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市场调查报告书
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1808266

边缘人工智慧软体市场：按产品、资料类型、技术类型和最终用户划分—全球预测，2025-2030 年

Edge AI Software Market by Offering, Data Type, Technology Type, End-User - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 197 Pages | 商品交期: 最快1-2个工作天内

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边缘AI软体市场预计在2024年达到20.7亿美元，在2025年成长至25.3亿美元，复合年增长率为23.77%，到2030年将达到74.5亿美元。

主要市场统计数据
基准年2024年 20.7亿美元
预计2025年 25.3亿美元
预测年份 2030 74.5亿美元
复合年增长率（%） 23.77%

探索边缘 AI 软体在加速即时决策和推动数位转型计画倡议方面的关键作用

边缘人工智慧软体正在改变企业处理资料和运行复杂工作负载的方式，它使分析能够直接在联网设备上运行，而无需依赖集中式云端资源。这种突破性的方法使企业能够克服传统云端基础分析带来的频宽限制、隐私问题和延迟问题。

确定策略曲折点，重新定义边缘人工智慧软体的采用，并释放多个产业新的营运效率

边缘 AI 软体领域正经历快速变革，这得益于分散式机器学习、先进感测器整合以及互联终端的激增。企业逐渐意识到，将智慧交付到更靠近资料来源的位置，可以实现更精细的控制、更低的延迟和更高的安全性，从而开闢新的营运模式。

分析2025年美国宣布的关税对全球边缘AI软体供应链和定价结构的深远影响

2025年，美国将对进口半导体、专用处理器及相关硬体组件征收新关税，将对边缘AI软体部署的成本结构产生重大影响。严重依赖海外製造的先进AI加速器和感测器阵列的组织可能会面临采购成本上升的局面，这将直接影响到整体解决方案的定价。

根据提供的资料类型、技术类型和最终用户应用进行详细的市场细分，以揭示关键的需求模式

仔细研究市场区隔，可以发现塑造多面向需求的明确驱动因素。根据产品的不同，企业需要评估强大的软体平台与咨询支援、无缝部署和整合、持续维护服务以及专用硬体套件之间的平衡。这些要素在确保边缘 AI 解决方案满足企业级可靠性和扩充性要求方面都发挥着至关重要的作用。

绘製美洲、欧洲、中东和非洲以及亚太地区边缘 AI 软体的动态成长轨迹

区域动态将在塑造边缘AI软体创新和应用的轨迹方面发挥关键作用。在美洲，对智慧基础设施的大力投资、蓬勃发展的新兴企业生态系统以及政府的支持倡议营造了竞争环境，使解决方案供应商能够快速迭代部署模型和效能基准。

揭示塑造市场发展和价值链的领先人工智慧软体供应商的策略定位和竞争优势

边缘 AI 软体领域的领先开发者透过策略合作伙伴关係、定向收购以及对专有模型开发的投资，脱颖而出。与半导体製造商和设备 OEM 合作，使软体供应商能够优先获取早期硅片迭代和优化的运行时，从而确保在最新硬体平台上实现卓越性能。

产业领导者加速边缘AI软体整合的策略蓝图：提高营运敏捷性并维持到2025年的竞争优势

希望利用边缘 AI 软体的产业领导者应先对现有技术堆迭进行全面评估，并确定可透过装置端智慧增强的旧系统，从而获得即时的营运效益。分阶段实施的方法，首先在高影响力使用案例中进行试点部署，有助于检验效能提升并建立组织信任，然后再扩展到更广泛的企业。

结论性见解强调，采用边缘人工智慧软体对于确保未来营运和推动各行业持续创新至关重要

边缘人工智慧软体处于新一轮技术进步的前沿，使企业能够以前所未有的速度、安全性和情境感知能力驾驭即时智慧。优化的硬体加速器、先进的机器学习框架和无处不在的连接性相结合，为从製造业到金融业等各个行业的变革应用奠定了基础。

目录

第一章：前言

第二章调查方法

第三章执行摘要

第四章 市场概述

第五章市场动态

  • 开发支援多重云端和混合云端环境的边缘 AI 平台，实现可扩展性
  • 扩展医疗保健领域的边缘人工智慧应用，实现远端患者监护和诊断
  • 工业自动化中采用边缘人工智慧软体进行即时数据处理与分析
  • 利用物联网设备中的边缘人工智慧来提高边缘的安全性和资料隐私
  • 边缘 AI 硬体创新加速设备上机器学习推理
  • 扩展边缘人工智慧应用，协助智慧城市交通与资源管理
  • 工业自动化对边缘人工智慧的需求不断增长，以优化生产
  • 为物联网设备开发节能的边缘人工智慧演算法
  • 自动驾驶汽车越来越多地采用边缘人工智慧软体来提高安全性
  • 边缘人工智慧软体的进步增强了即时数据处理能力

第六章 市场洞察

  • 波特五力分析
  • PESTEL分析

第七章 2025年美国关税的累积影响

第 8 章：边缘 AI 软体市场（按产品）

  • 服务
    • 咨询服务
    • 实施和整合服务
    • 支援和维护服务
  • 解决方案
    • 边缘AI硬体
    • 边缘人工智慧软体平台

9. 边缘人工智慧软体市场（按资料类型）

  • 音讯数据
  • 生物识别数据
  • 行动数据
  • 感测器数据
  • 语音辨识
  • 视讯和图像识别

第 10 章：边缘 AI 软体市场（依技术类型）

  • 电脑视觉
    • 脸部辨识
    • 影像识别
    • 影片分析
  • 机器学习演算法
    • 强化学习
    • 监督学习
    • 无监督学习
  • 自然语言处理
    • 情绪分析
    • 语音辨识
    • 文字分析

第 11 章 边缘 AI 软体市场（按最终用户）

  • 车
  • 金融
    • 演算法交易
    • 诈欺侦测
    • 风险管理
  • 卫生保健
    • 诊断影像
    • 健康管理系统
    • 病患监测
  • 製造业
    • 工业自动化
    • 预测性维护
    • 品管
  • 零售
    • 客户分析
    • 库存管理
    • 个性化行销

12.美洲边缘人工智慧软体市场

  • 美国
  • 加拿大
  • 墨西哥
  • 巴西
  • 阿根廷

13. 欧洲、中东和非洲边缘人工智慧软体市场

  • 英国
  • 德国
  • 法国
  • 俄罗斯
  • 义大利
  • 西班牙
  • 阿拉伯聯合大公国
  • 沙乌地阿拉伯
  • 南非
  • 丹麦
  • 荷兰
  • 卡达
  • 芬兰
  • 瑞典
  • 奈及利亚
  • 埃及
  • 土耳其
  • 以色列
  • 挪威
  • 波兰
  • 瑞士

14.亚太边缘人工智慧软体市场

  • 中国
  • 印度
  • 日本
  • 澳洲
  • 韩国
  • 印尼
  • 泰国
  • 菲律宾
  • 马来西亚
  • 新加坡
  • 越南
  • 台湾

第十五章竞争格局

  • 2024年市场占有率分析
  • 2024年FPNV定位矩阵
  • 竞争分析
    • Alef Edge, Inc.
    • Amazon Web Services, Inc.
    • Anagog Ltd. by Intent Hq Holdings Limited
    • Atos SE
    • Azion Technologies, Inc.
    • Blaize, Inc.
    • byteLAKE sc
    • ClearBlade, Inc.
    • Ekinops SA
    • Eurotech SpA
    • 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.

第十六章 研究人工智慧

第十七章 研究统计

第十八章 研究联络人

第十九章 研究报导

第二十章 附录

Product Code: MRR-501246437481

The Edge AI Software Market was valued at USD 2.07 billion in 2024 and is projected to grow to USD 2.53 billion in 2025, with a CAGR of 23.77%, reaching USD 7.45 billion by 2030.

KEY MARKET STATISTICS
Base Year [2024] USD 2.07 billion
Estimated Year [2025] USD 2.53 billion
Forecast Year [2030] USD 7.45 billion
CAGR (%) 23.77%

Exploring the Critical Role of Edge AI Software in Accelerating Real-Time Decision Making and Driving Innovation Across Digital Transformation Initiatives

Edge AI software is transforming the way enterprises process data and execute complex workloads by enabling analytics to occur directly on connected devices rather than relying on centralized cloud resources. This revolutionary approach empowers organizations to overcome the limitations of bandwidth constraints, privacy concerns, and latency issues associated with traditional cloud-based analytics.

By embedding intelligence at the network edge, businesses can uncover real-time insights from sensor data streams, mobile interactions, and biometric signals. The ability to perform inference locally on devices ranging from industrial controllers to smart cameras accelerates decision making and drives operational efficiencies across manufacturing, retail, and smart city applications.

As competition intensifies, pioneering adoption of edge AI software has become a critical differentiator. Companies are leveraging machine learning algorithms and computer vision models to enhance quality control on production lines, enable predictive maintenance on mission-critical equipment, and support adaptive user experiences in connected vehicles. Seamless orchestration between on-device intelligence and centralized management platforms lays the foundation for resilient, scalable, and secure IoT ecosystems.

In the sections that follow, we explore the strategic shifts reshaping the edge AI landscape, the influence of recent tariff policies, granular segmentation insights, and targeted recommendations to help organizations harness the full potential of edge AI software.

Uncovering the Strategic Inflection Points Redefining Edge AI Software Adoption and Unlocking New Operational Efficiencies in Diverse Industry Verticals

The edge AI software landscape is experiencing a wave of rapid transformation driven by breakthroughs in distributed machine learning, advanced sensor integration, and the proliferation of connected endpoints. Companies are increasingly recognizing that delivering intelligence closer to data sources unlocks new operational paradigms, enabling granular control, reduced latency, and enhanced security.

Emerging developments in microarchitecture design coupled with optimized inference engines have significantly shrunk the computational footprint required to run sophisticated deep learning models at the edge. As a result, next-generation devices can now support computer vision tasks such as facial recognition, image classification, and real-time video analytics without reliance on centralized servers.

Meanwhile, the convergence of multimodal data processing capabilities has expanded the range of viable applications to include speech recognition, sentiment analysis, and biometric authentication in scenarios ranging from autonomous vehicles to industrial robotics. This trend is further amplified by platform providers offering unified orchestration layers that streamline model deployment, lifecycle management, and performance monitoring across heterogeneous devices.

Consequently, the edge AI ecosystem is evolving from proof-of-concept pilots to full-scale production deployments. Stakeholders must remain agile in adopting these transformative shifts, as early movers are positioned to capture substantial productivity gains while establishing new benchmarks for innovation within their respective industries.

Analyzing the Far-Reaching Effects of United States Tariffs Announced for 2025 on Edge AI Software Supply Chains and Pricing Structures Globally

In 2025, the imposition of revised United States tariffs on imported semiconductors, specialized processors, and associated hardware components will exert considerable influence on the cost structure of edge AI software deployment. Organizations that rely heavily on advanced AI accelerators and sensor arrays manufactured abroad may face elevated procurement expenses that cascade into overall solution pricing.

These heightened tariffs not only affect capital expenditure for device procurement but also reshape the dynamics of vendor relationships and supply chain resilience. Companies are reevaluating their partner ecosystems to mitigate exposure to tariff-induced cost escalation by diversifying sourcing strategies or investing in domestic manufacturing capabilities. Strategic partnerships with regional hardware vendors are emerging as a key tactic to navigate evolving trade policies.

Additionally, the shifting regulatory environment has prompted software providers to explore subscription-based and usage-based licensing models that absorb a portion of the cost volatility, thereby offering more predictable budgeting for end users. In parallel, some vendors are advancing modular software architectures that can adapt to varying hardware configurations, allowing customers to select lower-cost computing modules without sacrificing critical AI capabilities.

As these tariff measures take effect, stakeholders must balance the imperative of maintaining technical performance with prudent cost management. Organizations that proactively integrate these considerations into their procurement and deployment strategies will be better positioned to sustain growth and competitive differentiation in an increasingly complex trade landscape.

In-Depth Examination of Market Segmentation by Offering Data Type Technology Type and End-User Applications Revealing Critical Demand Patterns

An in-depth exploration of market segmentation reveals the distinct drivers shaping demand across multiple dimensions. By offering, organizations evaluate the balance between consulting support, seamless deployment and integration, ongoing maintenance services, and robust software platforms complemented by dedicated hardware kits. Each of these components plays a pivotal role in ensuring that edge AI solutions align with enterprise-grade reliability and scalability requirements.

From a data type perspective, the breadth of information sources-from audio and sensor data streams to biometric scans, mobile interactions, and advanced image recognition feeds-dictates the complexity of model training, data preprocessing, and real-time inference frameworks. Use cases dependent on video analytics for surveillance, for instance, impose different performance benchmarks compared to sentiment analysis on speech recognition modules in customer service scenarios.

The underlying technology type further refines the landscape, as computer vision, machine learning algorithms, and natural language processing each demand unique architectural optimizations. Whether tuning convolutional neural networks for facial recognition, training reinforcement learning agents for autonomous navigation, or deploying sentiment analysis pipelines for text analytics, providers must offer specialized toolchains and APIs that cater to each domain's computational profile.

End-user applications round out the segmentation picture, with verticals such as automotive leveraging driver assistance systems and in-vehicle entertainment, finance deploying algorithmic trading engines and fraud detection modules, healthcare implementing diagnostic imaging and patient monitoring solutions, manufacturing harnessing predictive maintenance and industrial automation capabilities, and retail adopting customer analytics and personalized marketing strategies. Understanding how these segments intersect enables stakeholders to prioritize investment in the most impactful technology-service bundles for their target markets.

Mapping the Dynamic Growth Trajectories of Edge AI Software Across the Americas Europe Middle East Africa and Asia-Pacific Regions

Regional dynamics play a decisive role in shaping the trajectory of edge AI software innovation and adoption. In the Americas, robust investment in smart infrastructure, a thriving startup ecosystem, and supportive government initiatives foster a competitive environment where solution providers rapidly iterate on deployment models and performance benchmarks.

Across Europe, the Middle East, and Africa, regulatory frameworks emphasizing data privacy and cross-border data flows have catalyzed the development of on-premises edge AI deployments that limit reliance on external cloud environments. This focus on sovereignty and localized processing has sparked collaborations between technology vendors and regional system integrators to deliver compliant, low-latency applications for critical industries including energy, transportation, and public safety.

Asia-Pacific markets exhibit perhaps the most aggressive adoption curves, driven by large-scale smart city programs, expansive manufacturing modernization efforts, and the integration of AI capabilities into consumer electronics at mass scale. The proliferation of 5G networks in these regions further accelerates use cases that depend on high-bandwidth connectivity and ultra-low latency, such as autonomous logistics and real-time remote monitoring solutions.

Collectively, these geographic insights underscore the importance of tailoring go-to-market strategies and technology roadmaps to regional priorities, infrastructure maturity, and regulatory considerations to unlock maximum value from edge AI software investments.

Illuminating the Strategic Positioning and Competitive Differentiators of Leading Edge AI Software Providers Shaping Market Evolution and Value Chains

Leading providers in the edge AI software domain continue to differentiate themselves through strategic collaborations, targeted acquisitions, and investments in proprietary model development. By forging alliances with semiconductor manufacturers and device OEMs, software vendors gain privileged access to early silicon iterations and optimized runtimes, ensuring superior performance on the latest hardware platforms.

Some market frontrunners have reinforced their competitive position by acquiring specialized analytics startups that bring domain-specific expertise, such as advanced anomaly detection algorithms for industrial IoT or sentiment analysis modules for customer engagement applications. These acquisitions not only expand product portfolios but also accelerate time-to-market for integrated solutions.

In parallel, the most successful companies are establishing comprehensive developer ecosystems, offering extensive software development kits and pre-trained model repositories that lower the barrier to entry for enterprises seeking to pilot edge AI initiatives. By nurturing active communities and fostering open-source contributions, these organizations drive rapid innovation while simultaneously cultivating loyalty among technical audiences.

Moreover, an increasing number of vendors are leveraging data partnerships to enrich their platforms' capabilities, integrating third-party data feeds for enhanced contextual awareness, such as environmental sensor networks for smart buildings or financial market data streams for adaptive trading systems. Through these multifaceted strategies, leading companies are solidifying their positions at the nexus of hardware, software, and data, thereby defining the competitive contours of the edge AI software ecosystem.

Strategic Roadmap for Industry Leaders to Accelerate Edge AI Software Integration Enhance Operational Agility and Sustain Competitive Advantage in 2025

Industry leaders seeking to capitalize on edge AI software must first conduct a holistic evaluation of existing technology stacks, identifying legacy systems that can be augmented with on-device intelligence to unlock immediate operational benefits. A phased approach that begins with pilot deployments in high-impact use cases helps validate performance gains and build organizational confidence before scaling across the broader enterprise.

Furthermore, integrating edge AI platforms with enterprise data architectures enhances visibility into device-level telemetry, enabling advanced analytics that preemptively detect anomalies and optimize maintenance schedules. By establishing clear governance frameworks around data privacy and security at the point of capture, organizations can avert compliance risks while fostering stakeholder trust.

Investing in upskilling internal teams is equally critical; cross-functional training programs that bring together data scientists, DevOps engineers, and domain experts ensure that AI models are effectively calibrated, deployed, and monitored in real-world environments. Encouraging collaboration between these roles accelerates iterative improvements and streamlines the transition from proof-of-concept to production.

Finally, forging strategic alliances with hardware and connectivity providers mitigates supply chain uncertainties and unlocks access to the latest silicon innovations. Through these combined efforts, industry leaders can fast-track their edge AI software journey, achieve sustainable cost efficiencies, and maintain a clear path toward ongoing innovation.

This analysis draws upon a rigorous mixed-methods research framework that integrates qualitative and quantitative approaches to ensure comprehensive market coverage. Primary insights were gathered through structured interviews with industry veterans, including senior executives, solution architects, and end users, providing firsthand perspectives on adoption challenges, feature preferences, and strategic priorities.

Complementing these qualitative inputs, extensive secondary research was conducted, leveraging whitepapers, technical reports, regulatory filings, and data published by standards organizations to validate emerging trends and technology roadmaps. This triangulation of sources underpins the reliability of our findings and highlights real-world deployment case studies across multiple sectors.

Quantitative analysis methodologies incorporated statistical synthesis of investment patterns and historical deployment volumes, adjusted for regional variances and sector-specific demand drivers. By mapping these data points against key segmentation parameters-such as offering types, data modalities, technology categories, and end-user applications-the research delivers nuanced insights into market dynamics and growth trajectories.

Rigorous data validation protocols, including peer reviews and expert advisory board consultations, were employed to ensure the accuracy and relevance of all reported information. This methodological robustness guarantees that strategic recommendations are grounded in empirical evidence and tailored to address the evolving needs of stakeholders throughout the edge AI software ecosystem.

Concluding Insights Highlighting the Imperative of Edge AI Software Adoption for Future-Proofing Operations and Fostering Continued Innovation Across Industries

Edge AI software stands at the forefront of a new wave of technological advancement, enabling organizations to harness real-time intelligence with unprecedented speed, security, and contextual awareness. The convergence of optimized hardware accelerators, advanced machine learning frameworks, and ubiquitous connectivity has set the stage for transformative applications across industries ranging from manufacturing to finance.

The strategic insights presented underscore the necessity for firms to align their technology investments with evolving regulatory landscapes, supply chain considerations, and regional market priorities. Moreover, a deep understanding of segmentation variables-from offering models to data types and end-user scenarios-empowers decision makers to craft targeted strategies that drive measurable business outcomes.

Ultimately, success in the edge AI software arena will hinge on an organization's ability to foster collaboration among technical experts, streamline deployment pipelines, and maintain flexible partnerships across the hardware and data landscapes. By embracing these imperatives, enterprises can future-proof their operations, realize significant efficiency gains, and unlock new avenues for innovation in the digital era.

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