Edge AI Hardware Global Market Report 2024

Description

“Edge AI Hardware Global Market Report 2024 ” from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on edge ai hardware market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for edge ai hardware? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? “The edge ai hardware market global report ” from The Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

Scope

Markets Covered:

1) By Component: Processor; Memory; Sensor; Other Components
2) By Device Type: Smartphones; Cameras; Robots; Wearables; Smart Speaker; Other Device Types
3) By End User: Consumer Electronics; Smart Home; Automotive; Government; Aerospace and Defense; Healthcare; Industrial; Construction; Other End Users
Companies Mentioned: Apple Inc.; MediaTek Inc.; Qualcomm Technologies Inc.; Huawei Technologies Co. Ltd.; Samsung Electronics Co. Ltd.
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery format: PDF, Word and Excel Data Dashboard.

Executive Summary

Edge AI hardware, often known as AI accelerators, plays a crucial role in accelerating deep learning inference on edge devices, offering an efficient solution for computation-intensive applications. The edge AI platform is versatile, capable of running on various hardware platforms, ranging from standard microcontroller units (MCUs) to advanced neural processors.

The primary devices utilizing edge AI hardware include smartphones, cameras, robots, wearables, smart speakers, and others. Smartphones are handheld electronic devices connected to cellular networks, equipped with components such as processors, memory, sensors, and more. These devices find applications across a wide range of industries and end-users, including consumer electronics, smart home systems, automotive, government, aerospace and defense, healthcare, industrial sectors, construction, and various other domains.

The edge AI hardware market research report is one of a series of new reports from The Business Research Company that provides edge AI hardware market statistics, including edge AI hardware industry global market size, regional shares, competitors with an edge AI hardware market share, detailed edge AI hardware market segments, market trends, and opportunities, and any further data you may need to thrive in the edge AI hardware industry. This edge AI hardware market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The edge ai hardware market size has grown rapidly in recent years. It will grow from $6.64 billion in 2023 to $7.9 billion in 2024 at a compound annual growth rate (CAGR) of 19.0%. The growth observed during the historic period in the field of edge AI hardware can be attributed to several factors. These include efforts in market education and awareness about the capabilities of edge AI, the proliferation of Internet of Things (IoT) devices, advancements in AI algorithms enhancing performance, a growing demand for low latency in processing data, and increasing concerns about privacy and data security. These factors collectively contributed to the adoption and expansion of edge AI hardware solutions.

The edge ai hardware market size is expected to see exponential growth in the next few years. It will grow to $16.58 billion in 2028 at a compound annual growth rate (CAGR) of 20.4%. The anticipated growth in the forecast period for edge AI hardware can be attributed to various factors. These include ongoing advancements in hardware architecture, the development of energy-efficient edge devices, achieving a balance between edge and cloud computing, addressing privacy and data security requirements, and the emergence of industry-specific solutions. Major trends expected in the forecast period encompass the optimization of AI models for edge computing, the adoption of hardware acceleration solutions, the synergy between edge and cloud computing, the rise of decentralized AI applications, and an increased adoption of federated learning approaches.

The expansion of IoT applications is anticipated to significantly elevate the demand for edge AI hardware in the foreseeable future. IoT applications represent a collection of services and software that amalgamate data from multiple IoT devices. As these applications pool data from various points within the factory floor and converge it at the network's edge, the surge in IoT applications is projected to stimulate growth in the edge AI hardware market. For instance, a report released by Dataport, a Germany-based public-service provider, noted that in 2021, over 10 billion IoT devices were in operation. Predictions suggest an upsurge to more than 25.4 billion active IoT devices by 2030. By 2025, IoT devices are expected to connect to the internet approximately 152,200 times per minute. Hence, the rise in IoT applications is a driving force behind the expansion of the edge AI hardware market.

The widespread adoption of 5G connectivity is poised to drive the advancement of the edge AI hardware market in the coming years. 5G connectivity denotes the fifth generation of mobile networks, offering swifter data speeds, reduced latency, and heightened capacity for wireless communication. Edge AI hardware augments 5G connectivity by facilitating real-time processing at the network edge, thereby curtailing latency and optimizing data traffic for more efficient and responsive applications. For instance, as of April 2023, data sourced from 5G Americas, a US-based industry trade organization, indicates a 76% upsurge in global 5G wireless connections from the end of 2021 to the end of 2022, reaching a total of 1.05 billion connections. Projections foresee this number reaching 5.9 billion by the end of 2027. Consequently, the uptake of 5G connectivity is steering the growth of the edge AI hardware market.

Technological advancements stand out as the pivotal trend garnering attention within the edge AI hardware market. Major companies operating in this sphere are vigorously developing sophisticated technologies to fortify their market positioning. For instance, in May 2022, Habana Labs, an Israel-based entity under Intel, introduced second-generation AI processors tailored for both training and inferencing tasks. The hallmark of these processors is their capacity to bridge market gaps by furnishing customers with high-performance and high-efficiency deep learning compute solutions, suitable for both training workloads and inference deployments in data centers. This innovation not only lowers the barriers to AI adoption for businesses of varying sizes but also distinguishes itself amidst competitive technological offerings.

Major players within the edge AI hardware market are actively engaged in the development of advanced platforms that amalgamate both hardware and software capabilities, exemplified by NVIDIA IGX Orin, which aims to establish novel functional safety benchmarks for AI and computing systems. NVIDIA IGX Orin represents a cutting-edge, high-precision edge AI computing platform that integrates sophisticated security and safety attributes. For instance, in September 2022, NVIDIA, a prominent US-based software company, unveiled its IGX Edge AI Computing Platform, specifically designed to meet the demands of high-precision edge AI across sectors such as manufacturing, logistics, and healthcare. This platform fosters improved collaboration between humans and machines while ensuring an additional layer of safety within real-world environments. It incorporates the potent NVIDIA IGX Orin tailored for autonomous industrial machinery and medical apparatus. Offering flexibility and adaptability, the platform can be easily programmed and configured to suit diverse requirements, ensuring adherence to edge AI protocols. In the healthcare sector, the IGX platform supports NVIDIA Clara Holoscan for real-time AI computation in medical equipment.

In June 2022, Qualcomm, a distinguished US-based semiconductor company, acquired Cellwize for an undisclosed sum. This acquisition merges Cellwize's cutting-edge cloud-native, multi-vendor RAN (Radio Access Network) automation and management platform with Qualcomm Technologies' top-tier 5G RAN offerings. This integration is poised to deliver leading-edge RAN automation and management software solutions, further expediting the evolution of the connected intelligent edge through the deployment of both private and public 5G networks. This strategic collaboration aims to minimize network deployment timelines and streamline network administration. Cellwize, a US-based telecommunications service provider, specializes in enabling future-oriented networks.

Major companies operating in the edge ai hardware market report are Apple Inc., MediaTek Inc., Qualcomm Technologies Inc., Huawei Technologies Co. Ltd., Samsung Electronics Co. Ltd., Intel Corporation, NVIDIA Corporation, International Business Machines Corporation, Google LLC, Microsoft Corporation, Advanced Micro Devices Inc., Imagination Technologies Limited, General Vision Inc., Adapteva Inc., Arm Limited, ADLINK Technology Inc., Alphabet Inc., Amazon.com Inc., Baidu Inc., Rapp Motorenwerke company, Continental AG, Denso Corporation, Renesas Electronics Corporation, Infineon Technologies AG, KALRAY Corporation, Robert Bosch GmbH, Rockchip Electronics Co. Ltd., NXP Semiconductors N.V., ON Semiconductor Corporation, Oracle Corporation, STMicroelectronics N.V. .

North America was the largest region in the edge AI hardware market in 2023. Asia-Pacific is expected to be the fastest-growing region in the edge AI hardware market during the forecast period. The regions covered in the edge ai hardware market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in the edge ai hardware market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The edge AI hardware market consists of sales of IoT devices, and laptops used in the edge AI platform. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Product Code: r10913

1. Executive Summary

2. Edge AI Hardware Market Characteristics

3. Edge AI Hardware Market Trends And Strategies

4. Edge AI Hardware Market - Macro Economic Scenario

4.1. Impact Of High Inflation On the Market
4.2. Ukraine-Russia War Impact On the Market
4.3. COVID-19 Impact On the Market

5. Global Edge AI Hardware Market Size and Growth

5.1. Global Edge AI Hardware Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
5.2. Global Edge AI Hardware Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
5.3. Global Edge AI Hardware Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Edge AI Hardware Market Segmentation

6.1. Global Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Processor
Memory
Sensor
Other Components
6.2. Global Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Smartphones
Cameras
Robots
Wearables
Smart Speaker
Other Device Types
6.3. Global Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Consumer Electronics
Smart Home
Automotive
Government
Aerospace and Defense
Healthcare
Industrial
Construction
Other End Users

7. Edge AI Hardware Market Regional And Country Analysis

7.1. Global Edge AI Hardware Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global Edge AI Hardware Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Edge AI Hardware Market

8.1. Asia-Pacific Edge AI Hardware Market Overview
Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Edge AI Hardware Market

9.1. China Edge AI Hardware Market Overview
9.2. China Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Edge AI Hardware Market

10.1. India Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Edge AI Hardware Market

11.1. Japan Edge AI Hardware Market Overview
11.2. Japan Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Edge AI Hardware Market

12.1. Australia Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Edge AI Hardware Market

13.1. Indonesia Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Edge AI Hardware Market

14.1. South Korea Edge AI Hardware Market Overview
14.2. South Korea Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Edge AI Hardware Market

15.1. Western Europe Edge AI Hardware Market Overview
15.2. Western Europe Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Edge AI Hardware Market

16.1. UK Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Edge AI Hardware Market

17.1. Germany Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Edge AI Hardware Market

18.1. France Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Edge AI Hardware Market

19.1. Italy Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Edge AI Hardware Market

20.1. Spain Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Edge AI Hardware Market

21.1. Eastern Europe Edge AI Hardware Market Overview
21.2. Eastern Europe Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Edge AI Hardware Market

22.1. Russia Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Edge AI Hardware Market

23.1. North America Edge AI Hardware Market Overview
23.2. North America Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Edge AI Hardware Market

24.1. USA Edge AI Hardware Market Overview
24.2. USA Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Edge AI Hardware Market

25.1. Canada Edge AI Hardware Market Overview
25.2. Canada Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Edge AI Hardware Market

26.1. South America Edge AI Hardware Market Overview
26.2. South America Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Edge AI Hardware Market

27.1. Brazil Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Edge AI Hardware Market

28.1. Middle East Edge AI Hardware Market Overview
28.2. Middle East Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Edge AI Hardware Market

29.1. Africa Edge AI Hardware Market Overview
29.2. Africa Edge AI Hardware Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa Edge AI Hardware Market, Segmentation By Device Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa Edge AI Hardware Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Edge AI Hardware Market Competitive Landscape And Company Profiles

30.1. Edge AI Hardware Market Competitive Landscape
30.2. Edge AI Hardware Market Company Profiles
- 30.2.1. Apple Inc.
  - 30.2.1.1. Overview
  - 30.2.1.2. Products and Services
  - 30.2.1.3. Strategy
  - 30.2.1.4. Financial Performance
- 30.2.2. MediaTek Inc.
  - 30.2.2.1. Overview
  - 30.2.2.2. Products and Services
  - 30.2.2.3. Strategy
  - 30.2.2.4. Financial Performance
- 30.2.3. Qualcomm Technologies Inc.
  - 30.2.3.1. Overview
  - 30.2.3.2. Products and Services
  - 30.2.3.3. Strategy
  - 30.2.3.4. Financial Performance
- 30.2.4. Huawei Technologies Co. Ltd.
  - 30.2.4.1. Overview
  - 30.2.4.2. Products and Services
  - 30.2.4.3. Strategy
  - 30.2.4.4. Financial Performance
- 30.2.5. Samsung Electronics Co. Ltd
  - 30.2.5.1. Overview
  - 30.2.5.2. Products and Services
  - 30.2.5.3. Strategy
  - 30.2.5.4. Financial Performance

31. Global Edge AI Hardware Market Competitive Benchmarking

32. Global Edge AI Hardware Market Competitive Dashboard

33. Key Mergers And Acquisitions In The Edge AI Hardware Market

34. Edge AI Hardware Market Future Outlook and Potential Analysis

34.1 Edge AI Hardware Market In 2028 - Countries Offering Most New Opportunities
34.2 Edge AI Hardware Market In 2028 - Segments Offering Most New Opportunities
34.3 Edge AI Hardware Market In 2028 - Growth Strategies
- 34.3.1 Market Trend Based Strategies
- 34.3.2 Competitor Strategies

35. Appendix

35.1. Abbreviations
35.2. Currencies
35.3. Historic And Forecast Inflation Rates
35.4. Research Inquiries
35.5. The Business Research Company
35.6. Copyright And Disclaimer