Edge AI Software Market was valued at US$ 666.66 Mn in 2022 and is expected to reach US$ 3073.6 Mn by 2029, at a CAGR of 24.4% during a forecast period. The report includes an analysis of the impact of COVID-19 lockdown on the revenue of market leaders, followers, and disruptors. Since the lockdown was implemented differently in various regions and countries; the impact of the same is also seen differently by regions and segments. The report has covered the current short-term and long-term impact on the market, and it would help the decision-makers to prepare the outline and strategies for companies by region.To know about the Research Methodology:-Request Free Sample Report
Edge AI Software Market Dynamics
Artificial intelligence (AI) processing today is generally done in a cloud-based data center. The majority of AI processing is dominated by training deep learning models, which need heavy compute capacity. Edge AI processing currently is focused on moving the inference part of the AI workflow to the device, keeping data constrained to the device. There are various reasons why AI processing is moving to the edge device, depending on the application. Security, cost, latency, privacy, & bandwidth all essential to being considered when evaluating cloud versus edge processing.Edge AI Software Market Segment Analysis
The major factors driving the market growth include the growing enterprise workloads on the cloud and rapid growth in the number of intelligent applications. The increasing adoption of edge AI software in autonomous vehicles’ applications could offer growth opportunities for the AI edge software vendors in the market. In terms of data source, the mobile data source segment is expected to grow at the highest rate throughout the forecast period, owing to the increasing demand to deploy edge AI software to analyze massive amounts of data generated by mobile devices. The energy and utilities vertical are dominating the global market. The energy and utility vertical comprise high-stake, technology-driven operations, which depend on real-time insights to provide proactive monitoring and protection besides machinery and equipment failure. Mainly operations happen in a remote area and lack reliable network infrastructure; edge AI software provides data analytics on edge devices to enable a real-time response, which is essential for extreme production and safety.Edge AI Software Market Regional Insights
Region-wise, North America is the important income-creating region in the market globally. North America is seeing significant improvements in the edge AI software space. Various AI service suppliers in North America are testing in the market by incorporating ML and AI functionalities with their present edge AI solutions. They are furthermore embracing different development methodologies to reinforce their situation in the market. Google is one of the main technology players in the market. It relies heavily on its organic growth strategy and continuously goals for upcoming up with innovative next-gen products. Google is making major R&D investments in areas of strategic focus, for instance, advertising, cloud, ML, and search, as well as, new products and services. Google has made important investments and advancements in AI. The objective of the report is to present a comprehensive assessment of the market and contains thoughtful insights, facts, historical data, industry-validated market data, and projections with a suitable set of assumptions and methodology. The report also helps in understanding global market dynamics, structure by identifying and analyzing the market segments and project the global market size. Further, the report also focuses on the competitive analysis of key players by product, price, financial position, product portfolio, growth strategies, and regional presence.Edge AI Software Market, Key Highlights:
Global Edge AI Software Market analysis and forecast, in terms of value. Comprehensive study and analysis of market drivers, restraints and opportunities influencing the growth of the global market Edge AI Software Market segmentation on the basis of type, source, end-user, and region (country-wise) has been provided. Global Edge AI Software Market strategic analysis with respect to individual growth trends, future prospects along with the contribution of various sub-market stakeholders have been considered under the scope of study. Global Edge AI Software Market analysis and forecast for five major regions namely North America, Europe, Asia Pacific, the Middle East & Africa (MEA) and Latin America along with country-wise segmentation. Profiles of key industry players, their strategic perspective, market positioning and analysis of core competencies are further profiled. Competitive developments, investments, strategic expansion and competitive landscape of the key players operating in the global market are also profiled.Edge AI Software Market Scope: Inquire before buying
Edge AI Software Market Report Coverage Details Base Year: 2022 Forecast Period: 2023-2029 Historical Data: 2018 to 2022 Market Size in 2022: US $ 666.66 Mn. Forecast Period 2023 to 2029 CAGR: 24.4% Market Size in 2029: US $ 3073.6 Mn. Segments Covered: by Component Solutions Software Tools Platform Services Training and Consulting Services System Integration and Testing Support and Maintenance by Data Source Video and Image Recognition Speech Recognition Biometric Data Sensor Data Mobile Data by Application Autonomous Vehicles Access Management Video Surveillance Remote Monitoring and Predictive Maintenance Telemetry Energy Management Others by Verticals Government and Public Manufacturing Automotive Energy and Utilities Telecom Healthcare Edge AI Software Market, by Region
North America (United States, Canada and Mexico) Europe (UK, France, Germany, Italy, Spain, Sweden, Austria and Rest of Europe) Asia Pacific (China, South Korea, Japan, India, Australia, Indonesia, Malaysia, Vietnam, Taiwan, Bangladesh, Pakistan and Rest of APAC) Middle East and Africa (South Africa, GCC, Egypt, Nigeria and Rest of ME&A) South America (Brazil, Argentina Rest of South America)Edge AI Software Market Key Players:
1. Google 2. Microsoft 3. AWS 4. IBM 5. Nutanix 6. Tibco 7. Octonion 8. Swim.AI 9. Imagimob 10. Anagog 11. Veea 12. Foghorn Systems 13. Xnor.AI 14. Bragi 15. Invision AI 16. Tact.AIFrequently Asked questions
1. What is the market size of the Global Edge AI Software Market in 2022? Ans. The market size Global Edge AI Software Market in 2022 was US$ 666.66 Million. 2. What are the different segments of the Global Edge AI Software Market? Ans. The Global market is divided into Component, Application, Data Source and Verticals. 3. What is the study period of this market? Ans. The Global market will be studied from 2022 to 2029. 4. Which region is expected to hold the highest Global Edge AI Software Market share? Ans. The Asia Pacific dominates the market share in the market. 5. What is the Forecast Period of Global Edge AI Software Market? Ans. The Forecast Period of the market is 2023-2029 in the market.
Global Edge AI Software Market
1. Preface 1.1. Report Scope and Market Segmentation 1.2. Research Highlights 1.3. Research Objectives 2. Assumptions and Research Methodology 2.1. Report Assumptions 2.2. Abbreviations 2.3. Research Methodology 2.3.1. Secondary Research 2.3.1.1. Secondary data 2.3.1.2. Secondary Sources 2.3.2. Primary Research 2.3.2.1. Data from Primary Sources 2.3.2.2. Breakdown of Primary Sources 3. Executive Summary: Global Edge AI Software Market Size, by Market Value (US$ Mn) 4. Market Overview 4.1. Introduction 4.2. Market Indicator 4.2.1. Drivers 4.2.2. Restraints 4.2.3. Opportunities 4.2.4. Challenges 4.3. Porter’s Analysis 4.4. Value Chain Analysis 4.5. Market Risk Analysis 4.6. SWOT Analysis 4.7. Industry Trends and Emerging Technologies 5. Supply Side and Demand Side Indicators 6. Global Edge AI Software Market Analysis and Forecast 6.1. Global Edge AI Software Market Size & Y-o-Y Growth Analysis 6.1.1. North America 6.1.2. Europe 6.1.3. Asia Pacific 6.1.4. Middle East & Africa 6.1.5. South America 7. Global Edge AI Software Market Analysis and Forecast, by Component 7.1. Introduction and Definition 7.2. Key Findings 7.3. Global Edge AI Software Market Value Share Analysis, by Component 7.4. Global Edge AI Software Market Size (US$ Mn) Forecast, by Component 7.5. Global Edge AI Software Market Analysis, by Component 7.6. Global Edge AI Software Market Attractiveness Analysis, by Component 8. Global Edge AI Software Market Analysis and Forecast, by Verticals 8.1. Introduction and Definition 8.2. Key Findings 8.3. Global Edge AI Software Market Value Share Analysis, by Verticals 8.4. Global Edge AI Software Market Size (US$ Mn) Forecast, by Verticals 8.5. Global Edge AI Software Market Analysis, by Verticals 8.6. Global Edge AI Software Market Attractiveness Analysis, by Verticals 9. Global Edge AI Software Market Analysis and Forecast, by Data Source 9.1. Introduction and Definition 9.2. Key Findings 9.3. Global Edge AI Software Market Value Share Analysis, by Data Source 9.4. Global Edge AI Software Market Size (US$ Mn) Forecast, by Data Source 9.5. Global Edge AI Software Market Analysis, by Data Source 9.6. Global Edge AI Software Market Attractiveness Analysis, by Data Source 10. Global Edge AI Software Market Analysis and Forecast, by Application 10.1. Introduction and Definition 10.2. Key Findings 10.3. Global Edge AI Software Market Value Share Analysis, by Application 10.4. Global Edge AI Software Market Size (US$ Mn) Forecast, by Application 10.5. Global Edge AI Software Market Analysis, by Application 10.6. Global Edge AI Software Market Attractiveness Analysis, by Application 11. Global Edge AI Software Market Analysis, by Region 11.1. Global Edge AI Software Market Value Share Analysis, by Region 11.2. Global Edge AI Software Market Size (US$ Mn) Forecast, by Region 11.3. Global Edge AI Software Market Attractiveness Analysis, by Region 12. North America Edge AI Software Market Analysis 12.1. Key Findings 12.2. North America Edge AI Software Market Overview 12.3. North America Edge AI Software Market Value Share Analysis, by Component 12.4. North America Edge AI Software Market Forecast, by Component 12.4.1. Solutions 12.4.1.1. Software Tools 12.4.1.2. Platform 12.4.2. Services 12.4.2.1. Training and Consulting Services 12.4.2.2. System Integration and Testing 12.4.2.3. Support and Maintenance 12.5. North America Edge AI Software Market Value Share Analysis, by Verticals 12.6. North America Edge AI Software Market Forecast, by Verticals 12.6.1. Government and Public 12.6.2. Manufacturing 12.6.3. Automotive 12.6.4. Energy and Utilities 12.6.5. Telecom 12.6.6. Healthcare 12.7. North America Edge AI Software Market Value Share Analysis, by Data Source 12.8. North America Edge AI Software Market Forecast, by Data Source 12.8.1. Video and Image Recognition 12.8.2. Speech Recognition 12.8.3. Biometric Data 12.8.4. Sensor Data 12.8.5. Mobile Data 12.9. North America Edge AI Software Market Value Share Analysis, by Application 12.10. North America Edge AI Software Market Forecast, by Application 12.10.1. Autonomous Vehicles 12.10.2. Access Management 12.10.3. Video Surveillance 12.10.4. Remote Monitoring and Predictive Maintenance 12.10.5. Telemetry 12.10.6. Energy Management 12.10.7. Others 12.11. North America Edge AI Software Market Value Share Analysis, by Country 12.12. North America Edge AI Software Market Forecast, by Country 12.12.1. U.S. 12.12.2. Canada 12.13. North America Edge AI Software Market Analysis, by Country 12.14. U.S. Edge AI Software Market Forecast, by Component 12.14.1. Solutions 12.14.1.1. Software Tools 12.14.1.2. Platform 12.14.2. Services 12.14.2.1. Training and Consulting Services 12.14.2.2. System Integration and Testing 12.14.2.3. Support and Maintenance 12.15. U.S. Edge AI Software Market Forecast, by Verticals 12.15.1. Government and Public 12.15.2. Manufacturing 12.15.3. Automotive 12.15.4. Energy and Utilities 12.15.5. Telecom 12.15.6. Healthcare 12.16. U.S. Edge AI Software Market Forecast, by Data Source 12.16.1. Video and Image Recognition 12.16.2. Speech Recognition 12.16.3. Biometric Data 12.16.4. Sensor Data 12.16.5. Mobile Data 12.17. U.S. Edge AI Software Market Forecast, by Application 12.17.1. Autonomous Vehicles 12.17.2. Access Management 12.17.3. Video Surveillance 12.17.4. Remote Monitoring and Predictive Maintenance 12.17.5. Telemetry 12.17.6. Energy Management 12.17.7. Others 12.18. Canada Edge AI Software Market Forecast, by Component 12.18.1. Solutions 12.18.1.1. Software Tools 12.18.1.2. Platform 12.18.2. Services 12.18.2.1. Training and Consulting Services 12.18.2.2. System Integration and Testing 12.18.2.3. Support and Maintenance 12.19. Canada Edge AI Software Market Forecast, by Verticals 12.19.1. Government and Public 12.19.2. Manufacturing 12.19.3. Automotive 12.19.4. Energy and Utilities 12.19.5. Telecom 12.19.6. Healthcare 12.20. Canada Edge AI Software Market Forecast, by Data Source 12.20.1. Video and Image Recognition 12.20.2. Speech Recognition 12.20.3. Biometric Data 12.20.4. Sensor Data 12.20.5. Mobile Data 12.21. Canada Edge AI Software Market Forecast, by Application 12.21.1. Autonomous Vehicles 12.21.2. Access Management 12.21.3. Video Surveillance 12.21.4. Remote Monitoring and Predictive Maintenance 12.21.5. Telemetry 12.21.6. Energy Management 12.21.7. Others 12.22. North America Edge AI Software Market Attractiveness Analysis 12.22.1. By Component 12.22.2. By Verticals 12.22.3. By Data Source 12.22.4. By Application 12.23. PEST Analysis 12.24. Key Trends 12.25. Key Developments 13. Europe Edge AI Software Market Analysis 13.1. Key Findings 13.2. Europe Edge AI Software Market Overview 13.3. Europe Edge AI Software Market Value Share Analysis, by Component 13.4. Europe Edge AI Software Market Forecast, by Component 13.4.1.1. Solutions 13.4.1.1.1. Software Tools 13.4.1.1.2. Platform 13.4.1.2. Services 13.4.1.2.1. Training and Consulting Services 13.4.1.2.2. System Integration and Testing 13.4.1.2.3. Support and Maintenance 13.5. Europe Edge AI Software Market Value Share Analysis, by Verticals 13.6. Europe Edge AI Software Market Forecast, by Verticals 13.6.1. Government and Public 13.6.2. Manufacturing 13.6.3. Automotive 13.6.4. Energy and Utilities 13.6.5. Telecom 13.6.6. Healthcare 13.7. Europe Edge AI Software Market Value Share Analysis, by Data Source 13.8. Europe Edge AI Software Market Forecast, by Data Source 13.8.1. Video and Image Recognition 13.8.2. Speech Recognition 13.8.3. Biometric Data 13.8.4. Sensor Data 13.8.5. Mobile Data 13.9. Europe Edge AI Software Market Value Share Analysis, by Application 13.10. Europe Edge AI Software Market Forecast, by Application 13.10.1. Autonomous Vehicles 13.10.2. Access Management 13.10.3. Video Surveillance 13.10.4. Remote Monitoring and Predictive Maintenance 13.10.5. Telemetry 13.10.6. Energy Management 13.10.7. Others 13.11. Europe Edge AI Software Market Value Share Analysis, by Country 13.12. Europe Edge AI Software Market Forecast, by Country 13.12.1. Germany 13.12.2. U.K. 13.12.3. France 13.12.4. Italy 13.12.5. Spain 13.12.6. Rest of Europe 13.13. Europe Edge AI Software Market Analysis, by Country 13.14. Germany Edge AI Software Market Forecast, by Component 13.14.1. Solutions 13.14.1.1. Software Tools 13.14.1.2. Platform 13.14.2. Services 13.14.2.1. Training and Consulting Services 13.14.2.2. System Integration and Testing 13.14.2.3. Support and Maintenance 13.15. Germany Edge AI Software Market Forecast, by Verticals 13.15.1. Government and Public 13.15.2. Manufacturing 13.15.3. Automotive 13.15.4. Energy and Utilities 13.15.5. Telecom 13.15.6. Healthcare 13.16. Germany Edge AI Software Market Forecast, by Data Source 13.16.1. Video and Image Recognition 13.16.2. Speech Recognition 13.16.3. Biometric Data 13.16.4. Sensor Data 13.16.5. Mobile Data 13.17. Germany Edge AI Software Market Forecast, by Application 13.17.1. Autonomous Vehicles 13.17.2. Access Management 13.17.3. Video Surveillance 13.17.4. Remote Monitoring and Predictive Maintenance 13.17.5. Telemetry 13.17.6. Energy Management 13.17.7. Others 13.18. U.K. Edge AI Software Market Forecast, by Component 13.18.1. Solutions 13.18.1.1. Software Tools 13.18.1.2. Platform 13.18.2. Services 13.18.2.1. Training and Consulting Services 13.18.2.2. System Integration and Testing 13.18.2.3. Support and Maintenance 13.19. U.K. Edge AI Software Market Forecast, by Verticals 13.19.1. Government and Public 13.19.2. Manufacturing 13.19.3. Automotive 13.19.4. Energy and Utilities 13.19.5. Telecom 13.19.6. Healthcare 13.20. U.K. Edge AI Software Market Forecast, by Data Source 13.20.1. Video and Image Recognition 13.20.2. Speech Recognition 13.20.3. Biometric Data 13.20.4. Sensor Data 13.20.5. Mobile Data 13.21. U.K. Edge AI Software Market Forecast, by Application 13.21.1. Autonomous Vehicles 13.21.2. Access Management 13.21.3. Video Surveillance 13.21.4. Remote Monitoring and Predictive Maintenance 13.21.5. Telemetry 13.21.6. Energy Management 13.21.7. Others 13.22. France Edge AI Software Market Forecast, by Component 13.22.1.1. Solutions 13.22.1.1.1. Software Tools 13.22.1.1.2. Platform 13.22.1.2. Services 13.22.1.2.1. Training and Consulting Services 13.22.1.2.2. System Integration and Testing 13.22.1.2.3. Support and Maintenance 13.23. France Edge AI Software Market Forecast, by Verticals 13.23.1. Government and Public 13.23.2. Manufacturing 13.23.3. Automotive 13.23.4. Energy and Utilities 13.23.5. Telecom 13.23.6. Healthcare 13.24. France Edge AI Software Market Forecast, by Data Source 13.24.1. Video and Image Recognition 13.24.2. Speech Recognition 13.24.3. Biometric Data 13.24.4. Sensor Data 13.24.5. Mobile Data 13.25. France Edge AI Software Market Forecast, by Application 13.25.1. Autonomous Vehicles 13.25.2. Access Management 13.25.3. Video Surveillance 13.25.4. Remote Monitoring and Predictive Maintenance 13.25.5. Telemetry 13.25.6. Energy Management 13.25.7. Others 13.26. Italy Edge AI Software Market Forecast, by Component 13.26.1. Solutions 13.26.1.1. Software Tools 13.26.1.2. Platform 13.26.2. Services 13.26.2.1. Training and Consulting Services 13.26.2.2. System Integration and Testing 13.26.2.3. Support and Maintenance 13.27. Italy Edge AI Software Market Forecast, by Verticals 13.27.1. Government and Public 13.27.2. Manufacturing 13.27.3. Automotive 13.27.4. Energy and Utilities 13.27.5. Telecom 13.27.6. Healthcare 13.28. Italy Edge AI Software Market Forecast, by Data Source 13.28.1. Video and Image Recognition 13.28.2. Speech Recognition 13.28.3. Biometric Data 13.28.4. Sensor Data 13.28.5. Mobile Data 13.29. Italy Edge AI Software Market Forecast, by Application 13.29.1. Autonomous Vehicles 13.29.2. Access Management 13.29.3. Video Surveillance 13.29.4. Remote Monitoring and Predictive Maintenance 13.29.5. Telemetry 13.29.6. Energy Management 13.29.7. Others 13.30. Spain Edge AI Software Market Forecast, by Component 13.30.1. Solutions 13.30.1.1. Software Tools 13.30.1.2. Platform 13.30.2. Services 13.30.2.1. Training and Consulting Services 13.30.2.2. System Integration and Testing 13.30.2.3. Support and Maintenance 13.31. Spain Edge AI Software Market Forecast, by Verticals 13.31.1. Government and Public 13.31.2. Manufacturing 13.31.3. Automotive 13.31.4. Energy and Utilities 13.31.5. Telecom 13.31.6. Healthcare 13.32. Spain Edge AI Software Market Forecast, by Data Source 13.32.1. Video and Image Recognition 13.32.2. Speech Recognition 13.32.3. Biometric Data 13.32.4. Sensor Data 13.32.5. Mobile Data 13.33. Spain Edge AI Software Market Forecast, by Application 13.33.1. Autonomous Vehicles 13.33.2. Access Management 13.33.3. Video Surveillance 13.33.4. Remote Monitoring and Predictive Maintenance 13.33.5. Telemetry 13.33.6. Energy Management 13.33.7. Others 13.34. Rest of Europe Edge AI Software Market Forecast, by Component 13.34.1. Solutions 13.34.1.1. Software Tools 13.34.1.2. Platform 13.34.2. Services 13.34.2.1. Training and Consulting Services 13.34.2.2. System Integration and Testing 13.34.2.3. Support and Maintenance 13.35. Rest of Europe Edge AI Software Market Forecast, by Verticals 13.35.1. Government and Public 13.35.2. Manufacturing 13.35.3. Automotive 13.35.4. Energy and Utilities 13.35.5. Telecom 13.35.6. Healthcare 13.36. Rest of Europe Edge AI Software Market Forecast, by Data Source 13.36.1. Video and Image Recognition 13.36.2. Speech Recognition 13.36.3. Biometric Data 13.36.4. Sensor Data 13.36.5. Mobile Data 13.37. Rest Of Europe Edge AI Software Market Forecast, by Application 13.37.1. Autonomous Vehicles 13.37.2. Access Management 13.37.3. Video Surveillance 13.37.4. Remote Monitoring and Predictive Maintenance 13.37.5. Telemetry 13.37.6. Energy Management 13.37.7. Others 13.38. Europe Edge AI Software Market Attractiveness Analysis 13.38.1. By Component 13.38.2. By Verticals 13.38.3. By Data Source 13.38.4. By Application 13.39. PEST Analysis 13.40. Key Trends 13.41. Key Developments 14. Asia Pacific Edge AI Software Market Analysis 14.1. Key Findings 14.2. Asia Pacific Edge AI Software Market Overview 14.3. Asia Pacific Edge AI Software Market Value Share Analysis, by Component 14.4. Asia Pacific Edge AI Software Market Forecast, by Component 14.4.1. Solutions 14.4.1.1. Software Tools 14.4.1.2. Platform 14.4.2. Services 14.4.2.1. Training and Consulting Services 14.4.2.2. System Integration and Testing 14.4.2.3. Support and Maintenance 14.5. Asia Pacific Edge AI Software Market Value Share Analysis, by Verticals 14.6. Asia Pacific Edge AI Software Market Forecast, by Verticals 14.6.1. Government and Public 14.6.2. Manufacturing 14.6.3. Automotive 14.6.4. Energy and Utilities 14.6.5. Telecom 14.6.6. Healthcare 14.7. Asia Pacific Edge AI Software Market Value Share Analysis, by Data Source 14.8. Asia Pacific Edge AI Software Market Forecast, by Data Source 14.8.1. Video and Image Recognition 14.8.2. Speech Recognition 14.8.3. Biometric Data 14.8.4. Sensor Data 14.8.5. Mobile Data 14.9. Asia Pacific Edge AI Software Market Value Share Analysis, by Application 14.10. Asia Pacific Edge AI Software Market Forecast, by Application 14.10.1. Autonomous Vehicles 14.10.2. Access Management 14.10.3. Video Surveillance 14.10.4. Remote Monitoring and Predictive Maintenance 14.10.5. Telemetry 14.10.6. Energy Management 14.10.7. Others 14.11. Asia Pacific Edge AI Software Market Value Share Analysis, by Country 14.12. Asia Pacific Edge AI Software Market Forecast, by Country 14.12.1. China 14.12.2. India 14.12.3. Japan 14.12.4. ASEAN 14.12.5. Rest of Asia Pacific 14.13. Asia Pacific Edge AI Software Market Analysis, by Country 14.14. China Edge AI Software Market Forecast, by Component 14.14.1. Solutions 14.14.1.1. Software Tools 14.14.1.2. Platform 14.14.2. Services 14.14.2.1. Training and Consulting Services 14.14.2.2. System Integration and Testing 14.14.2.3. Support and Maintenance 14.15. China Edge AI Software Market Forecast, by Verticals 14.15.1. Government and Public 14.15.2. Manufacturing 14.15.3. Automotive 14.15.4. Energy and Utilities 14.15.5. Telecom 14.15.6. Healthcare 14.16. China Edge AI Software Market Forecast, by Data Source 14.16.1. Video and Image Recognition 14.16.2. Speech Recognition 14.16.3. Biometric Data 14.16.4. Sensor Data 14.16.5. Mobile Data 14.17. China Edge AI Software Market Forecast, by Application 14.17.1. Autonomous Vehicles 14.17.2. Access Management 14.17.3. Video Surveillance 14.17.4. Remote Monitoring and Predictive Maintenance 14.17.5. Telemetry 14.17.6. Energy Management 14.17.7. Others 14.18. India Edge AI Software Market Forecast, by Component 14.18.1. Solutions 14.18.1.1. Software Tools 14.18.1.2. Platform 14.18.2. Services 14.18.2.1. Training and Consulting Services 14.18.2.2. System Integration and Testing 14.18.2.3. Support and Maintenance 14.19. India Edge AI Software Market Forecast, by Verticals 14.19.1. Government and Public 14.19.2. Manufacturing 14.19.3. Automotive 14.19.4. Energy and Utilities 14.19.5. Telecom 14.19.6. Healthcare 14.20. India Edge AI Software Market Forecast, by Data Source 14.20.1. Video and Image Recognition 14.20.2. Speech Recognition 14.20.3. Biometric Data 14.20.4. Sensor Data 14.20.5. Mobile Data 14.21. India Edge AI Software Market Forecast, by Application 14.21.1. Autonomous Vehicles 14.21.2. Access Management 14.21.3. Video Surveillance 14.21.4. Remote Monitoring and Predictive Maintenance 14.21.5. Telemetry 14.21.6. Energy Management 14.21.7. Others 14.22. Japan Edge AI Software Market Forecast, by Component 14.22.1. Solutions 14.22.1.1. Software Tools 14.22.1.2. Platform 14.22.2. Services 14.22.2.1. Training and Consulting Services 14.22.2.2. System Integration and Testing 14.22.2.3. Support and Maintenance 14.23. Japan Edge AI Software Market Forecast, by Verticals 14.23.1. Government and Public 14.23.2. Manufacturing 14.23.3. Automotive 14.23.4. Energy and Utilities 14.23.5. Telecom 14.23.6. Healthcare 14.24. Japan Edge AI Software Market Forecast, by Data Source 14.24.1. Video and Image Recognition 14.24.2. Speech Recognition 14.24.3. Biometric Data 14.24.4. Sensor Data 14.24.5. Mobile Data 14.25. Japan Edge AI Software Market Forecast, by Application 14.25.1. Autonomous Vehicles 14.25.2. Access Management 14.25.3. Video Surveillance 14.25.4. Remote Monitoring and Predictive Maintenance 14.25.5. Telemetry 14.25.6. Energy Management 14.25.7. Others 14.26. ASEAN Edge AI Software Market Forecast, by Component 14.26.1. Solutions 14.26.1.1. Software Tools 14.26.1.2. Platform 14.26.2. Services 14.26.2.1. Training and Consulting Services 14.26.2.2. System Integration and Testing 14.26.2.3. Support and Maintenance 14.27. ASEAN Edge AI Software Market Forecast, by Verticals 14.27.1. Government and Public 14.27.2. Manufacturing 14.27.3. Automotive 14.27.4. Energy and Utilities 14.27.5. Telecom 14.27.6. Healthcare 14.28. ASEAN Edge AI Software Market Forecast, by Data Source 14.28.1. Video and Image Recognition 14.28.2. Speech Recognition 14.28.3. Biometric Data 14.28.4. Sensor Data 14.28.5. Mobile Data 14.29. ASEAN Edge AI Software Market Forecast, by Application 14.29.1. Autonomous Vehicles 14.29.2. Access Management 14.29.3. Video Surveillance 14.29.4. Remote Monitoring and Predictive Maintenance 14.29.5. Telemetry 14.29.6. Energy Management 14.29.7. Others 14.30. Rest of Asia Pacific Edge AI Software Market Forecast, by Component 14.30.1. Solutions 14.30.1.1. Software Tools 14.30.1.2. Platform 14.30.2. Services 14.30.2.1. Training and Consulting Services 14.30.2.2. System Integration and Testing 14.30.2.3. Support and Maintenance 14.31. Rest of Asia Pacific Edge AI Software Market Forecast, by Verticals 14.31.1. Government and Public 14.31.2. Manufacturing 14.31.3. Automotive 14.31.4. Energy and Utilities 14.31.5. Telecom 14.31.6. Healthcare 14.32. Rest of Asia Pacific Edge AI Software Market Forecast, by Data Source 14.32.1. Video and Image Recognition 14.32.2. Speech Recognition 14.32.3. Biometric Data 14.32.4. Sensor Data 14.32.5. Mobile Data 14.33. Rest of Asia Pacific Edge AI Software Market Forecast, by Application 14.33.1. Autonomous Vehicles 14.33.2. Access Management 14.33.3. Video Surveillance 14.33.4. Remote Monitoring and Predictive Maintenance 14.33.5. Telemetry 14.33.6. Energy Management 14.33.7. Others 14.34. Asia Pacific Edge AI Software Market Attractiveness Analysis 14.34.1. By Component 14.34.2. By Verticals 14.34.3. By Data Source 14.34.4. By Application 14.35. PEST Analysis 14.36. Key Trends 14.37. Key Developments 15. Middle East & Africa Edge AI Software Market Analysis 15.1. Key Findings 15.2. Middle East & Africa Edge AI Software Market Overview 15.3. Middle East & Africa Edge AI Software Market Value Share Analysis, by Component 15.4. Middle East & Africa Edge AI Software Market Forecast, by Component 15.4.1. Solutions 15.4.1.1. Software Tools 15.4.1.2. Platform 15.4.2. Services 15.4.2.1. Training and Consulting Services 15.4.2.2. System Integration and Testing 15.4.2.3. Support and Maintenance 15.5. Middle East & Africa Edge AI Software Market Value Share Analysis, by Verticals 15.6. Middle East & Africa Edge AI Software Market Forecast, by Verticals 15.6.1. Government and Public 15.6.2. Manufacturing 15.6.3. Automotive 15.6.4. Energy and Utilities 15.6.5. Telecom 15.6.6. Healthcare 15.7. Middle East & Africa Edge AI Software Market Value Share Analysis, by Data Source 15.8. Middle East & Africa Edge AI Software Market Forecast, by Data Source 15.8.1. Video and Image Recognition 15.8.2. Speech Recognition 15.8.3. Biometric Data 15.8.4. Sensor Data 15.8.5. Mobile Data 15.9. Middle East & Africa Edge AI Software Market Value Share Analysis, by Application 15.10. Middle East & Africa Edge AI Software Market Forecast, by Application 15.10.1. Autonomous Vehicles 15.10.2. Access Management 15.10.3. Video Surveillance 15.10.4. Remote Monitoring and Predictive Maintenance 15.10.5. Telemetry 15.10.6. Energy Management 15.10.7. Others 15.11. Middle East & Africa Edge AI Software Market Value Share Analysis, by Country 15.12. Middle East & Africa Edge AI Software Market Forecast, by Country 15.12.1. GCC 15.12.2. South Africa 15.12.3. Rest of Middle East & Africa 15.13. Middle East & Africa Edge AI Software Market Analysis, by Country 15.14. GCC Edge AI Software Market Forecast, by Component 15.14.1. Solutions 15.14.1.1. Software Tools 15.14.1.2. Platform 15.14.2. Services 15.14.2.1. Training and Consulting Services 15.14.2.2. System Integration and Testing 15.14.2.3. Support and Maintenance 15.15. GCC Edge AI Software Market Forecast, by Verticals 15.15.1. Government and Public 15.15.2. Manufacturing 15.15.3. Automotive 15.15.4. Energy and Utilities 15.15.5. Telecom 15.15.6. Healthcare 15.16. GCC Edge AI Software Market Forecast, by Data Source 15.16.1. Video and Image Recognition 15.16.2. Speech Recognition 15.16.3. Biometric Data 15.16.4. Sensor Data 15.16.5. Mobile Data 15.17. GCC Edge AI Software Market Forecast, by Application 15.17.1. Autonomous Vehicles 15.17.2. Access Management 15.17.3. Video Surveillance 15.17.4. Remote Monitoring and Predictive Maintenance 15.17.5. Telemetry 15.17.6. Energy Management 15.17.7. Others 15.18. South Africa Edge AI Software Market Forecast, by Component 15.18.1. Solutions 15.18.1.1. Software Tools 15.18.1.2. Platform 15.18.2. Services 15.18.2.1. Training and Consulting Services 15.18.2.2. System Integration and Testing 15.18.2.3. Support and Maintenance 15.19. South Africa Edge AI Software Market Forecast, by Verticals 15.19.1. Government and Public 15.19.2. Manufacturing 15.19.3. Automotive 15.19.4. Energy and Utilities 15.19.5. Telecom 15.19.6. Healthcare 15.20. South Africa Edge AI Software Market Forecast, by Data Source 15.20.1. Video and Image Recognition 15.20.2. Speech Recognition 15.20.3. Biometric Data 15.20.4. Sensor Data 15.20.5. Mobile Data 15.21. South Africa Edge AI Software Market Forecast, by Application 15.21.1. Autonomous Vehicles 15.21.2. Access Management 15.21.3. Video Surveillance 15.21.4. Remote Monitoring and Predictive Maintenance 15.21.5. Telemetry 15.21.6. Energy Management 15.21.7. Others 15.22. Rest of Middle East & Africa Edge AI Software Market Forecast, by Component 15.22.1. Solutions 15.22.1.1. Software Tools 15.22.1.2. Platform 15.22.2. Services 15.22.2.1. Training and Consulting Services 15.22.2.2. System Integration and Testing 15.22.2.3. Support and Maintenance 15.23. Rest of Middle East & Africa Edge AI Software Market Forecast, by Verticals 15.23.1. Government and Public 15.23.2. Manufacturing 15.23.3. Automotive 15.23.4. Energy and Utilities 15.23.5. Telecom 15.23.6. Healthcare 15.24. Rest of Middle East & Africa Edge AI Software Market Forecast, by Data Source 15.24.1. Video and Image Recognition 15.24.2. Speech Recognition 15.24.3. Biometric Data 15.24.4. Sensor Data 15.24.5. Mobile Data 15.25. Rest of Middle East & Africa Edge AI Software Market Forecast, by Application 15.25.1. Autonomous Vehicles 15.25.2. Access Management 15.25.3. Video Surveillance 15.25.4. Remote Monitoring and Predictive Maintenance 15.25.5. Telemetry 15.25.6. Energy Management 15.25.7. Others 15.26. Middle East & Africa Edge AI Software Market Attractiveness Analysis 15.26.1. By Component 15.26.2. By Verticals 15.26.3. By Data Source 15.26.4. By Application 15.27. PEST Analysis 15.28. Key Trends 15.29. Key Developments 16. South America Edge AI Software Market Analysis 16.1. Key Findings 16.2. South America Edge AI Software Market Overview 16.3. South America Edge AI Software Market Value Share Analysis, by Component 16.4. South America Edge AI Software Market Forecast, by Component 16.4.1. Solutions 16.4.1.1. Software Tools 16.4.1.2. Platform 16.4.2. Services 16.4.2.1. Training and Consulting Services 16.4.2.2. System Integration and Testing 16.4.2.3. Support and Maintenance 16.5. South America Edge AI Software Market Value Share Analysis, by Verticals 16.6. South America Edge AI Software Market Forecast, by Verticals 16.6.1. Government and Public 16.6.2. Manufacturing 16.6.3. Automotive 16.6.4. Energy and Utilities 16.6.5. Telecom 16.6.6. Healthcare 16.7. South America Edge AI Software Market Value Share Analysis, by Data Source 16.8. South America Edge AI Software Market Forecast, by Data Source 16.8.1. Video and Image Recognition 16.8.2. Speech Recognition 16.8.3. Biometric Data 16.8.4. Sensor Data 16.8.5. Mobile Data 16.9. South America Edge AI Software Market Value Share Analysis, by Application 16.10. South America Edge AI Software Market Forecast, by Application 16.10.1. Autonomous Vehicles 16.10.2. Access Management 16.10.3. Video Surveillance 16.10.4. Remote Monitoring and Predictive Maintenance 16.10.5. Telemetry 16.10.6. Energy Management 16.10.7. Others 16.11. South America Edge AI Software Market Value Share Analysis, by Country 16.12. South America Edge AI Software Market Forecast, by Country 16.12.1. Brazil 16.12.2. Mexico 16.12.3. Rest of South America 16.13. South America Edge AI Software Market Analysis, by Country 16.14. Brazil Edge AI Software Market Forecast, by Component 16.14.1. Solutions 16.14.1.1. Software Tools 16.14.1.2. Platform 16.14.2. Services 16.14.2.1. Training and Consulting Services 16.14.2.2. System Integration and Testing 16.14.2.3. Support and Maintenance 16.15. Brazil Edge AI Software Market Forecast, by Verticals 16.15.1. Government and Public 16.15.2. Manufacturing 16.15.3. Automotive 16.15.4. Energy and Utilities 16.15.5. Telecom 16.15.6. Healthcare 16.16. Brazil Edge AI Software Market Forecast, by Data Source 16.16.1. Video and Image Recognition 16.16.2. Speech Recognition 16.16.3. Biometric Data 16.16.4. Sensor Data 16.16.5. Mobile Data 16.17. Brazil Edge AI Software Market Forecast, by Application 16.17.1. Autonomous Vehicles 16.17.2. Access Management 16.17.3. Video Surveillance 16.17.4. Remote Monitoring and Predictive Maintenance 16.17.5. Telemetry 16.17.6. Energy Management 16.17.7. Others 16.18. Mexico Edge AI Software Market Forecast, by Component 16.18.1. Solutions 16.18.1.1. Software Tools 16.18.1.2. Platform 16.18.2. Services 16.18.2.1. Training and Consulting Services 16.18.2.2. System Integration and Testing 16.18.2.3. Support and Maintenance 16.19. Mexico Edge AI Software Market Forecast, by Verticals 16.19.1. Government and Public 16.19.2. Manufacturing 16.19.3. Automotive 16.19.4. Energy and Utilities 16.19.5. Telecom 16.19.6. Healthcare 16.20. Mexico Edge AI Software Market Forecast, by Data Source 16.20.1. Video and Image Recognition 16.20.2. Speech Recognition 16.20.3. Biometric Data 16.20.4. Sensor Data 16.20.5. Mobile Data 16.21. Mexico Edge AI Software Market Forecast, by Application 16.21.1. Autonomous Vehicles 16.21.2. Access Management 16.21.3. Video Surveillance 16.21.4. Remote Monitoring and Predictive Maintenance 16.21.5. Telemetry 16.21.6. Energy Management 16.21.7. Others 16.22. Rest of South America Edge AI Software Market Forecast, by Component 16.22.1. Solutions 16.22.1.1. Software Tools 16.22.1.2. Platform 16.22.2. Services 16.22.2.1. Training and Consulting Services 16.22.2.2. System Integration and Testing 16.22.2.3. Support and Maintenance 16.23. Rest of South America Edge AI Software Market Forecast, by Verticals 16.23.1. Government and Public 16.23.2. Manufacturing 16.23.3. Automotive 16.23.4. Energy and Utilities 16.23.5. Telecom 16.23.6. Healthcare 16.24. Rest of South America Edge AI Software Market Forecast, by Data Source 16.24.1. Video and Image Recognition 16.24.2. Speech Recognition 16.24.3. Biometric Data 16.24.4. Sensor Data 16.24.5. Mobile Data 16.25. Rest of South America Edge AI Software Market Forecast, by Application 16.25.1. Autonomous Vehicles 16.25.2. Access Management 16.25.3. Video Surveillance 16.25.4. Remote Monitoring and Predictive Maintenance 16.25.5. Telemetry 16.25.6. Energy Management 16.25.7. Others 16.26. South America Edge AI Software Market Attractiveness Analysis 16.26.1. By Component 16.26.2. By Verticals 16.26.3. By Data Source 16.26.4. By Application 16.27. PEST Analysis 16.28. Key Trends 16.29. Key Developments 17. Company Profiles 17.1. Market Share Analysis, by Company 17.2. Competition Matrix 17.2.1. Competitive Benchmarking of key players by price, presence, market share, Applications and R&D investment 17.2.2. New Product Launches and Product Enhancements 17.2.3. Market Consolidation 17.2.3.1. M&A by Regions, Investment and Applications 17.2.3.2. M&A Key Players, Forward Integration and Backward Integration 17.3. Company Profiles: Key Players 17.3.1. Google 17.3.1.1. Company Overview 17.3.1.2. Financial Overview 17.3.1.3. Portfolio 17.3.1.4. Business Strategy 17.3.1.5. Recent Developments 17.3.1.6. Developing Footprint 17.3.2. Microsoft 17.3.3. AWS 17.3.4. IBM 17.3.5. Nutanix 17.3.6. Tibco 17.3.7. Octonion 17.3.8. Swim.AI 17.3.9. Imagimob 17.3.10. Anagog 17.3.11. Veea 17.3.12. Foghorn Systems 17.3.13. Xnor.AI 17.3.14. Bragi 17.3.15. Invision AI 17.3.16. Tact.AI 18. Primary Key Insights