Agriculture, Automotive, Banking and Finance, Cellular Network, Healthcare, Manufacturing, Retail, Robot, Smart Building, Smart City, Smart Home, SUAS, Transport & Logistics, Utilities, Wearables, XR
    Location: Gateway, On Device AI, On-Premise Server
    Architecture: ASIC, CPU, FPGA, GPU
    Years: 2024 - 2031

Tables

  1. Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Architecture, World Markets: 2024 to 2031
  2. Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Use Case, World Markets: 2024 to 2031
  3. Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Region, World Markets: 2024 to 2031
  4. Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Workload, World Markets: 2024 to 2031
  5. Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Vertical, World Markets: 2024 to 2031
  6. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Agriculture, World Markets: 2024 to 2031
  7. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Automotive, World Markets: 2024 to 2031
  8. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Banking and Finance, World Markets: 2024 to 2031
  9. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Cellular Network, World Markets: 2024 to 2031
  10. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Healthcare, World Markets: 2024 to 2031
  11. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Manufacturing, World Markets: 2024 to 2031
  12. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Retail, World Markets: 2024 to 2031
  13. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Robotics, World Markets: 2024 to 2031
  14. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Smart Building, World Markets: 2024 to 2031
  15. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Smart City, World Markets: 2024 to 2031
  16. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Smart Home, World Markets: 2024 to 2031
  17. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in sUAS, World Markets: 2024 to 2031
  18. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Transport & Logistics, World Markets: 2024 to 2031
  19. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Utilities, World Markets: 2024 to 2031
  20. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Wearables, World Markets: 2024 to 2031
  21. Total Shipments and Revenue of Edge AI Inference & Training Chipsets in XR, World Markets: 2024 to 2031