Analysts’ Viewpoint on Market Scenario
Increase in demand for edge computing solutions and growth in adoption of IoT devices are driving the global edge AI market size. Edge AI is gaining traction in various end-use industries due to the rise in need for real-time decision-making in various processes.
Advancements in machine learning and edge AI processors & software tools are likely to ease the deployment of edge AI solutions in various industries. The edge AI industry is becoming increasingly competitive, with the entry of new companies and presence of well-established players. These companies are developing advanced edge AI solutions that cater to a wide range of industries such as healthcare, manufacturing, retail, and transportation.
Edge Artificial Intelligence (AI) refers to the usage of AI technologies on edge devices, such as smartphones, drones, and sensors, to perform computations and analyze data locally, rather than sending the data to a centralized cloud server for processing.
Edge AI enables machine learning algorithms to operate directly at the network's edge, close to the source of the data and information required to run the system. The goal of edge AI is to enable real-time data processing and analysis, reduce latency, minimize the use of bandwidth, and enhance the privacy and security of data by keeping it local.
Integration of Industry 4.0 into the manufacturing sector has been increasing rapidly of late. This integration involves the usage of advanced technologies, such as IoT, AI, machine learning, robotics, and big data analytics, to digitize and automate manufacturing processes.
Adoption of edge AI in manufacturing offers various benefits. In predictive maintenance, the combination of sensor data, AI, and edge computing helps accurately assess equipment conditions and allows the manufacturer to avoid costly unplanned downtime.
Edge AI can also be employed in quality control to identify defects instantly. AI and edge computing can be utilized to automate procurement, production, and inventory management processes. This enables companies to better predict and manage their supply chain. These advantages are likely to spur the edge AI market growth in the near future.
Companies in various sectors are looking for ways to improve their production processes. Edge computing, when combined with sensor data, can be used to evaluate overall equipment effectiveness. For example, in the automotive welding process, manufacturers need to ensure that their welding is of the highest quality. Sensor data and edge computing can be employed to monitor the process in real-time and identify defects or safety risks before products leave the factory.
In November 2021, Siemens AG, a global leader in industrial automation and digitalization, announced an open industrial edge ecosystem. The new offering enables B2B customers to purchase and operate multiple software components on an all-in-one platform. Thus, launch of new products is fueling edge AI market expansion.
Edge AI involves running AI algorithms on local devices rather than sending the data to a centralized server for processing. This approach enables faster processing, reduces latency, and provides better privacy and security for sensitive data.
Edge AI can be used to analyze data in real-time, detect anomalies, predict outcomes, and make autonomous decisions, all of which are essential in the context of IoT applications. Thus, the edge AI market value is expected to rise at a rapid pace in the next few years, as more organizations adopt IoT devices and seek to leverage the benefits of edge AI.
5G network reduces the rate of network latency. Adoption of 5G solutions across a wide range of applications is anticipated to increase significantly in the next few years. The amount of data transferred to data centers is also likely to rise. These factors are expected to boost the demand for edge networks, thereby fueling the edge AI market dynamics.
Major countries across the globe are investing significantly in 5G infrastructure. In January 2022, France and Germany announced plans to offer US$ 18.83 Mn in funding for four 5G projects that aim to strengthen Europe’s ecosystem for private networks in the field of 5G telecommunications.
In Asia Pacific, the Government of China announced plans to install 2 million 5G base stations in 2022. In August 2021, the U.S. Department of Energy (DOE) announced US$ 6 Mn in funding to accelerate the deployment and adoption of 5G wireless networks.
According to the International Trade Administration, over the next five years, major mobile carriers in Japan are projected to invest more than US$ 14 Bn in capital expenditure to build and deploy 5G networks. This includes base stations, servers, and fiber optics. In 2019, U.S. suppliers exported telecom equipment worth over US$ 720 Mn to Japan.
According to the Gartner report, "Predicts 2022: The Distributed Enterprise Drives Computing to the edge,” 5G is the fastest growing segment in the wireless network infrastructure market—and by 2025, more than 50% of enterprise-generated data will be processed outside a traditional centralized data center or cloud. Thus, rise in investment in 5G infrastructure is fueling the market trajectory.
According to the latest edge AI market analysis, North America is expected to account for the largest share during the forecast period. Presence of key vendors and implementation of edge AI solutions in various industries are driving the market revenue of the region. Many industries in North America, such as manufacturing, oil & gas, and healthcare, are implementing edge AI solutions to improve efficiency and productivity.
The business in Asia Pacific is projected to grow at a rapid pace in the near future. Growth in demand for automation and digitization is boosting market progress in the region. Asia Pacific is home to a large manufacturing sector, with many companies adopting automation and digitization to improve efficiency and productivity.
The edge AI market report profiles major service providers based on parameters such as financials, key product offerings, recent developments, and strategies adopted by the companies.
NVIDIA Corporation, Intel Corporation, Qualcomm Technologies, Inc., Arm Limited, Amazon.com Inc., Microsoft Corporation, IBM Corporation, Huawei Technologies Co., Ltd., Samsung, TIBCO (Cloud Software Group, Inc.), Apple Inc., Advanced Micro Devices, Inc., Synaptics Incorporated, and Dell Inc. are key entities operating in this industry. Service providers are acquiring other companies to expand their product offerings and increase their edge AI market share.
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Attribute |
Detail |
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Market Size Value in 2022 |
US$ 5.6 Bn |
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Market Forecast Value in 2031 |
US$ 76.0 Bn |
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Growth Rate (CAGR) |
33.5% |
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Forecast Period |
2023–2031 |
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Historical Data Available for |
2018–2021 |
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Quantitative Units |
US$ Bn for Value |
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Market Analysis |
Includes cross-segment analysis at global as well as regional levels. Furthermore, the qualitative analysis includes drivers, restraints, opportunities, value chain analysis, and key trends analysis. |
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Competition Landscape |
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Format |
Electronic (PDF) + Excel |
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Market Segmentation |
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Regions Covered |
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Countries Covered |
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Companies Profiled |
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Customization Scope |
Available upon request |
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Pricing |
Available upon request |
It was valued at US$ 5.6 Mn in 2022.
It is anticipated to advance at a CAGR of 33.5% from 2023 to 2031.
Surge in adoption of IoT devices and increase in integration of Industry 4.0 into the manufacturing sector.
Hardware was the largest component segment in 2022.
North America is expected to be more lucrative for vendors during the forecast period.
NVIDIA Corporation, Intel Corporation, Qualcomm Technologies, Inc., Arm Limited, Amazon.com Inc., Microsoft Corporation, IBM Corporation, Huawei Technologies Co., Ltd., Samsung, TIBCO (Cloud Software Group, Inc.), Apple Inc., Advanced Micro Devices, Inc., Synaptics Incorporated, and Dell Inc.
1. Preface
1.1. Market Introduction
1.2. Market Segmentation
1.3. Key Research Objectives
2. Assumptions and Research Methodology
2.1. Research Methodology
2.1.1. List of Primary and Secondary Sources
2.2. Key Assumptions for Data Modeling
3. Executive Summary: Global Edge AI Market
4. Market Overview
4.1. Market Definition
4.2. Technology/Product Roadmap
4.3. Market Factor Analysis
4.3.1. Forecast Factors
4.3.2. Ecosystem/ Value Chain Analysis
4.3.3. Market Dynamics (Growth Influencers)
4.3.3.1. Drivers
4.3.3.2. Restraints
4.3.3.3. Opportunities
4.3.3.4. Impact Analysis of Drivers and Restraints
4.4. COVID-19 Impact Analysis
4.4.1. Impact of COVID-19 on Edge AI Market
4.5. Market Opportunity Assessment – by Region (North America/ Europe/Asia Pacific/Middle East & Africa/South America)
4.5.1. By Component
4.5.2. By Industry Vertical
5. Global Edge AI Market Analysis and Forecast
5.1. Market Revenue Analysis (US$ Bn), 2018-2031
5.1.1. Historic Growth Trends, 2017-2022
5.1.2. Forecast Trends, 2023-2031
5.2. Pricing Model Analysis/Price Trend Analysis
6. Global Edge AI Market Analysis, by Component
6.1. Overview and Definitions
6.2. Key Segment Analysis
6.3. Edge AI Market Size (US$ Bn) Forecast, by Component, 2018 - 2031
6.3.1. Hardware
6.3.2. Software
7. Global Edge AI Market Analysis, by Industry Vertical
7.1. Overview and Definitions
7.2. Key Segment Analysis
7.3. Edge AI Market Size (US$ Bn) Forecast, by Deployment, 2018 - 2031
7.3.1. Manufacturing
7.3.2. Automotive
7.3.3. Energy & Utility
7.3.4. Healthcare
7.3.5. Retail
7.3.6. Transportation
7.3.7. Smart Homes & Cities
7.3.8. Others
8. Global Edge AI Market Analysis and Forecast, by Region
8.1. Key Findings
8.2. Market Size (US$ Bn) Forecast by Region, 2018-2031
8.2.1. North America
8.2.2. Europe
8.2.3. Asia Pacific
8.2.4. Middle East & Africa
8.2.5. South America
9. North America Edge AI Market Analysis and Forecast
9.1. Regional Outlook
9.2. Edge AI Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
9.2.1. By Component
9.2.2. By Industry Vertical
9.3. Edge AI Market Size (US$ Bn) Forecast, by Country, 2018 - 2031
9.3.1. U.S.
9.3.2. Canada
9.3.3. Mexico
10. Europe Edge AI Market Analysis and Forecast
10.1. Regional Outlook
10.2. Edge AI Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
10.2.1. By Component
10.2.2. By Industry Vertical
10.3. Edge AI Market Size (US$ Bn) Forecast, by Country, 2018 - 2031
10.3.1. Germany
10.3.2. U.K.
10.3.3. France
10.3.4. Italy
10.3.5. Spain
10.3.6. Rest of Europe
11. Asia Pacific Edge AI Market Analysis and Forecast
11.1. Regional Outlook
11.2. Edge AI Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
11.2.1. By Component
11.2.2. By Industry Vertical
11.3. Edge AI Market Size (US$ Bn) Forecast, by Country, 2018 - 2031
11.3.1. China
11.3.2. India
11.3.3. Japan
11.3.4. ASEAN
11.3.5. Rest of Asia Pacific
12. Middle East & Africa Edge AI Market Analysis and Forecast
12.1. Regional Outlook
12.2. Edge AI Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
12.2.1. By Component
12.2.2. By Industry Vertical
12.3. Edge AI Market Size (US$ Bn) Forecast, by Country, 2018 - 2031
12.3.1. Saudi Arabia
12.3.2. United Arab Emirates
12.3.3. South Africa
12.3.4. Rest of Middle East & Africa
13. South America Edge AI Market Analysis and Forecast
13.1. Regional Outlook
13.2. Edge AI Market Size (US$ Bn) Analysis and Forecast, 2018 - 2031
13.2.1. By Component
13.2.2. By Industry Vertical
13.3. Edge AI Market Size (US$ Bn) Forecast, by Country, 2018 - 2031
13.3.1. Brazil
13.3.2. Argentina
13.3.3. Rest of South America
14. Competition Landscape
14.1. Market Competition Matrix, by Leading Players
14.2. Market Revenue Share Analysis (%), by Leading Players (2022)
14.3. Competitive Scenario
14.3.1. List of Emerging, Prominent, and Leading Players
14.3.2. Major Mergers & Acquisitions, Expansions, Partnership, Contracts, Deals, etc.
15. Company Profiles
15.1. NVIDIA Corporation
15.1.1. Business Overview
15.1.2. Company Revenue
15.1.3. Product Portfolio
15.1.4. Geographic Footprint
15.1.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.2. Intel Corporation
15.2.1. Business Overview
15.2.2. Company Revenue
15.2.3. Product Portfolio
15.2.4. Geographic Footprint
15.2.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.3. Qualcomm Technologies, Inc.
15.3.1. Business Overview
15.3.2. Company Revenue
15.3.3. Product Portfolio
15.3.4. Geographic Footprint
15.3.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.4. Arm Limited
15.4.1. Business Overview
15.4.2. Company Revenue
15.4.3. Product Portfolio
15.4.4. Geographic Footprint
15.4.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.5. Amazon.com, Inc.
15.5.1. Business Overview
15.5.2. Company Revenue
15.5.3. Product Portfolio
15.5.4. Geographic Footprint
15.5.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.6. Microsoft Corporation
15.6.1. Business Overview
15.6.2. Company Revenue
15.6.3. Product Portfolio
15.6.4. Geographic Footprint
15.6.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.7. IBM Corporation
15.7.1. Business Overview
15.7.2. Company Revenue
15.7.3. Product Portfolio
15.7.4. Geographic Footprint
15.7.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.8. Huawei Technologies Co., Ltd.
15.8.1. Business Overview
15.8.2. Company Revenue
15.8.3. Product Portfolio
15.8.4. Geographic Footprint
15.8.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.9. Samsung
15.9.1. Business Overview
15.9.2. Company Revenue
15.9.3. Product Portfolio
15.9.4. Geographic Footprint
15.9.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.10. TIBCO (Cloud Software Group, Inc.)
15.10.1. Business Overview
15.10.2. Company Revenue
15.10.3. Product Portfolio
15.10.4. Geographic Footprint
15.10.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.11. Apple Inc.
15.11.1. Business Overview
15.11.2. Company Revenue
15.11.3. Product Portfolio
15.11.4. Geographic Footprint
15.11.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.12. Advanced Micro Devices, Inc.
15.12.1. Business Overview
15.12.2. Company Revenue
15.12.3. Product Portfolio
15.12.4. Geographic Footprint
15.12.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.13. Synaptics Incorporated
15.13.1. Business Overview
15.13.2. Company Revenue
15.13.3. Product Portfolio
15.13.4. Geographic Footprint
15.13.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.14. Dell Inc.
15.14.1. Business Overview
15.14.2. Company Revenue
15.14.3. Product Portfolio
15.14.4. Geographic Footprint
15.14.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
15.15. Others
15.15.1. Business Overview
15.15.2. Company Revenue
15.15.3. Product Portfolio
15.15.4. Geographic Footprint
15.15.5. Strategic Partnership, Merger & Acquisition, Business Expansion, New Product Launch, Innovation, etc.
16. Key Takeaways
List of Tables
Table 1: Acronyms Used in Edge AI Market
Table 2: North America Edge AI Market Revenue Analysis, by Country, 2023 and 2031 (US$ Bn)
Table 3: Europe Edge AI Market Revenue Analysis, by Country, 2023 and 2031 (US$ Bn)
Table 4: Asia Pacific Edge AI Market Revenue Analysis, by Country, 2023 and 2031 (US$ Bn)
Table 5: Middle East & Africa Edge AI Market Revenue Analysis, by Country, 2023 and 2031 (US$ Bn)
Table 6: South America Edge AI Market Revenue Analysis, by Country, 2023 and 2031 (US$ Bn)
Table 7: Forecast Factors: Relevance and Impact
Table 8: Impact Analysis of Drivers & Restraints
Table 9: Global Edge AI Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 10: Global Edge AI Market Value (US$ Bn) Forecast, by Industry Vertical, 2018 – 2031
Table 11: Global Edge AI Market Value (US$ Bn) Forecast, by Region, 2018 - 2031
Table 12: North America Edge AI Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 13: North America Edge AI Market Value (US$ Bn) Forecast, by Industry Vertical, 2018 – 2031
Table 14: North America Edge AI Market Value (US$ Bn) Forecast, by Country, 2018 - 2031
Table 15: U.S. Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 16: Canada Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 17: Mexico Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 18: Europe Edge AI Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 19: Europe Edge AI Market Value (US$ Bn) Forecast, by Industry Vertical, 2018 – 2031
Table 20: Europe Edge AI Market Value (US$ Bn) Forecast, by Country, 2018 - 2031
Table 21: Germany Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 22: U.K. Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 23: France Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 24: Spain Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 25: Italy Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 26: Asia Pacific Edge AI Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 27: Asia Pacific Edge AI Market Value (US$ Bn) Forecast, by Industry Vertical, 2018 – 2031
Table 28: Asia Pacific Edge AI Market Value (US$ Bn) Forecast, by Country, 2018 - 2031
Table 29: China Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 30: India Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 31: Japan Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 32: ASEAN Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 33: Middle East & Africa Edge AI Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 34: Middle East & Africa Edge AI Market Value (US$ Bn) Forecast, by Industry Vertical, 2018 – 2031
Table 35: Middle East & Africa Edge AI Market Value (US$ Bn) Forecast, by Country, 2018 - 2031
Table 36: Saudi Arabia Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 37: United Arab Emirates Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 38: South Africa Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 39: South America Edge AI Market Value (US$ Bn) Forecast, by Component, 2018 – 2031
Table 40: South America Edge AI Market Value (US$ Bn) Forecast, by Industry Vertical, 2018 – 2031
Table 41: South America Edge AI Market Value (US$ Bn) Forecast, by Country, 2018 - 2031
Table 42: Brazil Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 43: Argentina Edge AI Market Revenue CAGR Breakdown (%), by Growth Term
Table 44: Mergers & Acquisitions, Partnerships (1/2)
Table 45: Mergers & Acquisitions, Partnerships (2/2)
List of Figures
Figure 1: Global Edge AI Market Size (US$ Bn) Forecast, 2018–2031
Figure 2: Global Edge AI Market Revenue (US$ Bn) Opportunity Assessment, by Region, 2023E
Figure 3: Top Segment Analysis of Edge AI Market
Figure 4: Global Edge AI Market Revenue (US$ Bn) Opportunity Assessment, by Region, 2031F
Figure 5: Global Edge AI Market Attractiveness Assessment, by Component
Figure 6: Global Edge AI Market Attractiveness Assessment, by Industry Vertical
Figure 7: Global Edge AI Market Attractiveness Assessment, by Region
Figure 8: Global Edge AI Market Revenue (US$ Bn) Historic Trends, 2018 - 2021
Figure 9: Global Edge AI Market Revenue Opportunity (US$ Bn) Historic Trends, 2018 - 2021
Figure 10: Global Edge AI Market Value Share Analysis, by Component, 2023
Figure 11: Global Edge AI Market Value Share Analysis, by Component, 2031
Figure 12: Global Edge AI Market Absolute Opportunity (US$ Bn), by Hardware, 2023 – 2031
Figure 13: Global Edge AI Market Absolute Opportunity (US$ Bn), by Software, 2023 – 2031
Figure 14: Global Edge AI Market Value Share Analysis, by Industry Vertical, 2023
Figure 15: Global Edge AI Market Value Share Analysis, by Industry Vertical, 2031
Figure 16: Global Edge AI Market Absolute Opportunity (US$ Bn), by Manufacturing, 2023 – 2031
Figure 17: Global Edge AI Market Absolute Opportunity (US$ Bn), by Automotive, 2023 – 2031
Figure 18: Global Edge AI Market Absolute Opportunity (US$ Bn), by Energy & Utility, 2023 – 2031
Figure 19: Global Edge AI Market Absolute Opportunity (US$ Bn), by Healthcare, 2023 – 2031
Figure 20: Global Edge AI Market Absolute Opportunity (US$ Bn), by Retail, 2023 – 2031
Figure 21: Global Edge AI Market Absolute Opportunity (US$ Bn), by Transportation, 2023 – 2031
Figure 22: Global Edge AI Market Absolute Opportunity (US$ Bn), by Smart Homes & Cities, 2023 – 2031
Figure 23: Global Edge AI Market Absolute Opportunity (US$ Bn), by Others, 2023 – 2031
Figure 24: Global Edge AI Market Opportunity (US$ Bn), by Region
Figure 25: Global Edge AI Market Opportunity Share (%), by Region, 2023–2031
Figure 26: Global Edge AI Market Size (US$ Bn), by Region, 2023 & 2031
Figure 27: Global Edge AI Market Value Share Analysis, by Region, 2023
Figure 28: Global Edge AI Market Value Share Analysis, by Region, 2031
Figure 29: North America Edge AI Market Absolute Opportunity (US$ Bn), 2023 – 2031
Figure 30: Europe Edge AI Market Absolute Opportunity (US$ Bn), 2023 – 2031
Figure 31: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), 2023 – 2031
Figure 32: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), 2023 – 2031
Figure 33: South America Edge AI Market Absolute Opportunity (US$ Bn), 2023 – 2031
Figure 34: North America Edge AI Market Absolute Dollar Opportunity
Figure 35: North America Edge AI Market Value Share Analysis, by Component, 2023
Figure 36: North America Edge AI Market Value Share Analysis, by Component, 2031
Figure 37: North America Edge AI Market Absolute Opportunity (US$ Bn), by Hardware, 2023 – 2031
Figure 38: North America Edge AI Market Absolute Opportunity (US$ Bn), by Software, 2023 – 2031
Figure 39: North America Edge AI Market Value Share Analysis, by Industry Vertical, 2023
Figure 40: North America Edge AI Market Value Share Analysis, by Industry Vertical, 2031
Figure 41: North America Edge AI Market Absolute Opportunity (US$ Bn), by Manufacturing, 2023 – 2031
Figure 42: North America Edge AI Market Absolute Opportunity (US$ Bn), by Automotive, 2023 – 2031
Figure 43: North America Edge AI Market Absolute Opportunity (US$ Bn), by Energy & Utility, 2023 – 2031
Figure 44: North America Edge AI Market Absolute Opportunity (US$ Bn), by Healthcare, 2023 – 2031
Figure 45: North America Edge AI Market Absolute Opportunity (US$ Bn), by Retail, 2023 – 2031
Figure 46: North America Edge AI Market Absolute Opportunity (US$ Bn), by Transportation, 2023 – 2031
Figure 47: North America Edge AI Market Absolute Opportunity (US$ Bn), by Smart Homes & Cities, 2023 – 2031
Figure 48: North America Edge AI Market Absolute Opportunity (US$ Bn), by Others, 2023 – 2031
Figure 49: North America Edge AI Market Value Share Analysis, by Country, 2023
Figure 50: North America Edge AI Market Value Share Analysis, by Country, 2031
Figure 51: U.S. Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 52: Canada Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 53: Mexico Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 54: Europe Edge AI Market Absolute Dollar Opportunity
Figure 55: Europe Edge AI Market Value Share Analysis, by Component, 2023
Figure 56: Europe Edge AI Market Value Share Analysis, by Component, 2031
Figure 57: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Hardware, 2023 – 2031
Figure 58: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Software, 2023 – 2031
Figure 59: Europe Edge AI Market Value Share Analysis, by Industry Vertical, 2023
Figure 60: Europe Edge AI Market Value Share Analysis, by Industry Vertical, 2031
Figure 61: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Manufacturing, 2023 – 2031
Figure 62: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Automotive, 2023 – 2031
Figure 63: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Energy & Utility, 2023 – 2031
Figure 64: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Healthcare, 2023 – 2031
Figure 65: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Retail, 2023 – 2031
Figure 66: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Transportation, 2023 – 2031
Figure 67: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Smart Homes & Cities, 2023 – 2031
Figure 68: Europe Edge AI Market Absolute Opportunity (US$ Bn), by Others, 2023 – 2031
Figure 69: Europe Edge AI Market Value Share Analysis, by Country, 2023
Figure 70: Europe Edge AI Market Value Share Analysis, by Country, 2031
Figure 71: Germany Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 72: U.K. Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 73: France Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 74: Spain Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 75: Italy Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 76: Asia Pacific Edge AI Market Absolute Dollar Opportunity
Figure 77: Asia Pacific Edge AI Market Value Share Analysis, by Component, 2023
Figure 78: Asia Pacific Edge AI Market Value Share Analysis, by Component, 2031
Figure 79: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Hardware, 2023 – 2031
Figure 80: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Software, 2023 – 2031
Figure 81: Asia Pacific Edge AI Market Value Share Analysis, by Industry Vertical, 2023
Figure 82: Asia Pacific Edge AI Market Value Share Analysis, by Industry Vertical, 2031
Figure 83: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Manufacturing, 2023 – 2031
Figure 84: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Automotive, 2023 – 2031
Figure 85: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Energy & Utility, 2023 – 2031
Figure 86: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Healthcare, 2023 – 2031
Figure 87: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Retail, 2023 – 2031
Figure 88: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Transportation, 2023 – 2031
Figure 89: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Smart Homes & Cities, 2023 – 2031
Figure 90: Asia Pacific Edge AI Market Absolute Opportunity (US$ Bn), by Others, 2023 – 2031
Figure 91: Asia Pacific Edge AI Market Value Share Analysis, by Country, 2023
Figure 92: Asia Pacific Edge AI Market Value Share Analysis, by Country, 2031
Figure 93: China Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 94: India Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 95: Japan Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 96: ASEAN Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 97: Middle East & Africa Edge AI Market Absolute Dollar Opportunity
Figure 98: Middle East & Africa Edge AI Market Value Share Analysis, by Component, 2023
Figure 99: Middle East & Africa Edge AI Market Value Share Analysis, by Component, 2031
Figure 100: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Hardware, 2023 – 2031
Figure 101: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Software, 2023 – 2031
Figure 102: Middle East & Africa Edge AI Market Value Share Analysis, by Industry Vertical, 2023
Figure 103: Middle East & Africa Edge AI Market Value Share Analysis, by Industry Vertical, 2031
Figure 104: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Manufacturing, 2023 – 2031
Figure 105: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Automotive, 2023 – 2031
Figure 106: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Energy & Utility, 2023 – 2031
Figure 107: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Healthcare, 2023 – 2031
Figure 108: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Retail, 2023 – 2031
Figure 109: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Transportation, 2023 – 2031
Figure 110: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Smart Homes & Cities, 2023 – 2031
Figure 111: Middle East & Africa Edge AI Market Absolute Opportunity (US$ Bn), by Others, 2023 – 2031
Figure 112: Middle East & Africa Edge AI Market Value Share Analysis, by Country, 2023
Figure 113: Middle East & Africa Edge AI Market Value Share Analysis, by Country, 2031
Figure 114: Saudi Arabia Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 115: United Arab Emirates Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 116: South Africa Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 117: South America Edge AI Market Absolute Dollar Opportunity
Figure 118: South America Edge AI Market Value Share Analysis, by Component, 2023
Figure 119: South America Edge AI Market Value Share Analysis, by Component, 2031
Figure 120: South America Edge AI Market Absolute Opportunity (US$ Bn), by Hardware, 2023 – 2031
Figure 121: South America Edge AI Market Absolute Opportunity (US$ Bn), by Software, 2023 – 2031
Figure 122: South America Edge AI Market Value Share Analysis, by Industry Vertical, 2023
Figure 123: South America Edge AI Market Value Share Analysis, by Industry Vertical, 2031
Figure 124: South America Edge AI Market Absolute Opportunity (US$ Bn), by Manufacturing, 2023 – 2031
Figure 125: South America Edge AI Market Absolute Opportunity (US$ Bn), by Automotive, 2023 – 2031
Figure 126: South America Edge AI Market Absolute Opportunity (US$ Bn), by Energy & Utility, 2023 – 2031
Figure 127: South America Edge AI Market Absolute Opportunity (US$ Bn), by Healthcare, 2023 – 2031
Figure 128: South America Edge AI Market Absolute Opportunity (US$ Bn), by Retail, 2023 – 2031
Figure 129: South America Edge AI Market Absolute Opportunity (US$ Bn), by Transportation, 2023 – 2031
Figure 130: South America Edge AI Market Absolute Opportunity (US$ Bn), by Smart Homes & Cities, 2023 – 2031
Figure 131: South America Edge AI Market Absolute Opportunity (US$ Bn), by Others, 2023 – 2031
Figure 132: South America Edge AI Market Value Share Analysis, by Country, 2023
Figure 133: South America Edge AI Market Value Share Analysis, by Country, 2031
Figure 134: Brazil Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
Figure 135: Argentina Edge AI Market Opportunity Growth Analysis (US$ Bn) Forecast, 2023 – 2031
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