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    Edge AI Software Market Analysis

    ID: MRFR/ICT/9116-CR
    141 Pages
    Aarti Dhapte
    April 2023

    Edge AI Software Market Research Report Information By Data Source (Video and Image Recognition, Speech Recognition, Biometric Data, Sensor Data, and Mobile Data), By Component (Solution and Services), By Application (Autonomous Vehicle, Access Management, Video Surveillance, Remote Monitoring & Predictive Maintenance, Telemetry, Energy Management, and Others), And By Region (North America,...

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    Market Analysis

    In-depth Analysis of Edge AI Software Market Industry Landscape

    The Edge AI software market is shaped by edge figuring and artificial intelligence, taking into account the growing need for continuous information processing and analysis at the organization's edge. Edge AI takes information management away from uniform cloud frameworks to decentralized, on-gadget computation. The need for faster response times, reduced dormancy, and improved security in smart devices to current computers drives this move. The rapid expansion of IoT devices is driving the Edge AI software industry. As the number of connected devices grows, there is a compelling need to manage data locally, at the organization's edge, rather than transmitting it to cloud servers. Edge AI software allows edge devices to do smart computations independently without relying on server farms. The Edge AI software business relies heavily on broadcast communications. Telecom managers are embracing Edge AI to improve efficiency and performance. Telecom companies may improve transfer speed, idleness, and administration by transmitting AI computations at the organization edge. This integration of Edge AI in media communications benefits network executives and offers up new prospects for vision maintenance and organization security. New companies and IT giants compete for market share in the Edge AI software industry. New firms are pioneering Edge AI solutions for medical services, manufacturing, and retail. Layout players are using their assets to build Edge AI levels for a broad range of use cases. This range of contributions creates a strong market by giving customers options based on their needs. Edge AI software is increasingly dominated by coordinated efforts and groups. Hardware, software, and system integrators are collaborating to synchronize Edge AI capabilities from start to finish. These cooperative initiatives seek to promote Edge AI adoption by providing enterprises with turnkey solutions that boost functional efficiency and dynamic cycles. However, Edge AI software market obstacles persist. AI computations on edge devices must account for power, energy efficiency, and capacity limits. Engineers and organizations wishing to use Edge AI must balance the need for extensive AI capabilities with edge device limits. Information security and protection also impact the industry. As AI processing moves closer to the data source, data security at the edge is prioritized. Designers and associations are investing in strong security measures to guarantee data integrity and client security in Edge AI.

    Market Summary

    The Global Edge AI Software Market is projected to grow from 0.58 USD Billion in 2024 to 5.08 USD Billion by 2035, reflecting a robust growth trajectory.

    Key Market Trends & Highlights

    Edge AI Software Key Trends and Highlights

    • The market is expected to experience a compound annual growth rate (CAGR) of 21.8% from 2025 to 2035.
    • By 2035, the market valuation is anticipated to reach 5.08 USD Billion, indicating substantial expansion.
    • In 2024, the market is valued at 0.58 USD Billion, laying the foundation for future growth.
    • Growing adoption of Edge AI Software due to increasing demand for real-time data processing is a major market driver.

    Market Size & Forecast

    2024 Market Size 0.58 (USD Billion)
    2035 Market Size 5.08 (USD Billion)
    CAGR (2025-2035) 21.8%
    Largest Regional Market Share in 2024 latin_america)

    Major Players

    Microsoft Corporation (US), IBM Corporation (US), Amazon Web Services (US), Nutanix Inc. (US), Synaptics (US), TIBCO Software (US), Octonion SA (Switzerland), Intel Corporation (US), HPE (US), Oracle Corporation (US), Foghorn Systems (US), Gorilla Technology Group (Taiwan), Azion Technologies (US), ClearBlade (US), TACT.Ai Technologies (US), SIXSQ (Geneva), ADAPDIX (US)

    Market Trends

    Growing of cloud computing in business driving the market growth

    Market CAGR for cloud computing technology is driven by the Increasing adoption of cloud computing is driving daily data transfers to the cloud, which is likely to boost cloud workloads. Edge nodes and devices allow businesses to store and retrieve data that requires a real-time reaction and is only needed temporarily. It is made possible by edge AI software solutions. Artificial intelligence is growing as it finds increasing use in various contexts. These apps require a lot of computing power to do their jobs effectively and usefully, especially when dealing with duties like real-time data processing and data capture.

    Additionally, artificial intelligence (AI) technologies normally serviced by a software as a service (SaaS) offering can now function offline or in conditions with low latency or bandwidth requirements thanks to edge computing. Edge AI enables businesses to deploy their machine learning models locally on edge devices, mitigating performance and latency concerns. Real-time input from AI systems can significantly improve essential software. Industrial-scale use cases, such as manufacturing and supply chain, stand to gain the greatest immediate benefits from edge AI.

    Due to the high cost of implementing edge AI systems, most business executives must see a substantial return on investment before making the plunge.

    The efficiency of autonomous vehicles depends on their constant data transmission to the cloud. It is made possible by sophisticated AI and ML technologies that enable these autonomous driving Systems to make decisions. When self-driving cars link up with the network's periphery, they can increase productivity, lower accident rates, boost safety, and ease congestion.

    The integration of edge AI software is poised to revolutionize data processing capabilities, enabling real-time analytics and decision-making at the source of data generation.

    U.S. Department of Commerce

    Edge AI Software Market Market Drivers

    Rising Demand for Real-Time Data Processing

    The Global Edge AI Software Market Industry experiences a notable surge in demand for real-time data processing capabilities. Organizations across various sectors, including manufacturing and healthcare, increasingly rely on edge AI solutions to analyze data at the source, thereby reducing latency and enhancing decision-making. For instance, in smart manufacturing, edge AI enables predictive maintenance by analyzing equipment data in real time. This trend is projected to drive the market's growth, with the industry expected to reach 0.58 USD Billion in 2024 and potentially expand to 5.08 USD Billion by 2035, reflecting a compound annual growth rate of 21.8% from 2025 to 2035.

    Market Segment Insights

    Edge AI Software Data Source Insights

    The Edge AI Software Market segmentation, based on data source includes video and image recognition, speech recognition, biometric data, sensor data and mobile data. The sensor data and mobile data industry is expected to grow the fastest. New capabilities for smartphones, tablets, and wearable devices are emerging as computing spreads into every aspect of society. The computing demands of mobile applications are rapidly increasing to meet the growing popularity of computationally intensive mobile uses, such as virtual reality and real-time online gaming.

    Edge AI Software Component Insights

    The Edge AI Software Market segmentation, based on components, includes solutions and services. The solutions industry is expected to grow fastest and capture the market's largest share. Software solutions on the cutting edge of artificial intelligence enable firms to automate routine administrative tasks and increase output while decreasing costs. Services provided by Edge AI include training and consultancy, system integration and testing, support and maintenance, and standalone solution provisioning.

    Figure 2: Edge AI Software Market, by Component, 2022 & 2032 (USD billion)

    Source: Secondary Research, Primary Research, Market Research Future Database, and Analyst Review

    Edge AI Software Application Insights

    The Edge AI Software Market segmentation, based on application, includes autonomous vehicles, access management, video surveillance, telemetry, energy management, and others. The market for autonomous vehicles is expected to increase at a CAGR of 21.73% from 2022-2032, from $138.8 million. A rise in autonomous vehicle production with the aim of reducing traffic accidents and enhancing transportation systems is a key factor propelling the use of edge AI software in this context.

    Get more detailed insights about Edge AI Software Market Research Report - Global Forecast till 2034

    Regional Insights

    By Region, the study provides market insights into North America, Europe, Asia-Pacific, and the Rest of the World. The North American Edge AI Software market will dominate this market, owing to increased interest and a rising number of edge AI software services initiatives in both countries. In addition, governments across North America are actively working to integrate software-based AI solutions across a wide range of sectors, including public utilities, financial institutions, transportation hubs, and airports.

    Further, the major countries studied in the market report are The U.S., Canada, German, France, the UK, Italy, Spain, China, Japan, India, Australia, South Korea, and Brazil.

    Figure 3: EDGE AI SOFTWARE MARKET SHARE BY REGION 2022 (%)

    EDGE AI SOFTWARE MARKET SHARE BY REGION

    Source: Secondary Research, Primary Research, Market Research Future Database, and Analyst Review

    Europe’s Edge AI Software market accounts for the second-largest market share due to increasing demand in the industrial, automotive, energy, and utility sectors for artificial intelligence in this area. Further, the German Edge AI Software market held the largest market share, and the UK Edge AI Software market was the fastest growing market in the European region

    The Asia-Pacific Edge AI Software Market is expected to grow at the fastest CAGR from 2023 to 2032. The regional market expansion is anticipated to be fueled by the increased investments made by governments and increasing their global footprint by providing cutting-edge technological services to emerging markets. Moreover, China’s Edge AI Software market held the largest market share, and the Indian Edge AI Software market was the fastest growing market in the Asia-Pacific region.

    For instance, Blaize and NEXTY Electronics Corp., a subsidiary of the Toyota Tsusho Group, have formalized NEXTY's status as a Blaize distribution partner to reach the Japanese industrial and automotive industries for edge and AI applications.

    Key Players and Competitive Insights

    Leading market players are investing heavily in research and development to expand their product lines, which will help the Edge AI Software market grow even more. Market participants are also undertaking various strategic activities to expand their global footprint, with important market developments including new product launches, contractual agreements, mergers and acquisitions, higher investments, and collaboration with other organizations. To expand and survive in a more competitive and rising market climate, Edge AI Software industry must offer cost-effective items.

    Manufacturing locally to minimize operational costs is one of the key business tactics used by manufacturers in the global Edge AI Software industry to benefit clients and increase the market sector. In recent years, the Edge AI Software industry has offered some of the most significant technological development.

    Major players in the Edge AI Software market, including Microsoft Corporation (US), IBM Corporation (US), Amazon Web Services (US), Nutanix Inc. (US), Synaptics (US), TIBCO Software (US), Octonion SA (Switzerland), Intel Corporation (US), HPE (US), Oracle Corporation (US), Foghorn Systems (US), Gorilla TechnologyGroup (Taiwan), Azion Technologies (US), ClearBlade (US), TACT.Ai Technologies (US), SIXSQ (Geneva), ADAPDIX (US), and others  are attempting to increase market demand by investing in research and development operations.

    International Business Machines Corporation (IBM) is a Fortune 500 company with operations in more than 175 countries worldwide and is headquartered in Armonk, New York. Hosting and consulting services are also offered in addition to the company's primary focus on computer hardware, middleware, and software for everything from mainframes to nanotechnology. IBM is a company that offers various IT products and services. The firm develops and distributes its hardware and software, providing related services, including hosting and consulting.

    In March 2023, IBM announced that BESTSELLER India, a subsidiary of BESTSELLER based in India, will be working with IBM Consulting to implement critical transformation initiatives to help create an intelligent and autonomous fashion landscape quickly accelerate business growth.

    Adapdix provides Autonomous Systems that quicken the process of going digital. Adapdix technology has been demonstrated to provide AI-enabled performance improvements with market-leading speed and value, as seen by the company's expanding portfolio of Fortune 500 customers. Adapdix is a startup that has called the San Francisco Bay Area home since its inception in 2015. In June 2022, Adapdix acquired Edge Intelligence, the first globally distributed data management platform for analytics built for edge computing and hybrid cloud environments, to further solidify its position as the market leader in AI-powered automation software.

    Key Companies in the Edge AI Software Market market include

    Industry Developments

    • Q2 2024: Edge Impulse raises $60M Series C to expand edge AI software for enterprise IoT Edge Impulse, a leading provider of edge AI development platforms, announced a $60 million Series C funding round to accelerate its enterprise edge AI software offerings and expand global operations.
    • Q2 2024: NVIDIA launches Jetson Thor, new edge AI platform for robotics and autonomous machines NVIDIA unveiled Jetson Thor, a next-generation edge AI platform designed to power robotics, industrial automation, and autonomous machines, enabling advanced AI workloads at the edge.
    • Q2 2024: Microsoft and Qualcomm announce partnership to accelerate edge AI software on Snapdragon platforms Microsoft and Qualcomm Technologies announced a strategic partnership to optimize and deploy Microsoft Azure AI models on Qualcomm's Snapdragon platforms, targeting edge AI software applications in IoT and mobile devices.
    • Q2 2024: Intel acquires EdgeCortex to bolster edge AI software portfolio Intel announced the acquisition of EdgeCortex, a startup specializing in edge AI software orchestration, to enhance its OpenVINO toolkit and expand its edge AI ecosystem.
    • Q3 2024: Siemens and Amazon Web Services launch joint edge AI software suite for industrial automation Siemens and AWS introduced a co-developed edge AI software suite aimed at streamlining industrial automation, enabling real-time analytics and machine learning at the factory floor.
    • Q3 2024: Hailo secures $120M in Series D funding to scale edge AI software and hardware integration Israeli AI chipmaker Hailo raised $120 million in Series D funding to accelerate the development and deployment of its edge AI software stack integrated with its hardware accelerators.
    • Q3 2024: Bosch launches new edge AI software platform for smart manufacturing Bosch announced the launch of a new edge AI software platform designed to optimize manufacturing processes, improve predictive maintenance, and enable real-time quality control in industrial environments.
    • Q4 2024: Google Cloud and Advantech partner to deliver edge AI software solutions for smart cities Google Cloud and Advantech announced a partnership to co-develop and deploy edge AI software solutions tailored for smart city infrastructure, focusing on traffic management and public safety.
    • Q4 2024: Arm unveils new edge AI software development kit for IoT devices Arm launched a new edge AI software development kit aimed at simplifying the deployment of machine learning models on resource-constrained IoT devices.
    • Q1 2025: Sony Semiconductor Solutions acquires edge AI software startup Imagimob Sony Semiconductor Solutions completed the acquisition of Imagimob, a Swedish edge AI software startup, to strengthen its AI capabilities for embedded and IoT applications.
    • Q1 2025: Edgeworx raises $40M Series B to expand edge AI orchestration software Edgeworx, a provider of edge AI orchestration software, secured $40 million in Series B funding to scale its platform and accelerate adoption in industrial and telecom sectors.
    • Q2 2025: ABB and IBM announce partnership to integrate edge AI software in energy management systems ABB and IBM revealed a new partnership to integrate edge AI software into ABB's energy management systems, aiming to enhance real-time analytics and operational efficiency for utilities and industrial clients.

    Future Outlook

    Edge AI Software Market Future Outlook

    The Edge AI Software Market is projected to grow at a 21.8% CAGR from 2024 to 2035, driven by advancements in IoT, increased data processing needs, and enhanced machine learning capabilities.

    New opportunities lie in:

    • Develop niche applications for smart cities leveraging edge AI for real-time data analytics.
    • Invest in partnerships with telecom companies to enhance 5G integration with edge AI solutions.
    • Create robust cybersecurity frameworks tailored for edge AI deployments to ensure data integrity.

    By 2035, the Edge AI Software Market is expected to achieve substantial growth, solidifying its critical role in digital transformation.

    Market Segmentation

    Edge AI Software Regional Outlook

    • US
    • Canada

    Edge AI Software Component Outlook

    • Solution
    • Services

    Edge AI Software Application Outlook

    • Autonomous Vehicles
    • Access Management
    • Video Surveillance
    • Remote Monitoring & Predictive Maintenance
    • Telemetry
    • Energy Management

    Edge AI Software Data Source Outlook

    • Video and Image Recognition
    • Speech Recognition
    • Biometric Data
    • Sensor Data
    • Mobile Data

    Report Scope

    Report Attribute/Metric Details
    Market Size 2024 0.58 (USD Billion)
    Market Size 2025 0.71 (USD Billion)
    Market Size 2034 4.17 (USD Billion)
    Compound Annual Growth Rate (CAGR) 21.73% (2025 - 2034)
    Report Coverage Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
    Base Year 2024
    Market Forecast Period 2025 - 2034
    Historical Data 2019 - 2023
    Market Forecast Units USD Billion
    Segments Covered Data Source, Component, Application, and Region
    Geographies Covered   North America, Europe, Asia Pacific, and the Rest of the World
    Countries Covered The U.S., Canada, German, France, the UK, Italy, Spain, China, Japan, India, Australia, South Korea, and Brazil
        Key Companies Profiled     Microsoft Corporation (US), IBM Corporation (US), Amazon Web Services (US), Nutanix Inc. (US), Synaptics (US), TIBCO Software (US), Octonion SA (Switzerland), Intel Corporation (US), HPE (US), Oracle Corporation (US), Foghorn Systems (US), Gorilla TechnologyGroup (Taiwan), Azion Technologies (US), ClearBlade (US), TACT.Ai Technologies (US), SIXSQ (Geneva), and ADAPDIX (US)
      Key Market Opportunities   The emergence of the 5G network will unify the IT and telecom industries
      Key Market Dynamics Growing need for smart devices with AI at the network's edge

    Market Highlights

    Author

    Aarti Dhapte
    Team Lead - Research

    She holds an experience of about 6+ years in market research and business consulting, working under the spectrum of information communication technology, telecommunications and semiconductor domains. aarti conceptualizes and implements a scalable business strategy and provides strategic leadership to the clients. her expertise lies in market estimation, competitive intelligence, pipeline analysis, customer assessment, etc.

    Leave a Comment

    Latest Comments

    John Doe

    This is a great article! Really helped me understand the topic better.

    Posted on July 23, 2025, 10:15 AM
    Jane Smith

    Thanks for sharing this. I’ve bookmarked it for later reference.

    Posted on July 22, 2025, 7:45 PM

    FAQs

    How much is the Edge AI Software market?

    The Edge AI Software Market size was valued at USD 0.58 Billion in 2024.

    What is the growth rate of the Edge AI Software market?

    The global market is projected to grow at a CAGR of 21.73% during the forecast period, 2025-2034.

    Which region held the largest market share in the Edge AI Software market?

    North America had the largest share of the global market.

    Who are the key players in the Edge AI Software market?

    The key players in the market are VMware, Inc (US), Microsoft (US), IBM Corporation (US), Cisco Systems, Inc. (US), BMC Software, Inc. (US), New Relic, Inc. (US), Splunk Inc. (US), ServiceNow (US), Dynatrace LLC (US), Datadog (US),Oracle (US), Broadcom (US), Amazon Web Services, Inc. (US), and Google (US).

    Which component type led the edge AI software market?

    The solution category dominated the market in 2024.

    Which application had the largest market share in the Edge AI Software market?

    Autonomous vehicles had the largest share of the global market.

    1. 'TABLE OF CONTENTS
    2. EXECUTIVE SUMMARY
      1. Market Attractiveness Analysis
        1. Global Edge AI Software Market, by Component
        2. Global Edge AI
    3. Software Market, by Data Source
      1. Global Edge AI Software Market, by Application
        1. Global Edge AI Software Market, by Vertical
        2. Global Edge AI
    4. Software Market, by Region
    5. MARKET INTRODUCTION
      1. Definition
    6. Scope of the Study
      1. Market Structure
    7. RESEARCH METHODOLOGY
    8. Research Process
      1. Primary Research
      2. Secondary Research
    9. Market Size Estimation
      1. Forecast Model
      2. List of Assumptions
    10. MARKET DYNAMICS
      1. Introduction
      2. Drivers
        1. Increasing
    11. Need for Real-Time Operations Including Data Creation
      1. Increasing Demand
    12. for Edge AI-Enabled Devices
      1. Growing Emergence of 5G Network Connectivity
      2. Restraints
        1. Data Scarcity at Edge
        2. Data Conistency
    13. on Edge Devices
      1. Opportunities
        1. Increased Levels of Security
    14. in Terms of Data Privacy
      1. Reduceed Costs & Latency for Data Communication
        1. Edge AI Poised to Overcome Cloud Computing Challenges
      2. Impact
    15. of COVID-19 on the Market
      1. Impact on IT Industry
        1. Driving
    16. Operational Responsiveness Through Edge Computing
      1. Increasing AI Applications
    17. for COVID-19 Pandemic
    18. MARKET FACTOR ANALYSIS
      1. Value Chain Analysis
      2. Market Alerts
      3. Technological Trends
    19. GLOBAL EDGE AI SOFTWARE
    20. MARKET, BY COMPONENT
      1. Introduction
      2. Solution
        1. Software
    21. Tools
      1. Platform
      2. Services
        1. Training & Consultation
    22. Services
      1. System Integration & Testing
        1. Support &
    23. Maintenance
    24. GLOBAL EDGE AI SOFTWARE MARKET, BY DATA SOURCE
      1. Introduction
      2. Video and Image Recognition
      3. Speech Recognition
      4. Biometric
    25. Data
      1. Sensor Data
      2. Mobile Data
    26. GLOBAL EDGE AI SOFTWARE
    27. MARKET, BY APPLICATION
      1. Introduction
      2. Autonomous Vehicles
    28. Access Management
      1. Video Surveillance
      2. Remote Monitoring &
    29. Predictive Maintenance
      1. Telemetry
      2. Energy Management
    30. Others
    31. GLOBAL EDGE AI SOFTWARE MARKET, BY VERTICAL
      1. Introduction
      2. Government & Public
      3. Manufacturing
      4. Automotive
    32. Energy & Utilities
      1. Telecom
      2. Healthcare
      3. Others
    33. GLOBAL EDGE AI SOFTWARE MARKET, BY REGION
      1. Introduction
    34. North America
      1. Market Size & Estimates, by Country, 2023-2032
        1. Market Size & Estimates, by Component, 2023–2032
    35. Market Size & Estimates, by Data Source, 2023–2032
      1. Market
    36. Size & Estimates, by Application, 2023–2032
      1. Market Size &
    37. Estimates, by Vertical, 2023–2032
      1. US
        1. Market Size
    38. & Estimates, by Component, 2023–2032
      1. Market Size &
    39. Estimates, by Data Source, 2023–2032
      1. Market Size & Estimates,
    40. by Application, 2023–2032
      1. Market Size & Estimates, by Vertical,
        1. Canada
    41. by Component, 2023–2032
      1. Market Size & Estimates, by Data
    42. Source, 2023–2032
      1. Market Size & Estimates, by Application,
        1. Market Size & Estimates, by Vertical, 2023–2032
        2. Mexico
    43. Market Size & Estimates, by Application, 2023–2032
      1. Market
    44. Size & Estimates, by Vertical, 2023–2032
      1. Europe
    45. Market Size & Estimates, by Country, 2023-2032
      1. Market Size &
    46. Estimates, by Component, 2023–2032
      1. Market Size & Estimates,
    47. by Data Source, 2023–2032
      1. Market Size & Estimates, by Application,
        1. Market Size & Estimates, by Vertical, 2023–2032
        2. UK
    48. Market Size & Estimates, by Application, 2023–2032
      1. Market
    49. Size & Estimates, by Vertical, 2023–2032
      1. Germany
    50. Market Size & Estimates, by Component, 2023–2032
      1. Market
    51. Size & Estimates, by Data Source, 2023–2032
      1. Market Size
    52. & Estimates, by Application, 2023–2032
      1. Market Size &
    53. Estimates, by Vertical, 2023–2032
      1. France
        1. Market
    54. Size & Estimates, by Component, 2023–2032
      1. Market Size &
    55. Estimates, by Data Source, 2023–2032
      1. Market Size & Estimates,
    56. by Application, 2023–2032
      1. Market Size & Estimates, by Vertical,
        1. Rest of Europe
    57. by Component, 2023–2032
      1. Market Size & Estimates, by Data
    58. Source, 2023–2032
      1. Market Size & Estimates, by Application,
        1. Market Size & Estimates, by Vertical, 2023–2032
      2. Asia-Pacific
        1. Market Size & Estimates, by Country, 2023-2032
        2. Market Size & Estimates, by Component, 2023–2032
    59. Market Size & Estimates, by Data Source, 2023–2032
      1. Market
    60. Size & Estimates, by Application, 2023–2032
      1. Market Size &
    61. Estimates, by Vertical, 2023–2032
      1. China
        1. Market
    62. Size & Estimates, by Component, 2023–2032
      1. Market Size &
    63. Estimates, by Data Source, 2023–2032
      1. Market Size & Estimates,
    64. by Application, 2023–2032
      1. Market Size & Estimates, by Vertical,
        1. India
    65. Component, 2023–2032
      1. Market Size & Estimates, by Data Source,
        1. Market Size & Estimates, by Application, 2023–2032
    66. Japan
      1. Market Size & Estimates, by Component, 2023–2032
        1. Market Size & Estimates, by Data Source, 2023–2032
    67. Market Size & Estimates, by Application, 2023–2032
      1. Market
    68. Size & Estimates, by Vertical, 2023–2032
      1. Rest of Asia-Pacific
        1. Market Size & Estimates, by Component, 2023–2032
    69. Market Size & Estimates, by Data Source, 2023–2032
      1. Market
    70. Size & Estimates, by Application, 2023–2032
      1. Market Size
    71. & Estimates, by Vertical, 2023–2032
      1. Middle East & Africa
        1. Market Size & Estimates, by Component, 2023–2032
    72. Market Size & Estimates, by Data Source, 2023–2032
      1. Market
    73. Size & Estimates, by Application, 2023–2032
      1. Market Size &
    74. Estimates, by Vertical, 2023–2032
      1. South America
        1. Market
    75. Size & Estimates, by Component, 2023–2032
      1. Market Size &
    76. Estimates, by Data Source, 2023–2032
      1. Market Size & Estimates,
    77. by Application, 2023–2032
      1. Market Size & Estimates, by Vertical,
    78. COMPETITIVE LANDSCAPE
      1. Introduction
    79. Vendor Share Analysis, 2023
      1. Competitive Benchmarking
      2. Recent
    80. Developments
      1. New Product Launches
        1. Mergers and Acquisitions
        2. Partnerships/Agreements/Collaborations
        3. Business Expansions
    81. COMPANY PROFILES
      1. Microsoft Corporation
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      2. IBM Corporation
        1. Company Overview
        2. Financial Overview
        3. Products
    82. Offered
      1. Key Developments
        1. SWOT Analysis
        2. Key
    83. Strategies
      1. Amazon Web Services
        1. Company Overview
    84. Financial Overview
      1. Products Offered
        1. Key Developments
        2. SWOT Analysis
        3. Key Strategies
      2. Nutanix Inc.
    85. Company Overview
      1. Financial Overview
        1. Products Offered
        2. Key Developments
        3. SWOT Analysis
        4. Key Strategies
      2. TIBCO Software
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      3. Octonion SA
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      4. Intel Corporation
        1. Company Overview
        2. Financial Overview
        3. Products
    86. Offered
      1. Key Developments
        1. SWOT Analysis
        2. Key
    87. Strategies
      1. HPE Company
        1. Company Overview
        2. Financial
    88. Overview
      1. Products Offered
        1. Key Developments
    89. SWOT Analysis
      1. Key Strategies
      2. Oracle Corporation
    90. Company Overview
      1. Financial Overview
        1. Products Offered
        2. Key Developments
        3. SWOT Analysis
        4. Key Strategies
      2. Foghorn Systems
        1. Company Overview
        2. Financial
    91. Overview
      1. Products Offered
        1. Key Developments
    92. SWOT Analysis
      1. Key Strategies
      2. Gorilla Technology Group
        1. Company Overview
        2. Financial Overview
        3. Products
    93. Offered
      1. Key Developments
        1. SWOT Analysis
    94. Key Strategies
      1. Azion Technologies
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      2. ClearBlade
        1. Company Overview
        2. Financial Overview
        3. Products
    95. Offered
      1. Key Developments
        1. SWOT Analysis
    96. Key Strategies
      1. TACT.Ai Technologies
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      2. SIXSQ
    97. Company Overview
      1. Financial Overview
        1. Products Offered
        2. Key Developments
        3. SWOT Analysis
        4. Key Strategies
      2. Adapdix
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
      3. Alef Edge
        1. Company Overview
        2. Financial Overview
        3. Products Offered
        4. Key Developments
        5. SWOT Analysis
        6. Key Strategies
    98. APPENDIX
    99. Discussion Blueprint
    100. –2032 (USD MILLION)
    101. SOURCE, 2023–2032 (USD MILLION)
    102. BY APPLICATION, 2023–2032 (USD MILLION)
    103. MARKET, BY VERTICAL, 2023–2032 (USD MILLION)
    104. MARKET, BY REGION, 2023–2032 (USD MILLION)
    105. AI SOFTWARE MARKET, BY COUNTRY, 2023–2032 (USD MILLION)
    106. AMERICA :EDGE AI SOFTWARE MARKET, BY COMPONENT, 2023–2032 (USD MILLION)
    107. (USD MILLION)
    108. –2032 (USD MILLION)
    109. BY VERTICAL, 2023–2032 (USD MILLION)
    110. BY COMPONENT, 2023–2032 (USD MILLION)
    111. BY DATA SOURCE, 2023–2032 (USD MILLION)
    112. MARKET, BY APPLICATION, 2023–2032 (USD MILLION)
    113. MARKET, BY VERTICAL, 2023–2032 (USD MILLION)
    114. SOFTWARE MARKET, BY COMPONENT, 2023–2032 (USD MILLION)
    115. EDGE AI SOFTWARE MARKET, BY DATA SOURCE, 2023–2032 (USD MILLION)
    116. CANADA: EDGE AI SOFTWARE MARKET, BY APPLICATION, 2023–2032 (USD MILLION)
    117. MILLION)
    118. (USD MILLION)
    119. (USD MILLION)
    120. (USD MILLION)
    121. (USD MILLION)
    122. (USD MILLION)
    123. (USD MILLION)
    124. (USD MILLION)
    125. (USD MILLION)
    126. (USD MILLION)
    127. (USD MILLION)
    128. (USD MILLION)
    129. (USD MILLION)
    130. (USD MILLION)
    131. (USD MILLION)
    132. (USD MILLION)
    133. (USD MILLION)
    134. (USD MILLION)
    135. (USD MILLION)
    136. –2032 (USD MILLION)
    137. BY DATA SOURCE, 2023–2032 (USD MILLION)
    138. AI SOFTWARE MARKET, BY APPLICATION, 2023–2032 (USD MILLION)
    139. REST OF EUROPE: EDGE AI SOFTWARE MARKET, BY VERTICAL, 2023–2032 (USD MILLION)
    140. (USD MILLION)
    141. –2032 (USD MILLION)
    142. BY APPLICATION, 2023–2032 (USD MILLION)
    143. SOFTWARE MARKET, BY VERTICAL, 2023–2032 (USD MILLION)
    144. EDGE AI SOFTWARE MARKET, BY REGION, 2023–2032 (USD MILLION)
    145. CHINA: EDGE AI SOFTWARE MARKET, BY COMPONENT, 2023–2032 (USD MILLION)
    146. CHINA: EDGE AI SOFTWARE MARKET, BY DATA SOURCE, 2023–2032 (USD MILLION)
    147. MILLION)
    148. (USD MILLION)
    149. (USD MILLION)
    150. (USD MILLION)
    151. (USD MILLION)
    152. (USD MILLION)
    153. (USD MILLION)
    154. (USD MILLION)
    155. (USD MILLION)
    156. (USD MILLION)
    157. –2032 (USD MILLION)
    158. MARKET, BY DATA SOURCE, 2023–2032 (USD MILLION)
    159. EDGE AI SOFTWARE MARKET, BY APPLICATION, 2023–2032 (USD MILLION)
    160. REST OF ASIA-PACIFIC: EDGE AI SOFTWARE MARKET, BY VERTICAL, 2023–2032 (USD
    161. MILLION)
    162. –2032 (USD MILLION)
    163. MARKET, BY DATA SOURCE, 2023–2032 (USD MILLION)
    164. & AFRICA: EDGE AI SOFTWARE MARKET, BY APPLICATION, 2023–2032 (USD MILLION)
    165. (USD MILLION)
    166. –2032 (USD MILLION)
    167. BY DATA SOURCE, 2023–2032 (USD MILLION)
    168. AI SOFTWARE MARKET, BY APPLICATION, 2023–2032 (USD MILLION)
    169. SOUTH AMERICA: EDGE AI SOFTWARE MARKET, BY VERTICAL, 2023–2032 (USD MILLION)
    170. RESEARCH PROCESS OF MRFR
    171. GLOBAL EDGE AI SOFTWARE MARKET, BY COMPONENT, 2023–2032 (USD MILLION)
    172. MILLION)
    173. (USD MILLION)
    174. (USD MILLION)
    175. (USD MILLION)
    176. –2032 (USD MILLION)
    177. BY COMPONENT, 2023–2032 (USD MILLION)
    178. SOFTWARE Market, BY DATA SOURCE, 2023–2032 (USD MILLION)
    179. AMERICA: EDGE AI SOFTWARE Market, BY APPLICATION, 2023–2032 (USD MILLION)
    180. (USD MILLION)
    181. (USD MILLION)
    182. (USD MILLION)
    183. (USD MILLION)
    184. (USD MILLION)
    185. (USD MILLION)
    186. –2032 (USD MILLION)
    187. BY COMPONENT, 2023–2032 (USD MILLION)
    188. SOFTWARE Market, BY DATA SOURCE, 2023–2032 (USD MILLION)
    189. EDGE AI SOFTWARE Market, BY APPLICATION, 2023–2032 (USD MILLION)
    190. ASIA-PACIFIC: EDGE AI SOFTWARE MARKET, BY VERTICAL, 2023–2032 (USD MILLION)
    191. (USD MILLION)
    192. BY COMPONENT, 2023–2032 (USD MILLION)
    193. EDGE AI SOFTWARE Market, BY DATA SOURCE, 2023–2032 (USD MILLION)
    194. MIDDLE EAST & AFRICA: EDGE AI SOFTWARE Market, BY APPLICATION, 2023–2032
    195. (USD MILLION)
    196. BY VERTICAL, 2023–2032 (USD MILLION)
    197. SOFTWARE MARKET, BY COMPONENT, 2023–2032 (USD MILLION)
    198. AMERICA: EDGE AI SOFTWARE Market, BY DATA SOURCE, 2023–2032 (USD MILLION)
    199. (USD MILLION)
    200. –2032 (USD MILLION)'

    Edge AI Software Market Segmentation

    Market Segmentation Overview

    • Detailed segmentation data will be available in the full report
    • Comprehensive analysis by multiple parameters
    • Regional and country-level breakdowns
    • Market size forecasts by segment
    Infographic

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