Artificial Intelligence and Machine Learning: Edge AI
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
- 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
- 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?
- 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
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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
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Architecture, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Region, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Workload, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets by Vertical, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Agriculture, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Automotive, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Banking and Finance, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Cellular Network, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Healthcare, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Manufacturing, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Retail, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Robotics, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Smart Building, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Smart City, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Smart Home, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in sUAS, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Transport & Logistics, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Utilities, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in Wearables, World Markets: 2024 to 2031
- Total Shipments and Revenue of Edge AI Inference & Training Chipsets in XR, World Markets: 2024 to 2031
- 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
- Cellular Standards & Intellectual Property Rights
- 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