Artificial Intelligence and Machine Learning: TinyML
Actionable Benefits
- Identify the market size (shipments and revenue) of Artificial Intelligence (AI) chipsets in Tiny Machine Learning (TinyML)/embedded devices through 2031.
- Understand how TinyML chipset shipments and revenue will grow by key regions and architectures, e.g., Neural Processing Units (NPUs).
- Evaluate strategy based on relative growth of key use cases, verticals and device types, and architectures.
Research Highlights
- Forecasts for AI chipset shipments and revenue in the TinyML market from 2024 to 2031.
- Detailed breakdowns by region, vertical, architecture, and use case.
Critical Questions Answered
- How significant will AI chipsets adoption be in embedded devices until 2031?
- How will the AI chipset market for each region develop going forward?
- Which AI use cases will these chipsets target?
- Which chipset architecture will dominate TinyML by 2031?
Who Should Read This?
- Chipset vendors seeking greater insight into their market sizes and new growth areas.
- Sales and marketing leaders in diverse markets impacted by AI.
- Investors gauging the potential for growth in TinyML.
- Strategists across the entire AI stack developing embedded products and marketing.
Pivot Table Dataset
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AI & ML Chipset Shipments
6 Columns | 8192 Rows (49152 data points)
Region: Asia-Pacific, Europe, North America, Rest of the World
Architecture: FPGA, MCU, NPU, ULP-CPU
Use Case: Audio and Sound Processing, Machine Vision, Others, Sensor Data Analysis
Vertical/Device: Agriculture, Automotive, Cellular Network, Healthcare, Manufacturing, Personal and Work Devices, Retail, Robot, Smart Building, Smart City, Smart Home, SUAS, Transport & Logistics, Utilities, Wearables, XR
Years: 2024 - 2031 -
AI & ML Chipset Revenue
6 Columns | 8192 Rows (49152 data points)
Region: Asia-Pacific, Europe, North America, Rest of the World
Architecture: FPGA, MCU, NPU, ULP-CPU
Use Case: Audio and Sound Processing, Machine Vision, Others, Sensor Data Analysis
Vertical/Device: Agriculture, Automotive, Cellular Network, Healthcare, Manufacturing, Personal and Work Devices, Retail, Robot, Smart Building, Smart City, Smart Home, SUAS, Transport & Logistics, Utilities, Wearables, XR
Years: 2024 - 2031
Tables
- Total Shipments and Revenue of TinyML Inference Chipsets by Architecture, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets by Region, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Chipsets by Vertical/Device, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Agriculture by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Agriculture by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Automotive by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Automotive by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Cellular Network by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Cellular Network by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Healthcare by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Healthcare by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Manufacturing by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Manufacturing by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Personal & Work Devices by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Personal & Work Devices by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Retail by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Retail by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Robot by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Robot by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in sUAS by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in sUAS by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Smart Buildings by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Smart Buildings by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Smart City by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Smart City by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Smart Homes by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Smart Homes by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Transport & Logistics by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Transport & Logistics by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Utilities by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Utilities by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in Wearables by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in Wearables by Use Case, World Markets: 2024 to 2031
- Total Shipments and Revenue of TinyML Inference Chipsets in XR by Architecture, World Markets: 2024 to 2031
- Total Shipments of TinyML Inference Chipsets in XR by Use Case, 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