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市场调查报告书
商品编码
1575115

边缘人工智慧软体市场规模、份额、趋势分析报告：按产品、按资料类型、按行业、按地区、细分市场预测，2024-2030 年

Edge AI Software Market Size, Share & Trends Analysis Report By Offering, By Data Type (Audio Data, Mobile Data, Sensor Data, Biometric Data, Speech Recognition), By Vertical, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10个工作天内

价格

边缘人工智慧软体市场规模与趋势：

预计2023年全球边缘人工智慧软体市场规模将达15.6亿美元，2024年至2030年复合年增长率为28.8%。

物联网 (IoT) 设备的激增、即时决策需求的增加、人工智慧和机器学习的进步以及 5G 网路的扩展等众多因素是推动市场成长的主要因素。此外，在边缘设备上本地处理资料使企业能够遵守严格的资料隐私法规，并避免与将敏感资料传送到集中式云端伺服器相关的安全风险。这对于医疗保健、金融和政府部门尤其重要。因此，边缘人工智慧（AI）软体市场正在经历快速成长。

边缘人工智慧系统旨在提高能源效率，对于无人机、感测器和穿戴式装置等各种电池供电设备至关重要。这使得边缘人工智慧解决方案可扩展部署到各个领域。此外，透过在边缘执行人工智慧处理，企业可以大幅降低与将资料传输到云端相关的成本。它还减少了延迟，使边缘人工智慧适合需要快速回应时间的应用，例如机器人和智慧製造。此外，自动驾驶汽车、无人机和机器人的兴起需要在边缘进行即时人工智慧处理，以执行各种任务，例如物体识别、导航和决策，而无需依赖基于云端基础的系统。

工业 4.0 和智慧製造计划正在推动对边缘人工智慧软体的需求，这些软体能够实现生产线监控和优化、设备故障预测和即时品管。人工智慧和机器学习演算法的持续发展使得在运算资源有限的边缘设备上高效运行复杂模型成为可能。随着这一进步，边缘AI的应用范围正在扩展到各个行业。这些驱动因素共同有助于加速边缘人工智慧软体市场在多个行业和地区的采用和成长。

目录

第一章调查方法与范围

第 2 章执行摘要

第 3 章 边缘人工智慧软体市场变数、趋势与范围

  • 市场介绍/系统展望
  • 市场规模及成长前景
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 行业机会
    • 产业挑战
  • 边缘人工智慧软体市场分析工具
    • 波特的分析
    • PESTEL分析

第 4 章 边缘人工智慧软体市场：产品估算与趋势分析

  • 细分仪表板
  • 边缘人工智慧软体市场：产品变化分析，百万美元，2023-2030
  • 解决方案
  • 服务

第五章 边缘人工智慧软体市场：资料类型估计与趋势分析

  • 细分仪表板
  • 边缘人工智慧软体市场：资料类型变化分析，百万美元，2023-2030
  • 音讯资料
  • 行动资料
  • 感测器资料
  • 生物识别资料
  • 语音辨识
  • 视讯和图像识别
  • 其他的

第六章 边缘AI软体市场：产业预测与趋势分析

  • 细分仪表板
  • 边缘人工智慧软体市场：产业变化分析，百万美元，2023-2030
  • BFSI
  • 政府/公共部门
  • 医疗保健/生命科学
  • 资讯科技/通讯
  • 能源/公共产业
  • 製造业
  • 车
  • 其他的

第七章 边缘人工智慧软体市场：区域估算与趋势分析

  • 2023 年和 2030 年边缘人工智慧软体市场占有率（按地区）
  • 北美洲
    • 透过提供，2017-2030
    • 按资料类型划分，2017-2030
    • 按行业划分，2017-2030
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 透过提供，2017-2030
    • 按资料类型划分，2017-2030
    • 按行业划分，2017-2030
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 透过提供，2017-2030
    • 按资料类型划分，2017-2030
    • 按行业划分，2017-2030
    • 中国
    • 日本
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 透过提供，2017-2030
    • 按资料类型划分，2017-2030
    • 按行业划分，2017-2030
    • 巴西
  • 中东/非洲
    • 透过提供，2017-2030
    • 按资料类型划分，2017-2030
    • 按行业划分，2017-2030
    • 阿拉伯聯合大公国
    • 南非
    • 沙乌地阿拉伯

第八章 竞争格局

  • 最新趋势与影响分析：主要市场参与企业
  • 公司分类
  • 公司市场定位
  • 公司市场占有率分析
  • 企业热力图分析
  • 策略规划
    • 扩张
    • 併购
    • 伙伴关係与协作
    • 新产品发布
    • 研究与开发
  • 公司简介
    • Amazon Web Services
    • Edge Impulse Inc.
    • Google
    • IBM Corporation
    • Intel Corporation
    • Kyndryl Inc.
    • Microsoft
    • NVIDIA Corporation
    • Qualcomm Technologies, Inc.
    • Siemens
Product Code: GVR-4-68040-461-2

Edge AI Software Market Size & Trends:

The global edge AI software market size was valued at USD 1.56 billion in 2023 and is expected to grow at a CAGR of 28.8% from 2024 to 2030. Numerous factors, such as the proliferation of Internet of Things (IoT) devices, increasing demand for real-time decision-making, advancements in AI and ML, and 5G network expansion, are primarily contributing to the growth of the market. Furthermore, processing data locally on edge devices helps organizations comply with stringent data privacy regulations and avoid the security risks associated with transmitting sensitive data to centralized cloud servers. This is particularly essential in the healthcare, finance, and government sectors. Thus, there is high growth in the edge artificial intelligence (AI) software market.

Edge AI systems are designed to be energy-efficient, which is essential for various battery-powered devices such as drones, sensors, and wearables. This enables the scalable deployment of Edge AI solutions across various sectors. Moreover, by performing AI processing at the edge, companies can significantly reduce the costs associated with data transmission to the cloud. This also decreases latency, making Edge AI suitable for applications requiring quick response times, such as robotics and smart manufacturing. Furthermore, the rise of autonomous vehicles, drones, and robots requires real-time AI processing at the edge for various tasks such as object recognition, navigation, and decision-making without relying on cloud-based systems.

Industry 4.0 and smart manufacturing initiatives are driving demand for Edge AI software to monitor and optimize production lines, predict equipment failures, and ensure quality control in real time. Ongoing developments in AI and machine learning algorithms allow complex models to be run efficiently on edge devices with limited computing resources. This improvement expands the scope of Edge AI applications across various industries. These drivers collectively contribute to the accelerated adoption and growth of the Edge AI software market across multiple industries and regions.

Global Edge AI Software Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2017 to 2030. For this study, Grand View Research has segmented the global edge AI software market report based on the offering, data type, vertical, and region:

  • Offering Outlook (Revenue, USD Million, 2017 - 2030)
  • Solutions
  • Services
  • Data Type Outlook (Revenue, USD Million, 2017 - 2030)
  • Audio Data
  • Mobile Data
  • Sensor Data
  • Biometric Data
  • Speech Recognition
  • Video and Image Recognition
  • Others
  • Vertical Outlook (Revenue, USD Million, 2017 - 2030)
  • BFSI
  • Government & Public Sector
  • Healthcare & Life Sciences
  • IT & Telecommunications
  • Energy & Utilities
  • Manufacturing
  • Automotive
  • Others
  • Regional Outlook (Revenue, USD Million, 2017 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • MEA
    • UAE
    • South Africa
    • KSA

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Edge AI Software Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Million)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Drivers Analysis
      • 3.4.1.1. Exploring emerging applications in various fields
      • 3.4.1.2. Rising introduction of 5G network
    • 3.4.2. Market Restraints Analysis
      • 3.4.2.1. Cost and complexity of deploying Edge AI software
    • 3.4.3. Industry Opportunities
    • 3.4.4. Industry Challenges
  • 3.5. Edge AI Software Market Analysis Tools
    • 3.5.1. Porter's Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. Edge AI Software Market: Offering Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Edge AI Software Market: Offering Movement Analysis, USD Million, 2023 & 2030
  • 4.3. Solutions
    • 4.3.1. Solutions Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. Edge AI Software Market: Data Type Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Edge AI Software Market: Data Type Movement Analysis, USD Million, 2023 & 2030
  • 5.3. Audio Data
    • 5.3.1. Audio Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. Mobile Data
    • 5.4.1. Mobile Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.5. Sensor Data
    • 5.5.1. Sensor Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.6. Biometric Data
    • 5.6.1. Biometric Data Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.7. Speech Recognition
    • 5.7.1. Speech Recognition Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.8. Video and Image Recognition
    • 5.8.1. Video and Image Recognition Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.9. Others
    • 5.9.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. Edge AI Software Market: Vertical Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Edge AI Software Market: Vertical Movement Analysis, USD Million, 2023 & 2030
  • 6.3. BFSI
    • 6.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Government and Public Sector
    • 6.4.1. Government and Public Sector Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.5. Healthcare & Life Sciences
    • 6.5.1. Healthcare & Life Sciences Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.6. IT & Telecommunications
    • 6.6.1. IT & Telecommunications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.7. Energy & Utilities
    • 6.7.1. Energy & Utilities Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.8. Manufacturing
    • 6.8.1. Manufacturing Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.9. Automotive
    • 6.9.1. Automotive Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.10. Others
    • 6.10.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. Edge AI Software Market: Regional Estimates & Trend Analysis

  • 7.1. Edge AI Software Market Share, By Region, 2023 & 2030 (USD Million)
  • 7.2. North America
    • 7.2.1. North America Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.2.2. North America Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.2.3. North America Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.2.4. North America Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.2.5. U.S.
      • 7.2.5.1. U.S. Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.2.5.2. U.S. Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.2.5.3. U.S. Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.2.5.4. U.S. Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.2.6. Canada
      • 7.2.6.1. Canada Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.2.6.2. Canada Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.2.6.3. Canada Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.2.6.4. Canada Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.2.7. Mexico
      • 7.2.7.1. Mexico Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.2.7.2. Mexico Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.2.7.3. Mexico Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.2.7.4. Mexico Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.3.2. Europe Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.3.3. Europe Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.3.4. Europe Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.3.5. U.K.
      • 7.3.5.1. U.K. Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.3.5.2. U.K. Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.3.5.3. U.K. Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.3.5.4. U.K. Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.3.6. Germany
      • 7.3.6.1. Germany Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.3.6.2. Germany Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.3.6.3. Germany Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.3.6.4. Germany Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.3.7. France
      • 7.3.7.1. France Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.3.7.2. France Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.3.7.3. France Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.3.7.4. France Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.4.2. Asia Pacific Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.4.3. Asia Pacific Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.4.4. Asia Pacific Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.5. China
      • 7.4.5.1. China Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.5.2. China Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.5.3. China Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.5.4. China Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.6. Japan
      • 7.4.6.1. Japan Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.6.2. Japan Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.6.3. Japan Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.6.4. Japan Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.7. India
      • 7.4.7.1. India Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.7.2. India Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.7.3. India Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.7.4. India Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.8. Australia
      • 7.4.8.1. Australia Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.8.2. Australia Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.8.3. Australia Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.8.4. Australia Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.4.9. South Korea
      • 7.4.9.1. South Korea Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.4.9.2. South Korea Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.4.9.3. South Korea Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.4.9.4. South Korea Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.5.2. Latin America Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.5.3. Latin America Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.5.4. Latin America Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.5.5. Brazil
      • 7.5.5.1. Brazil Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.5.5.2. Brazil Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.5.5.3. Brazil Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.5.5.4. Brazil Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 7.6.2. Middle East & Africa Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
    • 7.6.3. Middle East & Africa Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
    • 7.6.4. Middle East & Africa Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.6.5. UAE
      • 7.6.5.1. UAE Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.6.5.2. UAE Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.6.5.3. UAE Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.6.5.4. UAE Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.6.6. South Africa
      • 7.6.6.1. South Africa Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.6.6.2. South Africa Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.6.6.3. South Africa Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.6.6.4. South Africa Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)
    • 7.6.7. KSA
      • 7.6.7.1. KSA Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 7.6.7.2. KSA Edge AI Software Market Estimates and Forecasts, By Offering, 2017 - 2030 (USD Million)
      • 7.6.7.3. KSA Edge AI Software Market Estimates and Forecasts, By Data Type, 2017 - 2030 (USD Million)
      • 7.6.7.4. KSA Edge AI Software Market Estimates and Forecasts, By Vertical, 2017 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis by Key Market Participants
  • 8.2. Company Categorization
  • 8.3. Company Market Positioning
  • 8.4. Company Market Share Analysis
  • 8.5. Company Heat Map Analysis
  • 8.6. Strategy Mapping
    • 8.6.1. Expansion
    • 8.6.2. Mergers & Acquisition
    • 8.6.3. Partnerships & Collaborations
    • 8.6.4. New Product Launches
    • 8.6.5. Research and Development
  • 8.7. Company Profiles
    • 8.7.1. Amazon Web Services
      • 8.7.1.1. Participant's Overview
      • 8.7.1.2. Financial Performance
      • 8.7.1.3. Product Benchmarking
      • 8.7.1.4. Recent Developments
    • 8.7.2. Edge Impulse Inc.
      • 8.7.2.1. Participant's Overview
      • 8.7.2.2. Financial Performance
      • 8.7.2.3. Product Benchmarking
      • 8.7.2.4. Recent Developments
    • 8.7.3. Google
      • 8.7.3.1. Participant's Overview
      • 8.7.3.2. Financial Performance
      • 8.7.3.3. Product Benchmarking
      • 8.7.3.4. Recent Developments
    • 8.7.4. IBM Corporation
      • 8.7.4.1. Participant's Overview
      • 8.7.4.2. Financial Performance
      • 8.7.4.3. Product Benchmarking
      • 8.7.4.4. Recent Developments
    • 8.7.5. Intel Corporation
      • 8.7.5.1. Participant's Overview
      • 8.7.5.2. Financial Performance
      • 8.7.5.3. Product Benchmarking
      • 8.7.5.4. Recent Developments
    • 8.7.6. Kyndryl Inc.
      • 8.7.6.1. Participant's Overview
      • 8.7.6.2. Financial Performance
      • 8.7.6.3. Product Benchmarking
      • 8.7.6.4. Recent Developments
    • 8.7.7. Microsoft
      • 8.7.7.1. Participant's Overview
      • 8.7.7.2. Financial Performance
      • 8.7.7.3. Product Benchmarking
      • 8.7.7.4. Recent Developments
    • 8.7.8. NVIDIA Corporation
      • 8.7.8.1. Participant's Overview
      • 8.7.8.2. Financial Performance
      • 8.7.8.3. Product Benchmarking
      • 8.7.8.4. Recent Developments
    • 8.7.9. Qualcomm Technologies, Inc.
      • 8.7.9.1. Participant's Overview
      • 8.7.9.2. Financial Performance
      • 8.7.9.3. Product Benchmarking
      • 8.7.9.4. Recent Developments
    • 8.7.10. Siemens
      • 8.7.10.1. Participant's Overview
      • 8.7.10.2. Financial Performance
      • 8.7.10.3. Product Benchmarking
      • 8.7.10.4. Recent Development

List of Tables

  • Table 1 Embedded software - industry snapshot & key buying criteria, 2017 - 2030
  • Table 2 Global Edge AI software market, 2017 - 2030 (USD Million)
  • Table 3 Global Edge AI software market estimates and forecast by offering, 2017 - 2030 (USD Million)
  • Table 4 Global Edge AI software market estimates and forecast by data type, 2017 - 2030 (USD Million)
  • Table 5 Global Edge AI software market estimates and forecast by vertical, 2017 - 2030 (USD Million)
  • Table 6 Global Edge AI software market estimates and forecasts by region, 2017 - 2030 (USD Million)
  • Table 7 Edge AI software market estimates and forecast by offering, 2017 - 2030 (USD Million)
  • Table 8 Edge AI software market estimates and forecast by solutions, 2017 - 2030 (USD Million)
  • Table 9 Edge AI software market estimates and forecast by services, 2017 - 2030 (USD Million)
  • Table 10 Edge AI software market estimates and forecast by data type, 2017 - 2030 (USD Million)
  • Table 11 Edge AI software market estimates and forecast by audio data, 2017 - 2030 (USD Million)
  • Table 12 Edge AI software market estimates and forecast by mobile data, 2017 - 2030 (USD Million)
  • Table 13 Edge AI software market estimates and forecast by sensor data, 2017 - 2030 (USD Million)
  • Table 14 Edge AI software market estimates and forecast by biometric data, 2017 - 2030 (USD Million)
  • Table 15 Edge AI software market estimates and forecast by speech recognition, 2017 - 2030 (USD Million)
  • Table 16 Edge AI software market estimates and forecast by video and image recognition, 2017 - 2030 (USD Million)
  • Table 17 Edge AI software market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 18 Edge AI software market estimates and forecast by vertical, 2017 - 2030 (USD Million)
  • Table 19 Edge AI software market estimates and forecast by BFSI, 2017 - 2030 (USD Million)
  • Table 20 Edge AI software market estimates and forecast by government and public sector, 2017 - 2030 (USD Million)
  • Table 21 Edge AI software market estimates and forecast by healthcare & life sciences, 2017 - 2030 (USD Million)
  • Table 22 Edge AI software market estimates and forecast by IT & telecommunications, 2017 - 2030 (USD Million)
  • Table 23 Edge AI software market estimates and forecast by energy & utilities, 2017 - 2030 (USD Million)
  • Table 24 Edge AI software market estimates and forecast by manufacturing, 2017 - 2030 (USD Million)
  • Table 25 Edge AI software market estimates and forecast by automotive, 2017 - 2030 (USD Million)
  • Table 26 Edge AI software market estimates and forecast by others, 2017 - 2030 (USD Million)
  • Table 27 North America Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 28 North America Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 29 North America Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 30 North America Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 31 U.S. Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 32 U.S. Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 33 U.S. Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 34 U.S. Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 35 Canada Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 36 Canada Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 37 Canada Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 38 Canada Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 39 Mexico Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 40 Mexico Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 41 Mexico Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 42 Mexico Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 43 Europe Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 44 Europe Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 45 Europe Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 46 Europe Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 47 U.K. Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 48 U.K. Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 49 U.K. Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 50 U.K. Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 51 Germany Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 52 Germany Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 53 Germany Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 54 Germany Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 55 France Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 56 France Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 57 France Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 58 France Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 59 Asia Pacific Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 60 Asia Pacific Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 61 Asia Pacific Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 62 Asia Pacific Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 63 China Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 64 China Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 65 China Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 66 China Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 67 India Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 68 India Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 69 India Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 70 India Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 71 Japan Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 72 Japan Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 73 Japan Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 74 Japan Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 75 South Korea Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 76 South Korea Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 77 South Korea Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 78 South Korea Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 79 Australia Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 80 Australia Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 81 Australia Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 82 Australia Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 83 Latin America Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 84 Latin America Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 85 Latin America Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 86 Latin America Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 87 Brazil Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 88 Brazil Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 89 Brazil Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 90 Brazil Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 91 Middle East & Africa Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 92 Middle East & Africa Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 93 Middle East & Africa Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 94 Middle East & Africa Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 95 UAE Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 96 UAE Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 97 UAE Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 98 UAE Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 99 South Africa Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 100 South Africa Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 101 South Africa Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 102 South Africa Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)
  • Table 103 KSA Edge AI software market estimates and forecast, 2017 - 2030 (USD Million)
  • Table 104 KSA Edge AI software market estimates and forecasts, by offering, 2017 - 2030 (USD Million)
  • Table 105 KSA Edge AI software market estimates and forecasts, by data type, 2017 - 2030 (USD Million)
  • Table 106 KSA Edge AI software market estimates and forecasts, by vertical, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Edge AI Software Market Segmentation
  • Fig. 2 Technology landscape
  • Fig. 3 Information Procurement
  • Fig. 4 Data Analysis Models
  • Fig. 5 Market Formulation and Validation
  • Fig. 6 Data Validating & Publishing
  • Fig. 7 Market Snapshot
  • Fig. 8 Segment Snapshot (1/2)
  • Fig. 9 Segment Snapshot (2/2)
  • Fig. 10 Competitive Landscape Snapshot
  • Fig. 11 Edge AI Software- Market Size and Growth Prospects (USD Million)
  • Fig. 12 Edge AI Software Market: Industry Value Chain Analysis
  • Fig. 13 Edge AI Software Market: Market Dynamics
  • Fig. 14 Edge AI Software Market: PORTER's Analysis
  • Fig. 15 Edge AI Software Market: PESTEL Analysis
  • Fig. 16 Edge AI Software Market Share by Offering, 2023 & 2030 (USD Million)
  • Fig. 17 Edge AI Software Market, by Offering: Key Takeaways
  • Fig. 18 Edge AI Software Market, by Offering: Market Share, 2023 & 2030
  • Fig. 19 Solutions Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 20 Services Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 21 Edge AI Software Market Share by Data Type, 2023 & 2030 (USD Million)
  • Fig. 22 Edge AI Software Market, by Data Type: Key Takeaways
  • Fig. 23 Edge AI Software Market, by Data Type: Market Share, 2023 & 2030
  • Fig. 24 Audio Data Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 25 Mobile Data Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 26 Sensor Data Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 27 Biometric Data Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 28 Speech Recognition Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 29 Video and Image Recognition Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 30 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 31 Edge AI Software Market Share by Vertical, 2023 & 2030 (USD Million)
  • Fig. 32 Edge AI Software Market, by Vertical: Key Takeaways
  • Fig. 33 Edge AI Software Market, by Vertical: Market Share, 2023 & 2030
  • Fig. 34 BFSI Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 35 Government & Public sector Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 36 Healthcare & Life Sciences Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 37 IT & Telecommunications Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 38 Energy & Utilities Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 39 Manufacturing Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 40 Automotive Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 41 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 42 Edge AI Software Market Revenue, by Region, 2023 & 2030 (USD Million)
  • Fig. 43 Regional Marketplace: Key Takeaways
  • Fig. 44 Regional Marketplace: Key Takeaways
  • Fig. 45 North America Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 46 U.S. Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 47 Canada Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 48 Mexico Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 49 Europe Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 50 U.K. Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 51 Germany Edge AI Software Market Estimates and Forecasts 2017 - 2030 (USD Million)
  • Fig. 52 France Edge AI Software Market Estimates and Forecasts 2017 - 2030 (USD Million)
  • Fig. 53 Asia Pacific Edge AI Software Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Fig. 54 China Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 55 Japan Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 56 India Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 57 Australia Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 58 South Korea Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 59 Latin America Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 60 Brazil Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 61 MEA Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 62 UAE Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 63 South Africa Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 64 KSA Edge AI Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 65 Key Company Categorization
  • Fig. 66 Company Market Positioning
  • Fig. 67 Key Company Market Share Analysis, 2023
  • Fig. 68 Strategic Framework