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市场调查报告书
商品编码
1470419

边缘人工智慧软体市场：按组件、资料来源、应用程式和最终用途划分 - 全球预测，2024-2030 年

Edge AI Software Market by Component (Services, Solution), Data Source (Biometric Data, Mobile Data, Sensor Data), Application, End-use - Global Forecast 2024-2030
出版日期: | 出版商: 360iResearch | 英文 193 Pages | 商品交期: 最快1-2个工作天内

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预计2023年边缘人工智慧软体市场规模为12.5亿美元，预计2024年将达15.8亿美元，2030年将达到65.4亿美元，复合年增长率为26.55%。

边缘人工智慧是指在边缘运算环境中部署和利用人工智慧，从而在更靠近资料收集的地方执行复杂的运算，而不是在集中式云端运算设施或异地资料中心中进行。边缘人工智慧软体允许机器学习演算法在实体硬体设备上运行。边缘人工智慧软体主要应用于工业自动化、监控、机器人和物联网设备等各个领域。对低延迟和低频宽消耗的即时处理的需求正在推动这些领域对边缘人工智慧软体的需求，并扩大了行业范围。认知运算能力的增强，以及各种智慧型装置产生的资料的激增，正在为边缘人工智慧软体创造大量潜在机会。整合和处理边缘人工智慧软体的困难，以及维护边缘人工智慧软体需要大量资源，可能会阻止新进入者进入这一领域。此外，资料隐私和安全问题，以及设备间通讯标准化通讯协定的缺乏，都阻碍了边缘人工智慧软体的普及。然而，製造商不断投资于研发倡议，以改善其软体服务的隐私通讯协定和资料安全性。边缘人工智慧软体创新和研究最有前景的领域是网路安全、自动化医疗系统和智慧城市等领域。 5G 连接、量子计算和自然语言处理 (NLP) 等技术进步为未来创新带来了机会。

主要市场统计
基准年[2023] 12.5亿美元
预测年份 [2024] 15.8亿美元
预测年份 [2030] 65.4亿美元
复合年增长率（%） 26.55%

组成部分：支援边缘人工智慧软体解决方案进步的研究计划

与 Edge AI 软体相关的服务包括咨询、整合和支援服务，可增强 Edge AI 软体解决方案的整体功能、可用性和最佳化。这些服务旨在帮助企业部署人工智慧以满足其独特需求，从而推动效率和业务成长。边缘人工智慧软体服务支援和维护包括定期系统更新、快速故障排除、效能最佳化、即时威胁异常检测以及主动故障预测的持续监控。透过仔细的系统整合和测试例行实践来确保可靠的性能。培训和咨询包括技术培训、最佳实践方法的咨询服务以及策略边缘运算使用的咨询服务。解决方案事业部将专注于人工智慧技术在网路边缘的应用。这包括机器学习、深度学习、自然语言处理和电脑视觉。边缘人工智慧平台是一个综合的生态系统，为网路边缘的资料收集、处理、分析和决策提供支援。边缘人工智慧的软体工具包括预先建构的人工智慧模型、人工智慧演算法、演算法训练工具、分析软体和应用开发工具。

资料来源：由于工业中感测器技术的使用增加而产生感测器资料

边缘人工智慧软体以有效的方式利用生物识别资料来检验身份验证并建立更复杂的使用案例。通常由软体管理的生物辨识资料包括指纹、脸部辨识、虹膜图案等。行动资料构成边缘人工智慧的关键部分，即时分析直接在行动和物联网设备上管理。边缘人工智慧允许设备在本地处理和解释资料，从而提高效能并减少延迟和对持续互联网连接的需求。边缘人工智慧软体利用物联网设备、工业机械、智慧家庭系统和自动驾驶汽车的感测器资料。语音辨识作为一种边缘人工智慧应用，为免持设备控制、转录服务和辅助技术带来了巨大的价值。视讯和影像识别功能支援即时视讯分析、物件侦测和脸部辨识。由于边缘人工智慧在本地处理资料，因此可以最大限度地减少频宽使用和延迟，从而优化监控系统、自动驾驶车辆和其他严重依赖视觉资料的技术的效率。

应用：对永续性的日益关注推动边缘人工智慧软体在能源管理中的采用

企业使用存取管理解决方案来验证、授权和审核对本机和云端基础的应用程式和 IT 系统的存取。边缘人工智慧软体在存取管理方面具有巨大的潜在应用，可以发现行为模式以识别潜在的安全风险。边缘人工智慧对于自动驾驶汽车至关重要，因为它提供先进导航系统所需的即时资料处理、预测分析和机器学习功能。能源管理部门利用边缘人工智慧解决方案根据即时资料优化能源消耗。边缘人工智慧可预测能源需求并有效管理供应，从而降低成本和环境影响。边缘人工智慧透过实现即时作物监测、资源优化和最大化作物产量，彻底改变了精密农业。远端监控和预测性维护应用越来越多地采用边缘人工智慧技术来预测设备故障并确定最佳维护计划。边缘人工智慧透过提供即时健康追踪、用户建议和资料安全，是改善智慧型穿戴装置功能的关键。遥测使用感测器和其他设备来收集、传输和测量来自各种远端来源的资料。边缘人工智慧即时分析和解释不同资料集的能力大大增强了遥测技术。视讯监控中的边缘人工智慧可实现脸部辨识、运动侦测和行为分析等高级功能。

最终用途 政府和公共部门需要最佳的资料安全和隐私

在汽车产业，边缘人工智慧软体支援 ADAS（高级驾驶辅助系统）、预测性维护和资讯娱乐等功能。边缘人工智慧软体在能源和公共业务部门的能源消耗预测、电网优化和业务效率方面发挥关键作用。政府和公共部门对先进监控系统、资料安全和智慧公共服务的需求推动了对边缘人工智慧软体的需求。边缘人工智慧将对医疗保健领域的远端患者监护、医学影像分析和预测分析产生重大影响。在製造领域，边缘人工智慧软体用于预测性维护、品质保证和即时设备监控。在通讯业，边缘人工智慧对于网路优化、即时监控、诈欺侦测和客户服务至关重要。

区域洞察

技术进步和不断增长的用户群推动了美洲（尤其是美国和加拿大）对边缘人工智慧软体的需求。这些国家在人工智慧研究、技术专利、资料中心和计算技术方面拥有大量投资。此外，物联网和感测器技术在工业用例中的快速采用正在推动对边缘人工智慧软体的需求。凭藉严格的资料隐私法规，欧盟国家正在努力扩大边缘人工智慧的使用，以减少资料传输的需求。欧洲国家也拥有强大的人工智慧专案和技术研究基础设施，为边缘人工智慧软体的重大进步做出了贡献。在欧盟，由人工智慧软体支援的边缘运算设备和技术正在迅速部署，以推进医学研究。在亚太地区，中国、日本和印度由于其庞大的消费群和快速的数位转型，在人工智慧软体的采用方面处于领先地位。中国拥有政府支持的技术研究和智慧城市计划项目。同时，日本正大力投资机器人技术以及人工智慧解决方案，展示了边缘人工智慧软体的广泛适用性。由于其精通技术的人口和不断发展的数位生态系统，印度的边缘人工智慧软体格局具有巨大潜力。

FPNV定位矩阵

FPNV定位矩阵对于评估边缘AI软体市场至关重要。我们检视与业务策略和产品满意度相关的关键指标，以对供应商进行全面评估。这种深入的分析使用户能够根据自己的要求做出明智的决策。根据评估，供应商被分为四个成功程度不同的像限。最前线 (F)、探路者 (P)、利基 (N) 和重要 (V)。

市场占有率分析

市场占有率分析是一种综合工具，可以对边缘人工智慧软体市场供应商的现状进行深入而详细的研究。全面比较和分析供应商在整体收益、基本客群和其他关键指标方面的贡献，以便更好地了解公司的绩效及其在争夺市场占有率时面临的挑战。此外，该分析还提供了对该细分市场竞争特征的宝贵见解，包括在研究基准年观察到的累积、分散主导地位和合併特征等因素。详细程度的提高使供应商能够做出更明智的决策并制定有效的策略，从而在市场上获得竞争优势。

本报告在以下方面提供了宝贵的见解：

1. 市场渗透率：提供有关主要企业所服务的市场的全面资讯。

2. 市场开拓：我们深入研究利润丰厚的新兴市场，并分析其在成熟细分市场的渗透率。

3. 市场多元化：包括新产品发布、开拓地区、最新发展和投资的详细资讯。

4. 竞争评估和情报：对主要企业的市场占有率、策略、产品、认证、监管状况、专利状况和製造能力进行全面评估。

5. 产品开发与创新：包括对未来技术、研发活动和突破性产品开发的智力见解。

本报告解决了以下关键问题：

1.边缘AI软体市场的市场规模与预测是多少？

2.在边缘人工智慧软体市场预测期内，我们应该考虑投资哪些产品和应用程式？

3.边缘AI软体市场的技术趋势与法规结构是什么？

4.边缘AI软体市场主要厂商的市场占有率为何？

5. 进入边缘AI软体市场的合适形式和策略手段是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 增加边缘设备的使用和物联网设备的集成
      • 对增强资料隐私和安全性的需求不断增长
      • 加强社群媒体和电子商务平台的使用
    • 抑制因素
      • 与边缘人工智慧解决方案相关的隐私和安全问题
    • 机会
      • 边缘人工智慧软体改进
      • 大量投资在全球扩展 5G 网络
    • 任务
      • 互通性问题减缓了边缘人工智慧软体的采用
  • 市场区隔分析
    • 组成部分：帮助推进边缘人工智慧软体解决方案的研究倡议
    • 资料来源：由于工业中感测器技术的使用增加而产生感测器资料
    • 应用：日益增长的永续性担忧推动边缘人工智慧软体在能源管理中的采用
    • 最终用途：确保政府和公共部门最佳资料安全和隐私的需要
  • 市场趋势分析
  • 俄罗斯和乌克兰衝突的累积影响
  • 高通膨的累积效应
  • 波特五力分析
  • 价值炼和关键路径分析
  • 法规结构分析
  • 客户客製化

第六章 边缘人工智慧软体市场：按组成部分

  • 介绍
  • 服务
  • 解决方案

第七章 边缘人工智慧软体市场：依资料来源划分

  • 介绍
  • 生物识别资料
  • 行动资料
  • 感测器资料
  • 语音辨识
  • 视讯和图像识别

第 8 章 边缘人工智慧软体市场：按应用分类

  • 介绍
  • 存取管理
  • 自动驾驶汽车
  • 能源管理
  • 精密农业
  • 远端监控和预测性维护
  • 智慧穿戴
  • 遥测
  • 视讯监控

第 9 章 边缘人工智慧软体市场：依最终用途分类

  • 介绍
  • 车
  • 能源和公共
  • 政府和公共部门
  • 医疗保健
  • 製造业
  • 通讯

第10章美洲边缘AI软体市场

  • 介绍
  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十一章亚太边缘人工智慧软体市场

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

第十二章欧洲、中东和非洲边缘人工智慧软体市场

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

第十三章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析

第14章竞争组合

  • 主要企业简介
  • 主要产品系列
Product Code: MRR-501246437481

[193 Pages Report] The Edge AI Software Market size was estimated at USD 1.25 billion in 2023 and expected to reach USD 1.58 billion in 2024, at a CAGR 26.55% to reach USD 6.54 billion by 2030.

Edge AI refers to the deployment and utilization of AI in an edge computing environment, which allows complex computations to be done closer to where data is collected rather than at a centralized cloud computing facility or an offsite data center. Edge AI software allows machine learning algorithms to be run on a physical hardware device. Edge AI software is primarily employed in various sectors, including industrial automation, surveillance, robotics, and IoT devices. The need for real-time processing, with reduced latency and bandwidth consumption, has fueled the demand for edge AI software within these sectors, broadening the scope of the industry. The enhancement in cognitive computing capabilities, along with the surge in data generated from various smart devices, has created numerous potential opportunities for edge AI software. Difficulty of integration and handling of edge AI software and the need for a significant amount of resources to maintain edge AI software can deter new entrants in the field. Furthermore, data privacy and security issues and a lack of standardized protocols for inter-device communications have posed hurdles to the widespread adoption of edge AI software. However, manufacturers are constantly investing in R&D initiatives to improve the privacy protocols and data security of their software services. The most promising areas for innovation and research in edge AI software are attributed to sectors such as cybersecurity, automated Healthcare systems, and smart cities. Technological advancements such as 5G connectivity, quantum computing, and advancements in natural language processing (NLP) provide opportunities for future innovation.

KEY MARKET STATISTICS
Base Year [2023] USD 1.25 billion
Estimated Year [2024] USD 1.58 billion
Forecast Year [2030] USD 6.54 billion
CAGR (%) 26.55%

Component: Research initiatives to support advancements in edge AI software solutions

Services in the context of edge AI software comprise consultation, integration, and support services that enhance the overall functioning, usability, and optimization of the edge AI software solutions. These services are aimed at helping businesses tailor AI implementations to their unique needs, thus driving efficiencies and business growth. Support and maintenance of edge AI software services include regular system updates, prompt troubleshooting, performance optimization, real-time threat anomaly detection, and continuous monitoring for proactive fault anticipation. Reliable performance is ensured by practicing meticulous system integration and testing routines. Training and consulting include technical training, consultative services for best practice approaches, and advisory services for strategic edge computation use. The solution segment revolves around the application of AI technologies at the edge of the network. This includes machine learning, deep learning, natural language processing, and computer vision. The edge AI platform is a comprehensive ecosystem that facilitates data collection, processing, analytics, and decision-making at the edge of the network. Software tools for edge AI include pre-built AI models, AI algorithms, algorithm training tools, analytics software, and application development tools.

Data source: Generation of sensor data due to growing utilization of sensor technologies in industries

Edge AI software utilizes biometric data in an effective manner in order to validate authentications and build more complex use cases. The biometric data typically managed by the software might include fingerprints, facial recognition, and iris patterns, among others. Mobile data forms a critical part of edge AI with real-time analytics, managed directly on mobile or IoT devices. Edge AI enables devices to process and interpret data locally, thereby enhancing performance and reducing both latency and the need for constant internet connection. Edge AI software's effective utilization of sensor data stems from IoT devices, industrial machines, smart home systems, and autonomous vehicles. Speech recognition, as an application of edge AI, holds tremendous value in hands-free device control, transcription services, and assistive technology. Video and image recognition capabilities support real-time video analytics, object detection, and facial recognition. Since edge AI processes the data locally, it minimizes bandwidth use and latency, thus optimizing the efficiency of surveillance systems, autonomous vehicles, and other technologies relying heavily on visual data.

Application: Growing sustainability concerns driving adoption of edge AI software in energy management

Access management solutions are used by organizations to authenticate, authorize, and audit access to on-premises and cloud-based applications and IT systems. Edge AI software finds substantial application in access management, where it uncovers patterns in behavior to identify potential security risks. AI at the edge is essential for autonomous vehicles as it offers real-time data processing, predictive analytics, and machine learning capabilities required for sophisticated navigation systems. The energy management segment utilizes edge AI solutions to optimize energy consumption based on real-time data. It aids in predicting energy needs and managing supply efficiently, thus saving costs and reducing environmental impact. Edge AI has transformed precision agriculture by enabling real-time crop monitoring, optimizing resources, and maximizing crop yield. Remote monitoring and predictive maintenance applications are increasingly embracing edge AI technology to predict equipment failures and determine optimal maintenance schedules. Edge AI has been key to improving the functionality of smart wearables by providing real-time health tracking, user recommendations, and data security. Telemetry allows the collection, transmission, and measurement of data from diverse remote sources using sensors and other devices. Telemetry has been greatly enhanced by edge AI's ability to analyze and interpret diverse data sets in real-time. Edge AI in video surveillance enables sophisticated functions such as facial recognition, motion detection, and behavioral analysis.

End-use: Need to ensure optimum data security and privacy in government & public Sector

In the automotive industry, edge AI software aids in functions such as advanced driver assistance systems (ADAS), predictive maintenance, and infotainment. Edge AI software plays an important role in energy consumption prediction, power grid optimization, and operational efficiency in the energy and utilities sector. The demand for edge AI software is driven by the need for sophisticated surveillance systems, data security, and intelligent public services in the government and public sector. Edge AI has a tremendous impact on remote patient monitoring, medical image analysis, and predictive analytics in healthcare. The manufacturing industry utilizes edge AI software for predictive maintenance, quality assurance, and real-time equipment monitoring. Edge AI is essential in the telecom industry for network optimization, real-time monitoring, fraud detection, and customer service.

Regional Insights

The demand for edge AI Software in the Americas, notably in the United States and Canada, is fueled by technological advancements and a growing user base. These countries are characterized by high investment in AI research, technological patents, data centers, and computing technologies. Furthermore, the rapid adoption of IoT and sensor technologies in industrial use cases has driven the demand for edge AI software. EU countries, driven by stringent data privacy regulations, are striving to increase the use of edge AI, lessening the need for data transport. European nations are also characterized by robust research infrastructure for AI programs and technologies, contributing to significant advancements in edge AI software. In the EU, edge computing devices and technologies equipped with AI software are rapidly being deployed to advance healthcare research. In the APAC region, China, Japan, and India drive the adoption of edge AI software due to their vast consumer base and rapid digital transformation. China has government-backed programs for technological research and smart city initiatives. Meanwhile, Japan is investing heavily in robot technology along with AI-infused solutions, thereby demonstrating a broad scope for edge AI software. India's landscape for edge AI software holds massive potential due to its tech-savvy demographics and growing digital ecosystem.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the Edge AI Software Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the Edge AI Software Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the Edge AI Software Market, highlighting leading vendors and their innovative profiles. These include Adapdix, Inc., Alef Edge, Inc., Amazon Web Services, Inc., Anagog Ltd., Atos SE, Azion Technologies, Inc., Blaize, byteLAKE s.c., ClearBlade, Inc., Ekinops S.A., Eurotech S.p.A., Google LLC by Alphabet, Inc., Gorilla Technology Group Inc., Gorilla Technology Inc., Hailo Technologies Ltd., Imagimob AB, 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, T-DAB.AI Ltd., Tact.ai Technologies, Inc., Tata Elxsi Limited, TIBCO Software Inc., Veea Inc., VMWare, Inc., and ZEDEDA, Inc..

Market Segmentation & Coverage

This research report categorizes the Edge AI Software Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Component
    • Services
      • Support & Maintenance
      • System Integration & Testing
      • Training & Consulting
    • Solution
      • Platform
      • Software Tools
  • Data Source
    • Biometric Data
    • Mobile Data
    • Sensor Data
    • Speech Recognition
    • Video & Image Recognition
  • Application
    • Access Management
    • Autonomous Vehicles
    • Energy Management
    • Precision Agriculture
    • Remote Monitoring & Predictive Maintenance
    • Smart Wearables
    • Telemetry
    • Video Surveillance
  • End-use
    • Automotive
    • Energy and Utilities
    • Government & Public Sector
    • Healthcare
    • Manufacturing
    • Telecom
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the Edge AI Software Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the Edge AI Software Market?

3. What are the technology trends and regulatory frameworks in the Edge AI Software Market?

4. What is the market share of the leading vendors in the Edge AI Software Market?

5. Which modes and strategic moves are suitable for entering the Edge AI Software Market?

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

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Rising Use of Edge Devices and Integration of IoT Devices
      • 5.1.1.2. Increasing Demand for Enhanced Data Privacy and Security
      • 5.1.1.3. Intensifying Usage of Social Media and eCommerce Platforms
    • 5.1.2. Restraints
      • 5.1.2.1. Privacy and Security Concerns Related to Edge AI Solutions
    • 5.1.3. Opportunities
      • 5.1.3.1. Improvements in Edge AI Software
      • 5.1.3.2. Significant Investment for Expanding 5G Network Worldwide
    • 5.1.4. Challenges
      • 5.1.4.1. Interoperability Issues Slowing the Adoption of Edge AI Software
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Component: Research initiatives to support advancements in edge AI software solutions
    • 5.2.2. Data source: Generation of sensor data due to growing utilization of sensor technologies in industries
    • 5.2.3. Application: Growing sustainability concerns driving adoption of edge AI software in energy management
    • 5.2.4. End-use: Need to ensure optimum data security and privacy in government & public Sector
  • 5.3. Market Trend Analysis
  • 5.4. Cumulative Impact of Russia-Ukraine Conflict
  • 5.5. Cumulative Impact of High Inflation
  • 5.6. Porter's Five Forces Analysis
    • 5.6.1. Threat of New Entrants
    • 5.6.2. Threat of Substitutes
    • 5.6.3. Bargaining Power of Customers
    • 5.6.4. Bargaining Power of Suppliers
    • 5.6.5. Industry Rivalry
  • 5.7. Value Chain & Critical Path Analysis
  • 5.8. Regulatory Framework Analysis
  • 5.9. Client Customization

6. Edge AI Software Market, by Component

  • 6.1. Introduction
  • 6.2. Services
  • 6.3. Solution

7. Edge AI Software Market, by Data Source

  • 7.1. Introduction
  • 7.2. Biometric Data
  • 7.3. Mobile Data
  • 7.4. Sensor Data
  • 7.5. Speech Recognition
  • 7.6. Video & Image Recognition

8. Edge AI Software Market, by Application

  • 8.1. Introduction
  • 8.2. Access Management
  • 8.3. Autonomous Vehicles
  • 8.4. Energy Management
  • 8.5. Precision Agriculture
  • 8.6. Remote Monitoring & Predictive Maintenance
  • 8.7. Smart Wearables
  • 8.8. Telemetry
  • 8.9. Video Surveillance

9. Edge AI Software Market, by End-use

  • 9.1. Introduction
  • 9.2. Automotive
  • 9.3. Energy and Utilities
  • 9.4. Government & Public Sector
  • 9.5. Healthcare
  • 9.6. Manufacturing
  • 9.7. Telecom

10. Americas Edge AI Software Market

  • 10.1. Introduction
  • 10.2. Argentina
  • 10.3. Brazil
  • 10.4. Canada
  • 10.5. Mexico
  • 10.6. United States

11. Asia-Pacific Edge AI Software Market

  • 11.1. Introduction
  • 11.2. Australia
  • 11.3. China
  • 11.4. India
  • 11.5. Indonesia
  • 11.6. Japan
  • 11.7. Malaysia
  • 11.8. Philippines
  • 11.9. Singapore
  • 11.10. South Korea
  • 11.11. Taiwan
  • 11.12. Thailand
  • 11.13. Vietnam

12. Europe, Middle East & Africa Edge AI Software Market

  • 12.1. Introduction
  • 12.2. Denmark
  • 12.3. Egypt
  • 12.4. Finland
  • 12.5. France
  • 12.6. Germany
  • 12.7. Israel
  • 12.8. Italy
  • 12.9. Netherlands
  • 12.10. Nigeria
  • 12.11. Norway
  • 12.12. Poland
  • 12.13. Qatar
  • 12.14. Russia
  • 12.15. Saudi Arabia
  • 12.16. South Africa
  • 12.17. Spain
  • 12.18. Sweden
  • 12.19. Switzerland
  • 12.20. Turkey
  • 12.21. United Arab Emirates
  • 12.22. United Kingdom

13. Competitive Landscape

  • 13.1. Market Share Analysis, 2023
  • 13.2. FPNV Positioning Matrix, 2023
  • 13.3. Competitive Scenario Analysis
    • 13.3.1. Eurotech announces a new secure edge AI portfolio complying with the IEC 62443 cybersecurity standard
    • 13.3.2. Thundercomm Announces the Release of EB3Gen2 Edge AI Station to Drive Digital Transformation Across IoT Solutions
    • 13.3.3. Microsoft brings Bing AI features to Edge sidebar
    • 13.3.4. BYTE Acquisition Corp. and Airship AI Holdings, Inc. Announce Letter of Intent for a Business Combination
    • 13.3.5. NVIDIA Unveils GPU-Accelerated AI-on-5G System for Edge AI, 5G and Omniverse Digital Twins
    • 13.3.6. MemryX Inc. and Edge Impulse Announce Partnership to Effortlessly Develop and Deploy AI on MemryX Edge AI Processors
    • 13.3.7. Gorilla Technology Group Announces First U.K. Customer
    • 13.3.8. Microsoft Announces New Multibillion-Dollar Investment in Chatgpt-Maker Openai
    • 13.3.9. Edge Impulse partners with BrainChip for edge AI development
    • 13.3.10. Atos Unveils the Bullsequana Sh Server for Secure, Carbon-Efficient Hybrid Computing and Bullsequana Ex Series for Trusted Ai Applications at the Edge
    • 13.3.11. Kinara and Awiros Partnership to Provide High Performance AI Video Applications
    • 13.3.12. Synaptics Launches KatanaConnect, Industry's First Miniature Wireless AI Vision and Audio Module for Rapid Implementation of Battery-Powered IoT Devices
    • 13.3.13. VMware Extends SD-WAN Leadership with Innovations Enabling Enterprises to Connect and Secure the Distributed, Multi-Cloud Edge
    • 13.3.14. VMware Stockholders Approve Proposed Acquisition of VMware by Broadcom, Inc.
    • 13.3.15. Edge AI Startup Numurus Raises Funding for Robotics, Sensor Solutions
    • 13.3.16. Deploying Edge AI in NVIDIA Headquarters
    • 13.3.17. Airtel and IBM to Work Together to Bring Secured Edge Cloud Services to Indian Enterprises
    • 13.3.18. Eurotech Announces The Acquisition Of Inonet Computer Gmbh
    • 13.3.19. Intel eyes AI on 'Edge COmputing'
    • 13.3.20. Zededa Lands a Cash Infusion to Expand its Edge Device Management Software
    • 13.3.21. Hikma Ventures Invests in Tact.Ai, An Ai-Powered Customer Engagement Platform for Life Sciences Companies
    • 13.3.22. Johnson Controls acquires FogHorn, integrates Edge AI platform in OpenBlue
    • 13.3.23. Mavenir Launches 5G Hyperconverged Edge AI Solution for Enterprise & Telco Market Based on NVIDIA Platforms

14. Competitive Portfolio

  • 14.1. Key Company Profiles
  • 14.2. Key Product Portfolio

LIST OF FIGURES

  • FIGURE 1. EDGE AI SOFTWARE MARKET RESEARCH PROCESS
  • FIGURE 2. EDGE AI SOFTWARE MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL EDGE AI SOFTWARE MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2023 VS 2030 (%)
  • FIGURE 5. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. EDGE AI SOFTWARE MARKET DYNAMICS
  • FIGURE 7. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
  • FIGURE 8. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 9. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2023 VS 2030 (%)
  • FIGURE 10. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 11. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 12. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 13. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2023 VS 2030 (%)
  • FIGURE 14. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 15. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 16. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 17. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 18. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 19. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 20. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 21. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 22. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 23. EDGE AI SOFTWARE MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 24. EDGE AI SOFTWARE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. EDGE AI SOFTWARE MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL EDGE AI SOFTWARE MARKET SIZE, 2018-2023 (USD MILLION)
  • TABLE 4. GLOBAL EDGE AI SOFTWARE MARKET SIZE, 2024-2030 (USD MILLION)
  • TABLE 5. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 6. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 7. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 8. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 9. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 10. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 11. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 12. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 13. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 14. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 15. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SYSTEM INTEGRATION & TESTING, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 16. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SYSTEM INTEGRATION & TESTING, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 17. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TRAINING & CONSULTING, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 18. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TRAINING & CONSULTING, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 19. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 20. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 21. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 22. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 23. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PLATFORM, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 24. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PLATFORM, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 25. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOFTWARE TOOLS, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 26. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SOFTWARE TOOLS, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 27. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 28. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 29. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY BIOMETRIC DATA, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 30. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY BIOMETRIC DATA, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 31. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MOBILE DATA, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 32. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MOBILE DATA, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 33. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SENSOR DATA, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 34. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SENSOR DATA, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 35. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 36. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 37. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY VIDEO & IMAGE RECOGNITION, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 38. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY VIDEO & IMAGE RECOGNITION, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 39. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 40. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 41. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY ACCESS MANAGEMENT, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 42. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY ACCESS MANAGEMENT, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 43. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY AUTONOMOUS VEHICLES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 44. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY AUTONOMOUS VEHICLES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 45. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 46. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 47. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PRECISION AGRICULTURE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 48. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY PRECISION AGRICULTURE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 49. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REMOTE MONITORING & PREDICTIVE MAINTENANCE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 50. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY REMOTE MONITORING & PREDICTIVE MAINTENANCE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 51. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SMART WEARABLES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 52. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY SMART WEARABLES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 53. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TELEMETRY, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 54. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TELEMETRY, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 55. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY VIDEO SURVEILLANCE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 56. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY VIDEO SURVEILLANCE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 57. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 58. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 59. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 60. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 61. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY ENERGY AND UTILITIES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 62. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY ENERGY AND UTILITIES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 63. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY GOVERNMENT & PUBLIC SECTOR, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 64. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY GOVERNMENT & PUBLIC SECTOR, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 65. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 66. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY HEALTHCARE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 67. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 68. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY MANUFACTURING, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 69. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TELECOM, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 70. GLOBAL EDGE AI SOFTWARE MARKET SIZE, BY TELECOM, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 71. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 72. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 73. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 74. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 75. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 76. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 77. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 78. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 79. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 80. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 81. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 82. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 83. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 84. AMERICAS EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 85. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 86. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 87. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 88. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 89. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 90. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 91. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 92. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 93. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 94. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 95. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 96. ARGENTINA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 97. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 98. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 99. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 100. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 101. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 102. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 103. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 104. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 105. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 106. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 107. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 108. BRAZIL EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 109. CANADA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 110. CANADA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 111. CANADA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 112. CANADA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 113. CANADA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 114. CANADA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 115. CANADA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 116. CANADA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 117. CANADA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 118. CANADA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 119. CANADA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 120. CANADA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 121. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 122. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 123. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 124. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 125. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 126. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 127. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 128. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 129. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 130. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 131. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 132. MEXICO EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 133. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 134. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 135. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 136. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 137. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 138. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 139. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 140. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 141. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 142. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 143. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 144. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 145. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
  • TABLE 146. UNITED STATES EDGE AI SOFTWARE MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
  • TABLE 147. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 148. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 149. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 150. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 151. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 152. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 153. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 154. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 155. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 156. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 157. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 158. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 159. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 160. ASIA-PACIFIC EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 161. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 162. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 163. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 164. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 165. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 166. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 167. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 168. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 169. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 170. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 171. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 172. AUSTRALIA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 173. CHINA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 174. CHINA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 175. CHINA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 176. CHINA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 177. CHINA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 178. CHINA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 179. CHINA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 180. CHINA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 181. CHINA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 182. CHINA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 183. CHINA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 184. CHINA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 185. INDIA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 186. INDIA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 187. INDIA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 188. INDIA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 189. INDIA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 190. INDIA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 191. INDIA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 192. INDIA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 193. INDIA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 194. INDIA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 195. INDIA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 196. INDIA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 197. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 198. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 199. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 200. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 201. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 202. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 203. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 204. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 205. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 206. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 207. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 208. INDONESIA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 209. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 210. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 211. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 212. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 213. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 214. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 215. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 216. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 217. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 218. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 219. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 220. JAPAN EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 221. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 222. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 223. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 224. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 225. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 226. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 227. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 228. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 229. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 230. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 231. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 232. MALAYSIA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 233. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 234. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 235. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 236. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 237. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 238. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 239. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 240. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 241. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 242. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 243. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 244. PHILIPPINES EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 245. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 246. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 247. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 248. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 249. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 250. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 251. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 252. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 253. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 254. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 255. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 256. SINGAPORE EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 257. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 258. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 259. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 260. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 261. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 262. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 263. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 264. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 265. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 266. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 267. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 268. SOUTH KOREA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 269. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 270. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 271. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 272. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 273. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 274. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 275. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 276. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 277. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 278. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 279. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 280. TAIWAN EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 281. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 282. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 283. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 284. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 285. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 286. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 287. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 288. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 289. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 290. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 291. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 292. THAILAND EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 293. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 294. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 295. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 296. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 297. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 298. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 299. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 300. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 301. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 302. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 303. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 304. VIETNAM EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 305. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 306. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 307. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 308. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 309. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 310. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 311. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 312. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 313. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 314. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 315. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 316. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 317. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 318. EUROPE, MIDDLE EAST & AFRICA EDGE AI SOFTWARE MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 319. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 320. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 321. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 322. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 323. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 324. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 325. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 326. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 327. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 328. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 329. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 330. DENMARK EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 331. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 332. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 333. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 334. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 335. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 336. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 337. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 338. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 339. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 340. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 341. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 342. EGYPT EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 343. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 344. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 345. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 346. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 347. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 348. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 349. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 350. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 351. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 352. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 353. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2018-2023 (USD MILLION)
  • TABLE 354. FINLAND EDGE AI SOFTWARE MARKET SIZE, BY END-USE, 2024-2030 (USD MILLION)
  • TABLE 355. FRANCE EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 356. FRANCE EDGE AI SOFTWARE MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 357. FRANCE EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
  • TABLE 358. FRANCE EDGE AI SOFTWARE MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
  • TABLE 359. FRANCE EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
  • TABLE 360. FRANCE EDGE AI SOFTWARE MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
  • TABLE 361. FRANCE EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 362. FRANCE EDGE AI SOFTWARE MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 363. FRANCE EDGE AI SOFTWARE MARKET SIZE, BY APPLICATION, 201