Overview:
This report evaluates leading market players across the AI chipsets ecosystem, technology strategies, and solution plans. This includes leveraging AI chipsets for support of various emerging and disintermediating technology areas such as edge computing, 5G, and blockchain systems. Additional areas addressed include AI support of emerging computing technologies including edge platforms and servers.
This report also assesses applications and service support scenarios for AI chipsets across almost all major industry verticals. The report provides forecasts for AI chipset hardware, embedded software, professional service, deployment platforms, and applications for every major industry vertical as well as regional and country forecasts for 2023 to 2028. The report also provides exclusive recommendations for stakeholders within the AI chipsets ecosystem.
Select Report Findings:
- More than 88% of global chipsets will be AI-equipped
- United States will generate over $18 billion USD by 2028
- Embedded AI in IoT "Things" is the fastest growing platform area
- IoT will represent over 88% of the entire AI chipsets market by 2028
- Combination of AI and IoT (AIoT) will drive significant chipset innovation
- Edge Computing, Blockchain, and Data Analytics will be near-term drivers
- Top 20 vendors comprise greater than 95% of the entire AI chipsets market
The AI chipset marketplace is poised to transform the entire embedded system ecosystem with a multitude of AI capabilities such as deep machine learning, image detection, and many others. With 88% of all chipsets globally shipping AI-equipped, over 62% of all electronics will have some form of embedded intelligence by 2028. This will also be transformational for existing critical business functions such as identity management, authentication, and cybersecurity.
Multi-processor AI chipsets learn from the environment, users, and machines to uncover hidden patterns among data, predict actionable insights and perform actions based on specific situations. AI chipsets will become an integral part of both AI software/systems as well as critical support of any data-intensive operation as they drastically improve processing for various functions as well as enhance overall computing performance. This will be a boon for many aspects of ICT ranging from decision support and data analytics to product safety and system optimization.
Consumers will realize benefits indirectly through improved product and service performance such as device and cloud-based gaming. Enterprise and industrial users will benefit through general improvements in automated decision-making, especially in the areas of robotic process automation, decision support systems, and overall data management. AI chipsets will be particularly useful for business edge equipment for real-time data analytics and store versus processing decisions.
Companies in Report:
- Adapteva Inc.
- Advanced Micro Devices Inc.
- AIBrain Inc.
- Alibaba Group
- Almotive
- Alphabet (Google)
- Amazon Inc.
- Analog Devices Inc.
- AnotherBrain
- Apple Inc.
- Applied Materials Inc.
- Baidu Inc.
- Barefoot Networks
- Bitmain Technologies Inc.
- BrainChip Holdings
- Broadcom Corporation
- Cadence Design Systems Inc.
- Cambricon Technologies Corporation Limited
- Cerebras Systems
- Chipintelli
- Cypress Semiconductor Corp
- DeePhi Tech
- Dell EMC
- Facebook
- Fujitsu Ltd.
- General Vision Inc.
- Graphcore
- Groq
- Gyrfalcon Technology Inc.
- Habana
- Horizon Robotics
- HPE
- Huawei Technologies Co. Ltd.
- IBM Corporation
- Imagination Technologies Limited
- Inbenta Technologies Inc.
- Integrated Device Technology Inc.
- Intel Corporation
- Kalray
- Kneron
- Knuedge Inc.
- Koniku
- KRTKL Inc.
- LG Corporation
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- Marvell Technology Group Ltd.
- MediaTek Inc.
- Megvii
- Mellanox Technologies
- Microchip Technology Inc.
- Micron Technology
- Microsoft Corporation
- Mythic
- NEC Corporation
- Nervana Systems
- Nokia
- NovuMind
- Numenta Inc.
- NVIDIA Corporation
- NXP Semiconductors N.V.
- Qualcomm Incorporated
- Renesas Electronics Corporation
- Rockchip
- Rohm Semiconductor
- SambaNova Systems
- Samsung Electronics Co Ltd.
- Semtech Corporation
- SenseTime
- Sentient Technologies Holdings Limited
- Shanghai Think-Force Electronic Technology Co. Ltd.
- SK Hynix Inc.
- SK Telecom
- Softbank Group Corp. (ARM Limited)
- STMicroelectronics
- Synopsys Inc.
- Taiwan Semiconductor Manufacturing Company Limited
- Tenstorrent Inc.
- Tesla (DeepScale)
- Texas Instruments Inc.
- Thinci
- ThinkForce
- Toshiba Corporation
- Vathys
- VeriSilicon Limited
- Wave Computing
- Western Digital
- XILINX Inc.
- ZTE Corporation
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Table of Contents
1.0. Executive Summary
2.0. Research Overview
- 2.1. Research Objectives
- 2.2. Select Findings
3.0. AI Chipsets Introduction
- 3.1. AI Chipsets
- 3.1.1. Chipset Components
- 3.1.2. General Purpose Applications
- 3.2. AI Systems
- 3.3. Market Dynamics Analysis
- 3.4. AI Investments
- 3.5. Competitive Market
4.0. Technologies, Solutions, and Markets
- 4.1. Chipsets Technology and Products
- 4.2. AI Technology
- 4.2.1. Machine Learning
- 4.2.2. Machine Learning APIs
- 4.2.3. Deep Machine Learning
- 4.2.4. Natural Language Processing
- 4.2.5. Computer Vision
- 4.2.6. Voice Recognition
- 4.2.7. Context Awareness Computing
- 4.2.8. Neural Networks
- 4.2.9. Facial Recognition
- 4.3. Deployment Platform
- 4.4. IoT Sector
- 4.5. Applications in Industry Verticals
- 4.6. Regional Markets
- 4.7. Value Chain
- 4.8. 5G Network and Edge Computing
- 4.9. Cloud Computing and Data Analytics
- 4.10. Industry 4.0 and Factory Automation
- 4.11. Autonomous Networks
- 4.12. Blockchain Networks
- 4.13. Quantum Computing
- 4.14. Machine Intelligence
- 4.15. Nanoscale Technology
- 4.16. Mobile Network Operators
5.0. Company Analysis
- 5.1. NVidia Corporation
- 5.2. IBM Corporation
- 5.3. Intel Corporation
- 5.4. Samsung Electronics Co Ltd.
- 5.5. Microsoft Corporation
- 5.6. Baidu Inc.
- 5.7. Qualcomm Incorporated
- 5.8. Huawei Technologies Co. Ltd.
- 5.9. Fujitsu Ltd.
- 5.10. Softbank Group Corp. (ARM Limited)
- 5.11. Apple Inc.
- 5.12. Amazon Inc.
- 5.13. SK Telecom
- 5.14. Inbenta Technologies Inc.
- 5.15. Microchip Technology Inc.
- 5.16. Texas Instruments Inc.
- 5.17. Advanced Micro Devices Inc.
- 5.18. XILINX Inc.
- 5.19. Micron Technology
- 5.20. AIBrain Inc.
- 5.21. General Vision Inc.
- 5.22. Sentient Technologies Holdings Limited
- 5.23. Graphcore
- 5.24. Analog Devices Inc.
- 5.25. Cypress Semiconductor Corp
- 5.26. Rohm Semiconductor
- 5.27. Semtech Corporation
- 5.28. NXP Semiconductors N.V.
- 5.29. STMicroelectronics
- 5.30. MediaTek Inc.
- 5.31. Renesas Electronics Corporation
- 5.32. ZTE Corporation
- 5.33. NEC Corporation
- 5.34. Broadcom Corporation
- 5.35. Integrated Device Technology Inc.
- 5.36. Toshiba Corporation
- 5.37. Adapteva Inc.
- 5.38. Applied Materials Inc.
- 5.39. Bitmain Technologies Inc.
- 5.40. Cambricon Technologies Corporation Limited
- 5.41. DeePhi Tech
- 5.42. Gyrfalcon Technology Inc.
- 5.43. Horizon Robotics
- 5.44. Mythic
- 5.45. Tenstorrent Inc.
- 5.46. Wave Computing
- 5.47. Mellanox Technologies
- 5.48. Koniku
- 5.49. Numenta Inc.
- 5.50. Imagination Technologies Limited
- 5.51. Synopsys Inc.
- 5.52. SenseTime
- 5.53. Marvell Technology Group Ltd.
- 5.54. Cadence Design Systems Inc.
- 5.55. Rockchip
- 5.56. VeriSilicon Limited
- 5.57. Knuedge Inc.
- 5.58. KRTKL Inc.
- 5.59. Shanghai Think-Force Electronic Technology Co. Ltd.
- 5.60. SK Hynix Inc.
- 5.61. Taiwan Semiconductor Manufacturing Company Limited
- 5.62. Alphabet (Google)
- 5.63. Thinci
- 5.64. LG Corporation
- 5.65. SambaNova Systems
- 5.66. Groq
- 5.67. Kalray
- 5.68. Facebook
- 5.69. Almotive
- 5.70. AnotherBrain
- 5.71. BrainChip Holdings
- 5.72. Cerebras Systems
- 5.73. Chipintelli
- 5.74. Tesla (DeepScale)
- 5.75. Kneron
- 5.76. NovuMind
- 5.77. ThinkForce
- 5.78. Vathys
- 5.79. Nervana Systems
- 5.80. Barefoot Networks
- 5.81. Alibaba Group
- 5.82. Megvii
- 5.83. HPE
- 5.84. Dell Inc.
- 5.85. Western Digital
- 5.86. Habana
- 5.87. Nokia
6.0. AI Chipsets Market Analysis and Forecasts 2023-2028
- 6.1. Global AI Chipsets Market 2023-2028
- 6.1.1. Total Global Market Size 2023-2028
- 6.1.2. Market by Segment 2023-2028
- 6.1.2.1. Market by Hardware 2023-2028
- 6.1.2.1.1. Market by Product 2023-2028
- 6.1.2.1.2. Product Market by Technology 2023-2028
- 6.1.2.1.3. Market by Processors 2023-2028
- 6.1.2.2. Software Market by AI Technology 2023-2028
- 6.1.2.2.1. Software Market by AI Technology Type 2023-2028
- 6.1.2.2.2. Software Market by ML Technology 2023-2028
- 6.1.2.3. Market by Service 2023-2028
- 6.1.2.4. Market by Professional Service 2023-2028
- 6.1.3. Market by Deployment Platform 2023-2028
- 6.1.3.1. Market by IoT Device 2023-2028
- 6.1.3.1.1. Market by Wearable Device 2023-2028
- 6.1.3.1.2. Market by Medical and Healthcare Device 2023-2028
- 6.1.3.1.3. Market by Smart Appliances 2023-2028
- 6.1.3.1.4. Market by Industrial Machine 2023-2028
- 6.1.3.1.5. Market by Entertainment Device 2023-2028
- 6.1.3.1.6. Market by Security Device 2023-2028
- 6.1.3.1.7. Market by Network Device 2023-2028
- 6.1.3.1.8. Market by Connected Vehicle Device 2023-2028
- 6.1.3.1.9. Market by Smart Grid Device 2023-2028
- 6.1.3.1.10. Market by Military Device 2023-2028
- 6.1.3.1.11. Market by Energy Management Device 2023-2028
- 6.1.3.1.12. Market by Agriculture Specific Device 2023-2028
- 6.1.3.2. Market by Non-IoT Device 2023-2028
- 6.1.3.3. Market by IoT "Things" 2023-2028
- 6.1.4. Market by Application 2023-2028
- 6.1.5. Market by Industry Vertical 2023-2028
- 6.1.5.1. Market by Healthcare Application 2023-2028
- 6.1.5.2. Market by Manufacturing Application 2023-2028
- 6.1.5.3. Market by Consumer Electronics Application 2023-2028
- 6.1.5.4. Market by Automotive and Transportation Application 2023-2028
- 6.1.5.5. Market by Consumer Application 2023-2028
- 6.1.5.6. Market by Marketing Application 2023-2028
- 6.1.5.7. Market by FinTech Application 2023-2028
- 6.1.5.8. Market by Building and Construction Application 2023-2028
- 6.1.5.9. Market by Agriculture Application 2023-2028
- 6.1.5.10. Market by Security and Surveillance Application 2023-2028
- 6.1.5.11. Market by Government and Military Application 2023-2028
- 6.1.5.12. Market by Human Resource Application 2023-2028
- 6.1.5.13. Market by Legal Application 2023-2028
- 6.1.5.14. Market by Telecommunications and IT Application 2023-2028
- 6.1.5.15. Market by Oil, Gas and Mining Applications 2023-2028
- 6.1.5.16. Market by Logistics Applications 2023-2028
- 6.1.5.17. Market by Education Applications 2023-2028
- 6.1.6. Market by AI in Consumer, Enterprise, Industrial, and Government 2023-2028
- 6.1.7. Market in 5G Networks 2023-2028
- 6.1.7.1. Overall AI in 5G Networks Market 2023-2028
- 6.1.7.2. Market in 5G Network by Hardware, Software, and Services 2023-2028
- 6.1.8. Market in Edge Computing Networks 2023-2028
- 6.1.8.1. Overall AI in Edge Computing 2023-2028
- 6.1.8.2. Market in Edge Computing Network by Hardware, Software, and Services
- 6.1.9. Market in Cloud Computing 2023-2028
- 6.1.9.1. Overall AI in Cloud Computing 2023-2028
- 6.1.9.2. Market in Cloud Computing by Hardware, Software, and Services
- 6.1.10. Market in Quantum Computing 2023-2028
- 6.1.10.1. Overall AI in Quantum Computing 2023-2028
- 6.1.10.2. Market in Quantum Computing by Hardware, Software, and Services
- 6.1.10.3. Market in Quantum Computing by Hardware
- 6.1.10.4. Market in Quantum Computing by Software
- 6.1.11. Market in Big Data Analytics 2023-2028
- 6.1.11.1. Overall AI in Big Data 2023-2028
- 6.1.11.2. Market in Big Data Analytics by Hardware, Software, and Services
- 6.1.12. Market in IoT 2023-2028
- 6.1.12.1. AI Chipset Market in IoT by Hardware, Software, and Services 2023-2028
- 6.1.12.2. Market in IoT by Deployment Platform 2023-2028
- 6.1.12.3. Market in IoT by Consumer, Enterprise, Industrial, and Government 2023-2028
- 6.1.13. Market in Blockchain Networks 2023-2028
- 6.1.13.1. Market in Blockchain by Hardware, Software, and Services 2023-2028
- 6.1.13.2. Market in Blockchain Solution 2023-2028
- 6.2. Regional AI Chipsets Market 2023-2028
- 6.2.1. Market by Region 2023-2028
- 6.2.1.1. North America Market 2023-2028
- 6.2.1.2. Europe Market 2023-2028
- 6.2.1.3. Asia Pacific Market 2023-2028
- 6.2.1.4. Middle East and Africa Market 2023-2028
- 6.2.1.5. Latin America Market 2023-2028
- 6.3. AI Chipsets Deployment Forecast 2023-2028
- 6.3.1. Total Global Deployment 2023-2028
- 6.3.2. Deployment by Segment 2023-2028
- 6.3.2.1. Deployment by Product 2023-2028
- 6.3.2.2. Deployment by Technology 2023-2028
- 6.3.2.3. Deployment by Processor Type 2023-2028
- 6.3.3. Deployment by Platform 2023-2028
- 6.3.3.1. Deployment by IoT Device 2023-2028
- 6.3.3.1.1. Deployment by Wearable Device 2023-2028
- 6.3.3.1.2. Deployment by Healthcare Device 2023-2028
- 6.3.3.1.3. Deployment by Smart Appliances 2023-2028
- 6.3.3.1.4. Deployment by Industrial Machines 2023-2028
- 6.3.3.1.5. Deployment by Entertainment Device 2023-2028
- 6.3.3.1.6. Deployment by Security Device 2023-2028
- 6.3.3.1.7. Deployment by Network Device 2023-2028
- 6.3.3.1.8. Deployment by Connected Vehicle Device 2023-2028
- 6.3.3.1.9. Deployment by Smart Grid Device 2023-2028
- 6.3.3.1.10. Deployment by Military Device 2023-2028
- 6.3.3.1.11. Deployment by Energy Management Device 2023-2028
- 6.3.3.1.12. Deployment by Agriculture Specific Device 2023-2028
- 6.3.3.2. Deployment by Non-IoT Device 2023-2028
- 6.3.3.3. Deployment by IoT "Things" 2023-2028
- 6.3.4. Deployment by AI Technology 2023-2028
- 6.3.4.1. Deployment by AI Technology Type 2023-2028
- 6.3.4.2. Deployment by Machine Learning Technology 2023-2028
- 6.3.5. Deployment by Application 2023-2028
- 6.3.6. Deployment by Industry Vertical 2023-2028
- 6.3.7. Deployment by Price Range 2023-2028
- 6.3.8. Deployment by Region 2023-2028
- 6.3.8.1. North America Deployment by Country 2023-2028
- 6.3.8.2. Europe Deployment by Country 2023-2028
- 6.3.8.3. Asia Pacific Deployment by Country 2023-2028
- 6.3.8.4. Middle East and Africa Deployment by Country 2023-2028
- 6.3.8.5. Latin America Deployment by Country 2023-2028
7.0. Conclusions and Recommendations