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Edge AI Software Market by Offering (Services, Solutions), Data Type (Audio Data, Biometric Data, Mobile Data), Technology Type, End-User - Global Forecast 2025-2030- Product Image
Edge AI Software Market by Offering (Services, Solutions), Data Type (Audio Data, Biometric Data, Mobile Data), Technology Type, End-User - Global Forecast 2025-2030- Product Image
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Edge AI Software Market by Offering (Services, Solutions), Data Type (Audio Data, Biometric Data, Mobile Data), Technology Type, End-User - Global Forecast 2025-2030

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    Report

  • 195 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 5674458
UP TO OFF until Jan 01st 2026
1h Free Analyst Time
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The Edge AI Software market is reshaping how organizations process and act on local data, unlocking immediate operational improvements and accelerating decision cycles for enterprises at the network edge. Senior leaders navigating digital transformation are finding Edge AI software critical in the race to drive efficiency, solve latency challenges, and strengthen competitive positioning in sectors where new intelligence is imperative.

Market Snapshot: Edge AI Software Growth Drivers

The Edge AI Software Market grew from USD 2.07 billion in 2024 to USD 2.53 billion in 2025. It is expected to continue growing at a CAGR of 23.77%, reaching USD 7.45 billion by 2030.

Rapid adoption is being propelled by enterprises requiring instant actionable insights and greater operational agility. Technological advances—such as hardware acceleration and more intuitive AI frameworks—are catalyzing deployment across industries, while evolving privacy standards and hybrid cloud-edge models are driving a shift to decentralized intelligence.

Scope & Segmentation: Edge AI Software Landscape

  • Offerings: Services (including consulting, deployment and integration, support and maintenance) and solutions encompassing edge AI hardware and software platforms.
  • Data Types: Audio, biometric, mobile, sensor, speech recognition, and video/image recognition data streams.
  • Technology Types: Computer vision (facial, image, and video analytics), machine learning (reinforcement, supervised, unsupervised algorithms), and natural language processing (sentiment analysis, speech recognition, text analytics).
  • End-User Applications: Automotive (autonomous vehicles, driver assistance, in-vehicle infotainment), finance (algorithmic trading, fraud detection, risk management), healthcare (diagnostic imaging, management systems, patient monitoring), manufacturing (industrial automation, predictive maintenance, quality control), and retail (customer analytics, inventory management, personalized marketing).
  • Regions: Americas (e.g., United States, Canada, Mexico, Brazil, Argentina), Europe, Middle East & Africa (including United Kingdom, Germany, France, South Africa, and others), and Asia-Pacific (e.g., China, India, Japan, Australia, South Korea, and more).
  • Key Companies Analyzed: Alef Edge, Amazon Web Services, Anagog, Atos, Azion Technologies, Blaize, byteLAKE, ClearBlade, Ekinops, Eurotech, Google, Gorilla Technology, Hailo Technologies, Infineon Technologies, Intel, IBM, Johnson Controls, Kinara, Kneron, Mavenir Systems, Microsoft, Numurus, Nutanix, NVIDIA, Synaptics, Tata Elxsi, Veea, VMWare, ZEDEDA.

Key Takeaways for Senior Decision-Makers

  • Real-time edge analytics is enabling companies to increase responsiveness and ensure data sovereignty, addressing emergent privacy mandates globally.
  • Strategic migration from centralized cloud architectures to distributed edge intelligence is optimizing bandwidth and reducing latency for mission-critical applications.
  • The convergence of advanced AI accelerators, streamlined frameworks, and 5G infrastructure is facilitating deployment in dynamic environments such as mobility, manufacturing, and immersive retail.
  • Competitive positioning is increasingly determined by robust partner networks, open-standard architectures, and a diverse library of prebuilt AI models tailored for industry requirements.
  • Organizations are embracing modular software stacks and consumption-based licensing, responding to unpredictable cost pressures and shifting procurement strategies.
  • Regional innovation is being driven by targeted funding initiatives, local regulatory frameworks, and collaborative pilot projects across Americas, EMEA, and Asia-Pacific, highlighting the importance of localization for global expansion.

Tariff Impact: Shaping Sourcing and Cost Dynamics

The United States' 2025 tariff revisions have compelled edge AI software providers to reevaluate hardware sourcing and procurement. Increased duties on specialized computing components are accelerating component localization and domestic fabrication initiatives. Flexible subscription and consumption-based billing models have emerged to align with shifting cost structures and procurement pressures prompted by trade policy updates. Software and hardware partnerships are also strengthening, promoting integrated solutions that balance predictable pricing and performance in dynamic regulatory conditions.

Methodology & Data Sources

This market analysis draws on primary interviews with senior executives, product leaders, and technical experts, supported by comprehensive secondary research from white papers, regulatory documentation, and industry publications. A triangulated approach ensures data accuracy, while regional perspectives add context on distinct adoption drivers and strategic imperatives.

Why This Report Matters for B2B Leaders

  • Informs strategic investment by detailing edge AI adoption, technology trends, and regional nuances that shape digital transformation roadmaps.
  • Supports risk-based sourcing and procurement decisions via up-to-date tariff impact assessment and evolving supply chain strategies.
  • Enables tailored go-to-market approaches through detailed segmentation of offerings, technologies, and applications, aligned to vertical-specific priorities.

Conclusion

Edge AI Software is empowering organizations to deliver intelligent services with greater speed, privacy, and local insight. Technology evolution, strategic alliances, and adaptive operating models are defining sustainable growth as market adoption accelerates worldwide.

 

Additional Product Information:

  • Purchase of this report includes 1 year online access with quarterly updates.
  • This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. Development of edge AI platforms supporting multi-cloud and hybrid cloud environments for scalability
5.2. Expansion of edge AI applications in healthcare for remote patient monitoring and diagnostics
5.3. Adoption of edge AI software for real-time data processing and analytics in industrial automation
5.4. Utilization of edge AI in IoT devices to improve security and data privacy at the edge
5.5. Innovations in edge AI hardware accelerating on-device machine learning inference
5.6. Expansion of edge AI applications in smart cities for traffic and resource management
5.7. Rising demand for edge AI in industrial automation to optimize production
5.8. Development of energy-efficient edge AI algorithms for IoT devices
5.9. Growing adoption of edge AI software in autonomous vehicles for improved safety
5.10. Advancements in edge AI software enhancing real-time data processing capabilities
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. Edge AI Software Market, by Offering
8.1. Introduction
8.2. Services
8.2.1. Consulting Services
8.2.2. Deployment & Integration Services
8.2.3. Support & Maintenance Services
8.3. Solutions
8.3.1. Edge AI Hardware
8.3.2. Edge AI Software Platforms
9. Edge AI Software Market, by Data Type
9.1. Introduction
9.2. Audio Data
9.3. Biometric Data
9.4. Mobile Data
9.5. Sensor Data
9.6. Speech Recognition
9.7. Video and Image Recognition
10. Edge AI Software Market, by Technology Type
10.1. Introduction
10.2. Computer Vision
10.2.1. Facial Recognition
10.2.2. Image Recognition
10.2.3. Video Analytics
10.3. Machine Learning Algorithms
10.3.1. Reinforcement Learning
10.3.2. Supervised Learning
10.3.3. Unsupervised Learning
10.4. Natural Language Processing
10.4.1. Sentiment Analysis
10.4.2. Speech Recognition
10.4.3. Text Analytics
11. Edge AI Software Market, by End-User
11.1. Introduction
11.2. Automotive
11.3. Finance
11.3.1. Algorithmic Trading
11.3.2. Fraud Detection
11.3.3. Risk Management
11.4. Healthcare
11.4.1. Diagnostic Imaging
11.4.2. Healthcare Management Systems
11.4.3. Patient Monitoring
11.5. Manufacturing
11.5.1. Industrial Automation
11.5.2. Predictive Maintenance
11.5.3. Quality Control
11.6. Retail
11.6.1. Customer Analytics
11.6.2. Inventory Management
11.6.3. Personalized Marketing
12. Americas Edge AI Software Market
12.1. Introduction
12.2. United States
12.3. Canada
12.4. Mexico
12.5. Brazil
12.6. Argentina
13. Europe, Middle East & Africa Edge AI Software Market
13.1. Introduction
13.2. United Kingdom
13.3. Germany
13.4. France
13.5. Russia
13.6. Italy
13.7. Spain
13.8. United Arab Emirates
13.9. Saudi Arabia
13.10. South Africa
13.11. Denmark
13.12. Netherlands
13.13. Qatar
13.14. Finland
13.15. Sweden
13.16. Nigeria
13.17. Egypt
13.18. Turkey
13.19. Israel
13.20. Norway
13.21. Poland
13.22. Switzerland
14. Asia-Pacific Edge AI Software Market
14.1. Introduction
14.2. China
14.3. India
14.4. Japan
14.5. Australia
14.6. South Korea
14.7. Indonesia
14.8. Thailand
14.9. Philippines
14.10. Malaysia
14.11. Singapore
14.12. Vietnam
14.13. Taiwan
15. Competitive Landscape
15.1. Market Share Analysis, 2024
15.2. FPNV Positioning Matrix, 2024
15.3. Competitive Analysis
15.3.1. Alef Edge, Inc.
15.3.2. Amazon Web Services, Inc.
15.3.3. Anagog Ltd. by Intent Hq Holdings Limited
15.3.4. Atos SE
15.3.5. Azion Technologies, Inc.
15.3.6. Blaize, Inc.
15.3.7. byteLAKE s.c.
15.3.8. ClearBlade, Inc.
15.3.9. Ekinops S.A.
15.3.10. Eurotech S.p.A.
15.3.11. Google LLC by Alphabet, Inc.
15.3.12. Gorilla Technology Group Inc.
15.3.13. Hailo Technologies Ltd.
15.3.14. Infineon Technologies AG
15.3.15. Intel Corporation
15.3.16. International Business Machines Corporation
15.3.17. Johnson Controls International PLC
15.3.18. Kinara Inc.
15.3.19. Kneron, Inc.
15.3.20. Mavenir Systems, Inc.
15.3.21. Microsoft Corporation
15.3.22. Numurus LLC
15.3.23. Nutanix, Inc.
15.3.24. NVIDIA Corporation
15.3.25. Synaptics Incorporated
15.3.26. Tata Elxsi Limited
15.3.27. Veea Inc.
15.3.28. VMWare, Inc.
15.3.29. ZEDEDA, Inc.
16. ResearchAI
17. ResearchStatistics
18. ResearchContacts
19. ResearchArticles
20. Appendix
List of Figures
FIGURE 1. EDGE AI SOFTWARE MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL EDGE AI SOFTWARE MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2024 VS 2030 (%)
FIGURE 6. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2024 VS 2030 (%)
FIGURE 8. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2030 (%)
FIGURE 10. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2024 VS 2030 (%)
FIGURE 12. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 14. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 16. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 20. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. EDGE AI SOFTWARE MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 22. EDGE AI SOFTWARE MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 23. EDGE AI SOFTWARE MARKET: RESEARCHAI
FIGURE 24. EDGE AI SOFTWARE MARKET: RESEARCHSTATISTICS
FIGURE 25. EDGE AI SOFTWARE MARKET: RESEARCHCONTACTS
FIGURE 26. EDGE AI SOFTWARE MARKET: RESEARCHARTICLES
List of Tables
TABLE 1. EDGE AI SOFTWARE MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL EDGE AI SOFTWARE MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL EDGE AI SOFTWARE MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DEPLOYMENT & INTEGRATION SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DEPLOYMENT & INTEGRATION SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SUPPORT & MAINTENANCE SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SUPPORT & MAINTENANCE SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY EDGE AI HARDWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY EDGE AI HARDWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY EDGE AI SOFTWARE PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY EDGE AI SOFTWARE PLATFORMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY AUDIO DATA, BY REGION, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY AUDIO DATA, BY REGION, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY BIOMETRIC DATA, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY BIOMETRIC DATA, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MOBILE DATA, BY REGION, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MOBILE DATA, BY REGION, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SENSOR DATA, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SENSOR DATA, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY VIDEO AND IMAGE RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY VIDEO AND IMAGE RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY FACIAL RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY FACIAL RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY IMAGE RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY IMAGE RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY VIDEO ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY VIDEO ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SENTIMENT ANALYSIS, BY REGION, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SENTIMENT ANALYSIS, BY REGION, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TEXT ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TEXT ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 77. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2024 (USD MILLION)
TABLE 78. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2025-2030 (USD MILLION)
TABLE 79. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 80. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 81. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY ALGORITHMIC TRADING, BY REGION, 2018-2024 (USD MILLION)
TABLE 82. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY ALGORITHMIC TRADING, BY REGION, 2025-2030 (USD MILLION)
TABLE 83. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY FRAUD DETECTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 84. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY FRAUD DETECTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 85. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 86. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 87. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2018-2024 (USD MILLION)
TABLE 88. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2025-2030 (USD MILLION)
TABLE 89. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 90. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 91. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DIAGNOSTIC IMAGING, BY REGION, 2018-2024 (USD MILLION)
TABLE 92. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DIAGNOSTIC IMAGING, BY REGION, 2025-2030 (USD MILLION)
TABLE 93. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE MANAGEMENT SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 94. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE MANAGEMENT SYSTEMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 95. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PATIENT MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 96. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PATIENT MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 97. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
TABLE 98. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
TABLE 99. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
TABLE 100. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
TABLE 101. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY INDUSTRIAL AUTOMATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 102. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY INDUSTRIAL AUTOMATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 103. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 104. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PREDICTIVE MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 105. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY QUALITY CONTROL, BY REGION, 2018-2024 (USD MILLION)
TABLE 106. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY QUALITY CONTROL, BY REGION, 2025-2030 (USD MILLION)
TABLE 107. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 108. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 109. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, BY REGION, 2018-2024 (USD MILLION)
TABLE 110. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, BY REGION, 2025-2030 (USD MILLION)
TABLE 111. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY CUSTOMER ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 112. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY CUSTOMER ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 113. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 114. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 115. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PERSONALIZED MARKETING, BY REGION, 2018-2024 (USD MILLION)
TABLE 116. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PERSONALIZED MARKETING, BY REGION, 2025-2030 (USD MILLION)
TABLE 117. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 118. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 119. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 120. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 121. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 122. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 123. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 124. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 125. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 126. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 127. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 128. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 129. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 130. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 131. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2018-2024 (USD MILLION)
TABLE 132. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2025-2030 (USD MILLION)
TABLE 133. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 134. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 135. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 136. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 137. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2018-2024 (USD MILLION)
TABLE 138. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2025-2030 (USD MILLION)
TABLE 139. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
TABLE 140. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
TABLE 141. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 142. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 143. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 144. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 145. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 146. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 147. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 148. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 149. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 150. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 151. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 152. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 153. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 154. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 155. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 156. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 157. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 158. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 159. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2018-2024 (USD MILLION)
TABLE 160. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2025-2030 (USD MILLION)
TABLE 161. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 162. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 163. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 164. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 165. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2018-2024 (USD MILLION)
TABLE 166. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2025-2030 (USD MILLION)
TABLE 167. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
TABLE 168. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
TABLE 169. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 170. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 171. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 172. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 173. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 174. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 175. CANADA EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 176. CANADA EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 177. CANADA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 178. CANADA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 179. CANADA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 180. CANADA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 181. CANADA EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 182. CANADA EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 183. CANADA EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 184. CANADA EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 185. CANADA EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 186. CANADA EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 187. CANADA EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2018-2024 (USD MILLION)
TABLE 188. CANADA EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2025-2030 (USD MILLION)
TABLE 189. CANADA EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 190. CANADA EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 191. CANADA EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 192. CANADA EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 193. CANADA EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2018-2024 (USD MILLION)
TABLE 194. CANADA EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2025-2030 (USD MILLION)
TABLE 195. CANADA EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
TABLE 196. CANADA EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
TABLE 197. CANADA EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 198. CANADA EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 199. CANADA EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 200. CANADA EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 201. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 202. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 203. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 204. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 205. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 206. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 207. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 208. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 209. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 210. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 211. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 212. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 213. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2018-2024 (USD MILLION)
TABLE 214. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2025-2030 (USD MILLION)
TABLE 215. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 216. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 217. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 218. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 219. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2018-2024 (USD MILLION)
TABLE 220. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2025-2030 (USD MILLION)
TABLE 221. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
TABLE 222. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
TABLE 223. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 224. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 225. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 226. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 227. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 228. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 229. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 230. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 231. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 232. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 233. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 234. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 235. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 236. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 237. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 238. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 239. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2018-2024 (USD MILLION)
TABLE 240. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2025-2030 (USD MILLION)
TABLE 241. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 242. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 243. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 244. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 245. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2018-2024 (USD MILLION)
TABLE 246. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2025-2030 (USD MILLION)
TABLE 247. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
TABLE 248. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
TABLE 249. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 250. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 251. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 252. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 253. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 254. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 255. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 256. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 257. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 258. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 259. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 260. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 261. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 262. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 263. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 264. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 265. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2018-2024 (USD MILLION)
TABLE 266. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2025-2030 (USD MILLION)
TABLE 267. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 268. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 269. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 270. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 271. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2018-2024 (USD MILLION)
TABLE 272. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2025-2030 (USD MILLION)
TABLE 273. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
TABLE 274. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
TABLE 275. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 276. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 277. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 278. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 279. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 280. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 281. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 282. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 283. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 284. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 285. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 286. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 287. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 288. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 289. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 290. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 291. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2018-2024 (USD MILLION)
TABLE 292. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2025-2030 (USD MILLION)
TABLE 293. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 294. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 295. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 296. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 297. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2018-2024 (USD MILLION)
TABLE 298. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2025-2030 (USD MILLION)
TABLE 299. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
TABLE 300. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
TABLE 301. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 302. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 303. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 304. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 305. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 306. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 307. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 308. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 309. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 310. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 311. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 312. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 313. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 314. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 315. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 316. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2025-2030 (USD MILLION)
TABLE 317. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 318. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 319. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2018-2024 (USD MILLION)
TABLE 320. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, 2025-2030 (USD MILLION)
TABLE 321. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 322. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 323. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2018-2024 (USD MILLION)
TABLE 324. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY END-USER, 2025-2030 (USD MILLION)
TABLE 325. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2018-2024 (USD MILLION)
TABLE 326. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY FINANCE, 2025-2030 (USD MILLION)
TABLE 327. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2018-2024 (USD MILLION)
TABLE 328. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, 2025-2030 (USD MILLION)
TABLE 329. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2018-2024 (USD MILLION)
TABLE 330. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, 2025-2030 (USD MILLION)
TABLE 331. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 332. UNITED KINGDOM EDGE AI SOFTWARE MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 333. GERMANY EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 334. GERMANY EDGE AI SOFTWARE MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 335. GERMANY EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 336. GERMANY EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 337. GERMANY EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2018-2024 (USD MILLION)
TABLE 338. GERMANY EDGE AI SOFTWARE MARKET SIZE, BY SOLUTIONS, 2025-2030 (USD MILLION)
TABLE 339. GERMANY EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2018-2024 (USD MILLION)
TABLE 340. GERMANY EDGE AI SOFTWARE MARKET SIZE, BY DATA TYPE, 2025-2030 (USD MILLION)
TABLE 341. GERMANY EDGE AI SOFTWARE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2024 (USD MILLION)
TABLE 342. GERMANY EDGE AI SOFTW

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Companies Mentioned

The companies profiled in this Edge AI Software market report include:
  • Alef Edge, Inc.
  • Amazon Web Services, Inc.
  • Anagog Ltd. by Intent Hq Holdings Limited
  • Atos SE
  • Azion Technologies, Inc.
  • Blaize, Inc.
  • byteLAKE s.c.
  • ClearBlade, Inc.
  • Ekinops S.A.
  • Eurotech S.p.A.
  • Google LLC by Alphabet, Inc.
  • Gorilla Technology Group Inc.
  • Hailo Technologies Ltd.
  • Infineon Technologies AG
  • Intel Corporation
  • International Business Machines Corporation
  • Johnson Controls International PLC
  • Kinara Inc.
  • Kneron, Inc.
  • Mavenir Systems, Inc.
  • Microsoft Corporation
  • Numurus LLC
  • Nutanix, Inc.
  • NVIDIA Corporation
  • Synaptics Incorporated
  • Tata Elxsi Limited
  • Veea Inc.
  • VMWare, Inc.
  • ZEDEDA, Inc.

Table Information

Report AttributeDetails
No. of Pages195
PublishedAugust 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 2.53 Billion
Forecasted Market Value ( USD ) by 2030 $ 7.45 Billion
Compound Annual Growth Rate23.7%
Regions CoveredGlobal
No. of Companies Mentioned30

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