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市场调查报告书
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1720674

物联网人工智慧市场分析与预测（至2034年）：类型、产品、服务、技术、应用、组件、部署、最终用户、解决方案

Artificial Intelligence of Things Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Application, Component, Deployment, End User, Solutions
出版日期: | 出版商: Global Insight Services | 英文 337 Pages | 商品交期: 3-5个工作天内

价格
简介目录

物联网人工智慧市场预计将从 2024 年的 793 亿美元成长到 2034 年的 1,2162 亿美元，复合年增长率约为 31.4%。这个市场是人工智慧和物联网的融合，增强了跨装置和系统的数据分析、决策和自动化。这种协同效应将实现智慧环境并提高製造业、医疗保健和智慧城市等行业的效率。对即时洞察和自动化操作不断增长的需求正在推动市场成长，刺激边缘运算、连接性和人工智慧演算法的创新。

市场概况：

由于人工智慧和物联网技术的融合促进了更智慧、自主的系统的发展，人工智慧物联网 (AIoT) 市场正在蓬勃发展。工业领域是一个领先的市场领域，受到製造、物流和供应链管理变革影响的推动。其工业 4.0 方法以自动化和即时数据分析为重点，巩固了其优势。透过整合 AIoT 进行预测性维护和提高营运效率进一步推动了需求。新兴的子区隔包括智慧城市和医疗保健，其中 AIoT 优化城市基础设施和患者照护的潜力正在增强。智慧家庭领域也正在经历快速成长，支援 AIoT 的设备提高了便利性和能源管理。随着技术不断进步，特别是在边缘运算和 5G 连接领域，这些子区隔将再形成格局，为希望充分利用 AIoT 创新潜力的相关人员提供丰厚的机会。

市场区隔
类型 软体、硬体和服务
产品 智慧感测器、边缘设备、人工智慧平台、物联网网关
服务 咨询、整合、支援与维护、託管服务
科技 机器学习、深度学习、自然语言处理、电脑视觉
目的 智慧家庭、工业自动化、医疗保健、零售、运输、农业、能源管理
成分 处理器、记忆体、网路组件和感测器
扩张 云端、本地、混合
最终用户 製造业、医疗保健业、汽车业、零售业、能源业、通讯
解决方案 预测性维护、远端监控、资产追踪、智慧计量

人工智慧物联网（AIoT）市场的特点是应用分布多样化，以智慧家庭解决方案和工业IoT为主导。这种细分受到对智慧自动化和增强连接性日益增长的需求的影响。在大量投资和快速发展的高科技产业的推动下，亚太地区正在成为 AIoT 创新的重要中心。同时，北美凭藉其先进的技术基础设施和早期采用 AIoT 解决方案而保持着稳固的地位。谷歌、微软和亚马逊等行业领导者正在不断创新和扩大其产品组合，以抢占这个不断发展的市场的更大份额。监管环境，尤其是欧洲和北美的监管环境，强调资料隐私和安全，对于塑造 AIoT 格局至关重要。随着市场的发展，在人工智慧演算法的进步和 5G 基础设施的广泛采用的推动下，预计将实现强劲成长。然而，挑战依然存在，包括互通性问题和网路安全问题。人工智慧和物联网的融合有望释放转型机会，尤其是在医疗保健、製造业和智慧城市等领域，为 AIoT 市场带来充满活力和广阔的未来。

趋势和驱动因素：

由于几个关键趋势和驱动因素，物联网人工智慧 (AIoT) 市场正在经历转型成长。人工智慧和物联网设备的融合正在为各行各业带来自动化和业务效率的提高。这种融合实现了即时数据处理和决策，这对于优化效能和减少停机时间至关重要。另一个大趋势是边缘运算的日益普及。透过在更靠近源头的地方处理数据，边缘运算可以减少延迟并使 AIoT 应用程式更快回应。这对于医疗保健和製造业等及时的数据洞察至关重要的行业尤其有益。此外，机器学习演算法的进步正在推动 AIoT 市场向前发展。这些演算法变得越来越复杂，可以实现更准确的预测和更高的决策能力。因此，企业正在转向 AIoT 解决方案来获得竞争优势。随着企业寻求保护其物联网网路免受网路威胁，安全问题也正在推动市场的发展。增强的安全通讯协定和支援人工智慧的威胁侦测正在成为 AIoT 部署的重要元素。最后，5G技术的广泛应用正在成为AIoT市场的催化剂。 5G网路的高速连接和低延迟特性将促进人工智慧和物联网的无缝融合，为各行各业的创新应用开启新的可能性。

限制与挑战：

物联网人工智慧 (AIoT) 市场面临一些重大的限制和挑战。一个主要问题是资料隐私和安全，因为人工智慧和物联网设备的整合通常涉及处理敏感资讯并且容易受到侵犯。此外，不同AIoT系统之间缺乏标准化通讯协定和互通性问题阻碍了无缝整合和扩充性。另一个障碍是实施成本高，中小企业可能难以承担初始投资和持续的维护成本。技术变革的快速步伐使这个问题更加复杂。组织必须不断适应以保持竞争力，从而增加营运的复杂性。最后，劳动力队伍中存在巨大的技能差距，缺乏有效开发、部署和管理 AIoT 解决方案所需的专业知识的专业人员。总的来说，这些挑战阻碍了 AIoT 市场的采用和成长。

目录

第一章 物联网人工智慧市场概述

  • 研究目标
  • 物联网人工智慧市场定义和范围
  • 报告限制
  • 调查年份和货币
  • 调查方法

第二章执行摘要

第三章重要考察

第四章 物联网人工智慧市场展望

  • 物联网人工智慧市场细分
  • 市场动态
  • 波特五力分析
  • PESTLE分析
  • 价值链分析
  • 4P模型
  • 安索夫矩阵

第五章 物联网人工智慧市场策略

  • 母市场分析
  • 供需分析
  • 消费者购买意向
  • 案例研究分析
  • 定价分析
  • 监管状况
  • 供应链分析
  • 竞争产品分析
  • 近期动态

第六章：物联网人工智慧市场规模

  • 物联网人工智慧市场规模（以价值计算）
  • 物联网人工智慧市场规模（按数量）

第七章。物联网人工智慧市场类型

  • 市场概览
  • 软体
  • 硬体
  • 服务
  • 其他的

第 8 章。物联网人工智慧市场（按产品）

  • 市场概览
  • 智慧感测器
  • 边缘设备
  • 人工智慧平台
  • 物联网网关
  • 其他的

第九章 物联网人工智慧市场（按服务）

  • 市场概览
  • 咨询
  • 一体化
  • 支援和维护
  • 託管服务
  • 其他的

第 10 章 物联网人工智慧市场（按技术）

  • 市场概览
  • 机器学习
  • 深度学习
  • 自然语言处理
  • 电脑视觉
  • 其他的

第 11 章物联网人工智慧市场（按应用）

  • 市场概览
  • 智慧家庭
  • 工业自动化
  • 卫生保健
  • 零售
  • 运输
  • 农业
  • 能源管理
  • 其他的

第 12 章。物联网人工智慧市场（按组件）

  • 市场概览
  • 处理器
  • 记忆
  • 网路元件
  • 感应器
  • 其他的

第 13 章。物联网人工智慧市场（按部署）

  • 市场概览
  • 云
  • 本地
  • 杂交种
  • 其他的

第 14 章物联网人工智慧市场（按最终用户）

  • 市场概览
  • 製造业
  • 卫生保健
  • 车
  • 零售
  • 活力
  • 通讯
  • 其他的

第 15 章物联网人工智慧市场（按解决方案）

  • 市场概览
  • 预测性维护
  • 远端监控
  • 资产追踪
  • 智慧电錶
  • 其他的

第 16 章。按地区分類的物联网人工智慧市场

  • 概述
  • 北美洲
    • 美国
    • 加拿大
  • 欧洲
    • 英国
    • 德国
    • 法国
    • 西班牙
    • 义大利
    • 荷兰
    • 瑞典
    • 瑞士
    • 丹麦
    • 芬兰
    • 俄罗斯
    • 其他欧洲国家
  • 亚太地区
    • 中国
    • 印度
    • 日本
    • 韩国
    • 澳洲
    • 新加坡
    • 印尼
    • 台湾
    • 马来西亚
    • 其他亚太地区
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 阿根廷
    • 其他拉丁美洲
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非
    • 其他中东和非洲地区

第十七章竞争格局

  • 概述
  • 市场占有率分析
  • 主要企业定位
  • 衝突领导地图
  • 供应商基准化分析
  • 发展策略基准化分析

第十八章 公司简介

  • C3.ai
  • SparkCognition
  • Uptake
  • FogHorn
  • Arundo Analytics
  • IoTium
  • VANTIQ
  • Altizon
  • Augury
  • Zebra Medical Vision
  • Sight Machine
  • Samsara
  • PTC
  • KaaIoT
  • Bsquare
  • Litmus Automation
  • MachineMetrics
  • ThingWorx
  • ClearBlade
  • Temboo
简介目录
Product Code: GIS31504

Artificial Intelligence of Things Market is anticipated to expand from $79.3 billion in 2024 to $1,216.2 billion by 2034, growing at a CAGR of approximately 31.4%. The market represents the convergence of AI and IoT, enhancing data analysis, decision-making, and automation across devices and systems. This synergy enables smart environments, improving efficiency in industries like manufacturing, healthcare, and smart cities. The rising demand for real-time insights and operational automation is propelling market growth, fostering innovations in edge computing, connectivity, and AI algorithms.

Market Overview:

The Artificial Intelligence of Things (AIoT) Market is burgeoning, driven by the convergence of AI and IoT technologies, facilitating smarter and more autonomous systems. The industrial segment stands as the leading market segment, propelled by its transformative impact on manufacturing, logistics, and supply chain management. Industry 4.0 initiatives, emphasizing automation and real-time data analytics, underscore its dominance. The integration of AIoT in predictive maintenance and operational efficiency enhancements further fuels demand. Emerging sub-segments include smart cities and healthcare, where AIoT's potential to optimize urban infrastructure and patient care is gaining momentum. The smart home sector is also witnessing rapid growth, with AIoT-enabled devices enhancing convenience and energy management. As technological advancements continue, particularly in edge computing and 5G connectivity, these sub-segments are poised to reshape the landscape, offering lucrative opportunities for stakeholders seeking to harness the full potential of AIoT innovations.

Market Segmentation
TypeSoftware, Hardware, Services
ProductSmart Sensors, Edge Devices, AI Platforms, IoT Gateways
ServicesConsulting, Integration, Support and Maintenance, Managed Services
TechnologyMachine Learning, Deep Learning, Natural Language Processing, Computer Vision
ApplicationSmart Home, Industrial Automation, Healthcare, Retail, Transportation, Agriculture, Energy Management
ComponentProcessors, Memory, Networking Components, Sensors
DeploymentCloud, On-premises, Hybrid
End UserManufacturing, Healthcare, Automotive, Retail, Energy, Telecommunications
SolutionsPredictive Maintenance, Remote Monitoring, Asset Tracking, Smart Metering

The Artificial Intelligence of Things (AIoT) market is characterized by a diverse distribution of applications, with smart home solutions and industrial IoT leading the charge. This segmentation is influenced by the growing demand for intelligent automation and enhanced connectivity. The Asia-Pacific region is emerging as a significant hub for AIoT innovation, driven by substantial investments and a burgeoning tech industry. Meanwhile, North America maintains a strong foothold due to its advanced technological infrastructure and early adoption of AIoT solutions. Key industry players such as Google, Microsoft, and Amazon are continuously innovating and expanding their portfolios to capture a larger share of this evolving market. Regulatory frameworks, particularly in Europe and North America, are critical in shaping the AIoT landscape, emphasizing data privacy and security. As the market evolves, projections indicate robust growth fueled by advancements in AI algorithms and the proliferation of 5G infrastructure. However, challenges such as interoperability issues and cybersecurity concerns remain. The integration of AI with IoT is expected to unlock transformative opportunities, particularly in sectors like healthcare, manufacturing, and smart cities, promising a dynamic and expansive future for the AIoT market.

Geographical Overview:

The Artificial Intelligence of Things (AIoT) market is witnessing varied growth patterns across different regions. North America leads the charge, fueled by robust technological infrastructure and significant investments in AI and IoT integration. The presence of tech giants and innovation hubs fosters rapid advancements in AIoT applications, enhancing market dynamics. In Europe, the market is evolving swiftly, supported by strong governmental policies promoting AI and IoT convergence. The region's commitment to sustainable technology and data privacy bolsters its position in the AIoT landscape. Collaborative efforts among industry players further drive innovation. Asia Pacific is experiencing exponential growth, driven by rapid urbanization and increasing digital transformation initiatives. Governments and enterprises are heavily investing in AI and IoT technologies, creating a fertile ground for market expansion. The region's diverse economies present unique opportunities for tailored AIoT solutions. Latin America is emerging as a promising market, with growing awareness and investment in AIoT technologies. The region's focus on improving infrastructure and embracing digitalization is paving the way for significant advancements. Collaborative partnerships are key to unlocking potential in this market. The Middle East & Africa are recognizing the transformative potential of AIoT, with increasing investments in smart city projects and digital infrastructure. As these regions prioritize innovation and economic diversification, the AIoT market is poised for substantial growth. Strategic collaborations and government initiatives are crucial in driving market momentum.

Recent Developments:

The Artificial Intelligence of Things (AIoT) market has experienced noteworthy developments over the past three months. IBM announced a strategic partnership with Bosch to integrate AIoT solutions into their manufacturing processes, aiming to enhance efficiency and reduce operational costs. In a significant merger, Siemens acquired a leading AIoT startup, expanding its portfolio and strengthening its position in the industrial IoT sector. Microsoft unveiled a new AIoT platform designed to streamline smart city solutions, focusing on energy efficiency and public safety. Samsung launched an innovative AIoT-enabled home appliance line, incorporating advanced machine learning algorithms to optimize user experience and energy consumption. Lastly, regulatory bodies in the European Union introduced new guidelines to ensure the ethical deployment of AIoT technologies, emphasizing data privacy and security. These developments underscore the rapid evolution and integration of AIoT across various sectors, highlighting its potential to transform industries and improve operational efficiencies.

Key Companies:

C3.ai, Spark Cognition, Uptake, Fog Horn, Arundo Analytics, Io Tium, VANTIQ, Altizon, Augury, Zebra Medical Vision, Sight Machine, Samsara, PTC, Kaa Io T, Bsquare, Litmus Automation, Machine Metrics, Thing Worx, Clear Blade, Temboo

Trends and Drivers:

The Artificial Intelligence of Things (AIoT) market is experiencing transformative growth driven by several key trends and drivers. The integration of AI with IoT devices is enhancing automation and operational efficiency across various industries. This convergence is enabling real-time data processing and decision-making, which is crucial for optimizing performance and reducing downtime. Another significant trend is the increasing adoption of edge computing. By processing data closer to the source, edge computing reduces latency and enhances the responsiveness of AIoT applications. This is particularly beneficial in sectors like healthcare and manufacturing, where timely data insights are critical. Furthermore, advancements in machine learning algorithms are propelling the AIoT market forward. These algorithms are becoming more sophisticated, allowing for more accurate predictions and improved decision-making capabilities. As a result, businesses are increasingly leveraging AIoT solutions to gain a competitive edge. Security concerns are also driving the market, as organizations seek to protect their IoT networks from cyber threats. Enhanced security protocols and AI-driven threat detection are becoming integral components of AIoT deployments. Lastly, the proliferation of 5G technology is acting as a catalyst for the AIoT market. The high-speed connectivity and low latency of 5G networks are facilitating the seamless integration of AI and IoT, expanding the possibilities for innovative applications across diverse industries.

Restraints and Challenges:

The Artificial Intelligence of Things (AIoT) market faces several significant restraints and challenges. A primary concern is data privacy and security, as the integration of AI with IoT devices often involves the handling of sensitive information, making it susceptible to breaches. Additionally, the lack of standardized protocols and interoperability issues between different AIoT systems hinder seamless integration and scalability. High implementation costs also pose a barrier, as small and medium-sized enterprises may struggle to afford the initial investment and ongoing maintenance expenses. The rapid pace of technological advancements further complicates matters, as organizations must continuously adapt to remain competitive, leading to increased operational complexities. Lastly, there is a notable skills gap in the workforce, with a shortage of professionals possessing the necessary expertise to develop, deploy, and manage AIoT solutions effectively. These challenges collectively impede the widespread adoption and growth of the AIoT market.

Sources:

World Economic Forum, Organisation for Economic Co-operation and Development (OECD), International Telecommunication Union (ITU), United Nations Industrial Development Organization (UNIDO), European Commission - Digital Economy and Society, U.S. Department of Commerce - National Institute of Standards and Technology (NIST), Institute of Electrical and Electronics Engineers (IEEE), International Organization for Standardization (ISO), World Trade Organization (WTO), European Telecommunications Standards Institute (ETSI), International Conference on Internet of Things (IoT), IEEE International Conference on Artificial Intelligence and Internet of Things (AIoT), ACM Conference on Internet of Things Design and Implementation (IoTDI), International Conference on Industrial Internet of Things (IIoT), Global IoT Summit, Stanford University - Artificial Intelligence Lab, Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory, University of California, Berkeley - Berkeley Artificial Intelligence Research (BAIR) Lab, Carnegie Mellon University - Robotics Institute, University of Oxford - Department of Computer Science

Research Scope:

  • Estimates and forecasts the overall market size across type, application, and region.
  • Provides detailed information and key takeaways on qualitative and quantitative trends, dynamics, business framework, competitive landscape, and company profiling.
  • Identifies factors influencing market growth and challenges, opportunities, drivers, and restraints.
  • Identifies factors that could limit company participation in international markets to help calibrate market share expectations and growth rates.
  • Evaluates key development strategies like acquisitions, product launches, mergers, collaborations, business expansions, agreements, partnerships, and R&D activities.
  • Analyzes smaller market segments strategically, focusing on their potential, growth patterns, and impact on the overall market.
  • Outlines the competitive landscape, assessing business and corporate strategies to monitor and dissect competitive advancements.

Our research scope provides comprehensive market data, insights, and analysis across a variety of critical areas. We cover Local Market Analysis, assessing consumer demographics, purchasing behaviors, and market size within specific regions to identify growth opportunities. Our Local Competition Review offers a detailed evaluation of competitors, including their strengths, weaknesses, and market positioning. We also conduct Local Regulatory Reviews to ensure businesses comply with relevant laws and regulations. Industry Analysis provides an in-depth look at market dynamics, key players, and trends. Additionally, we offer Cross-Segmental Analysis to identify synergies between different market segments, as well as Production-Consumption and Demand-Supply Analysis to optimize supply chain efficiency. Our Import-Export Analysis helps businesses navigate global trade environments by evaluating trade flows and policies. These insights empower clients to make informed strategic decisions, mitigate risks, and capitalize on market opportunities.

TABLE OF CONTENTS

1: Artificial Intelligence of Things Market Overview

  • 1.1 Objectives of the Study
  • 1.2 Artificial Intelligence of Things Market Definition and Scope of the Report
  • 1.3 Report Limitations
  • 1.4 Years & Currency Considered in the Study
  • 1.5 Research Methodologies
    • 1.5.1 Secondary Research
    • 1.5.2 Primary Research
    • 1.5.3 Market Size Estimation: Top-Down Approach
    • 1.5.4 Market Size Estimation: Bottom-Up Approach
    • 1.5.5 Data Triangulation and Validation

2: Executive Summary

  • 2.1 Summary
  • 2.2 Key Opinion Leaders
  • 2.3 Key Highlights of the Market, by Type
  • 2.4 Key Highlights of the Market, by Product
  • 2.5 Key Highlights of the Market, by Services
  • 2.6 Key Highlights of the Market, by Technology
  • 2.7 Key Highlights of the Market, by Application
  • 2.8 Key Highlights of the Market, by Component
  • 2.9 Key Highlights of the Market, by Deployment
  • 2.10 Key Highlights of the Market, by End User
  • 2.11 Key Highlights of the Market, by Solutions
  • 2.12 Key Highlights of the Market, by North America
  • 2.13 Key Highlights of the Market, by Europe
  • 2.14 Key Highlights of the Market, by Asia-Pacific
  • 2.15 Key Highlights of the Market, by Latin America
  • 2.16 Key Highlights of the Market, by Middle East
  • 2.17 Key Highlights of the Market, by Africa

3: Premium Insights on the Market

  • 3.1 Market Attractiveness Analysis, by Region
  • 3.2 Market Attractiveness Analysis, by Type
  • 3.3 Market Attractiveness Analysis, by Product
  • 3.4 Market Attractiveness Analysis, by Services
  • 3.5 Market Attractiveness Analysis, by Technology
  • 3.6 Market Attractiveness Analysis, by Application
  • 3.7 Market Attractiveness Analysis, by Component
  • 3.8 Market Attractiveness Analysis, by Deployment
  • 3.9 Market Attractiveness Analysis, by End User
  • 3.10 Market Attractiveness Analysis, by Solutions
  • 3.11 Market Attractiveness Analysis, by North America
  • 3.12 Market Attractiveness Analysis, by Europe
  • 3.13 Market Attractiveness Analysis, by Asia-Pacific
  • 3.14 Market Attractiveness Analysis, by Latin America
  • 3.15 Market Attractiveness Analysis, by Middle East
  • 3.16 Market Attractiveness Analysis, by Africa

4: Artificial Intelligence of Things Market Outlook

  • 4.1 Artificial Intelligence of Things Market Segmentation
  • 4.2 Market Dynamics
    • 4.2.1 Market Drivers
    • 4.2.2 Market Trends
    • 4.2.3 Market Restraints
    • 4.2.4 Market Opportunities
  • 4.3 Porters Five Forces Analysis
    • 4.3.1 Threat of New Entrants
    • 4.3.2 Threat of Substitutes
    • 4.3.3 Bargaining Power of Buyers
    • 4.3.4 Bargaining Power of Supplier
    • 4.3.5 Competitive Rivalry
  • 4.4 PESTLE Analysis
  • 4.5 Value Chain Analysis
  • 4.6 4Ps Model
  • 4.7 ANSOFF Matrix

5: Artificial Intelligence of Things Market Strategy

  • 5.1 Parent Market Analysis
  • 5.2 Supply-Demand Analysis
  • 5.3 Consumer Buying Interest
  • 5.4 Case Study Analysis
  • 5.5 Pricing Analysis
  • 5.6 Regulatory Landscape
  • 5.7 Supply Chain Analysis
  • 5.8 Competition Product Analysis
  • 5.9 Recent Developments

6: Artificial Intelligence of Things Market Size

  • 6.1 Artificial Intelligence of Things Market Size, by Value
  • 6.2 Artificial Intelligence of Things Market Size, by Volume

7: Artificial Intelligence of Things Market, by Type

  • 7.1 Market Overview
  • 7.2 Software
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Hardware
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Services
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Others
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region

8: Artificial Intelligence of Things Market, by Product

  • 8.1 Market Overview
  • 8.2 Smart Sensors
    • 8.2.1 Key Market Trends & Opportunity Analysis
    • 8.2.2 Market Size and Forecast, by Region
  • 8.3 Edge Devices
    • 8.3.1 Key Market Trends & Opportunity Analysis
    • 8.3.2 Market Size and Forecast, by Region
  • 8.4 AI Platforms
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 IoT Gateways
    • 8.5.1 Key Market Trends & Opportunity Analysis
    • 8.5.2 Market Size and Forecast, by Region
  • 8.6 Others
    • 8.6.1 Key Market Trends & Opportunity Analysis
    • 8.6.2 Market Size and Forecast, by Region

9: Artificial Intelligence of Things Market, by Services

  • 9.1 Market Overview
  • 9.2 Consulting
    • 9.2.1 Key Market Trends & Opportunity Analysis
    • 9.2.2 Market Size and Forecast, by Region
  • 9.3 Integration
    • 9.3.1 Key Market Trends & Opportunity Analysis
    • 9.3.2 Market Size and Forecast, by Region
  • 9.4 Support and Maintenance
    • 9.4.1 Key Market Trends & Opportunity Analysis
    • 9.4.2 Market Size and Forecast, by Region
  • 9.5 Managed Services
    • 9.5.1 Key Market Trends & Opportunity Analysis
    • 9.5.2 Market Size and Forecast, by Region
  • 9.6 Others
    • 9.6.1 Key Market Trends & Opportunity Analysis
    • 9.6.2 Market Size and Forecast, by Region

10: Artificial Intelligence of Things Market, by Technology

  • 10.1 Market Overview
  • 10.2 Machine Learning
    • 10.2.1 Key Market Trends & Opportunity Analysis
    • 10.2.2 Market Size and Forecast, by Region
  • 10.3 Deep Learning
    • 10.3.1 Key Market Trends & Opportunity Analysis
    • 10.3.2 Market Size and Forecast, by Region
  • 10.4 Natural Language Processing
    • 10.4.1 Key Market Trends & Opportunity Analysis
    • 10.4.2 Market Size and Forecast, by Region
  • 10.5 Computer Vision
    • 10.5.1 Key Market Trends & Opportunity Analysis
    • 10.5.2 Market Size and Forecast, by Region
  • 10.6 Others
    • 10.6.1 Key Market Trends & Opportunity Analysis
    • 10.6.2 Market Size and Forecast, by Region

11: Artificial Intelligence of Things Market, by Application

  • 11.1 Market Overview
  • 11.2 Smart Home
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Industrial Automation
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Healthcare
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region
  • 11.5 Retail
    • 11.5.1 Key Market Trends & Opportunity Analysis
    • 11.5.2 Market Size and Forecast, by Region
  • 11.6 Transportation
    • 11.6.1 Key Market Trends & Opportunity Analysis
    • 11.6.2 Market Size and Forecast, by Region
  • 11.7 Agriculture
    • 11.7.1 Key Market Trends & Opportunity Analysis
    • 11.7.2 Market Size and Forecast, by Region
  • 11.8 Energy Management
    • 11.8.1 Key Market Trends & Opportunity Analysis
    • 11.8.2 Market Size and Forecast, by Region
  • 11.9 Others
    • 11.9.1 Key Market Trends & Opportunity Analysis
    • 11.9.2 Market Size and Forecast, by Region

12: Artificial Intelligence of Things Market, by Component

  • 12.1 Market Overview
  • 12.2 Processors
    • 12.2.1 Key Market Trends & Opportunity Analysis
    • 12.2.2 Market Size and Forecast, by Region
  • 12.3 Memory
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Networking Components
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Sensors
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Others
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region

13: Artificial Intelligence of Things Market, by Deployment

  • 13.1 Market Overview
  • 13.2 Cloud
    • 13.2.1 Key Market Trends & Opportunity Analysis
    • 13.2.2 Market Size and Forecast, by Region
  • 13.3 On-premises
    • 13.3.1 Key Market Trends & Opportunity Analysis
    • 13.3.2 Market Size and Forecast, by Region
  • 13.4 Hybrid
    • 13.4.1 Key Market Trends & Opportunity Analysis
    • 13.4.2 Market Size and Forecast, by Region
  • 13.5 Others
    • 13.5.1 Key Market Trends & Opportunity Analysis
    • 13.5.2 Market Size and Forecast, by Region

14: Artificial Intelligence of Things Market, by End User

  • 14.1 Market Overview
  • 14.2 Manufacturing
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 Healthcare
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Automotive
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Retail
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region
  • 14.6 Energy
    • 14.6.1 Key Market Trends & Opportunity Analysis
    • 14.6.2 Market Size and Forecast, by Region
  • 14.7 Telecommunications
    • 14.7.1 Key Market Trends & Opportunity Analysis
    • 14.7.2 Market Size and Forecast, by Region
  • 14.8 Others
    • 14.8.1 Key Market Trends & Opportunity Analysis
    • 14.8.2 Market Size and Forecast, by Region

15: Artificial Intelligence of Things Market, by Solutions

  • 15.1 Market Overview
  • 15.2 Predictive Maintenance
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 Remote Monitoring
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Asset Tracking
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region
  • 15.5 Smart Metering
    • 15.5.1 Key Market Trends & Opportunity Analysis
    • 15.5.2 Market Size and Forecast, by Region
  • 15.6 Others
    • 15.6.1 Key Market Trends & Opportunity Analysis
    • 15.6.2 Market Size and Forecast, by Region

16: Artificial Intelligence of Things Market, by Region

  • 16.1 Overview
  • 16.2 North America
    • 16.2.1 Key Market Trends and Opportunities
    • 16.2.2 North America Market Size and Forecast, by Type
    • 16.2.3 North America Market Size and Forecast, by Product
    • 16.2.4 North America Market Size and Forecast, by Services
    • 16.2.5 North America Market Size and Forecast, by Technology
    • 16.2.6 North America Market Size and Forecast, by Application
    • 16.2.7 North America Market Size and Forecast, by Component
    • 16.2.8 North America Market Size and Forecast, by Deployment
    • 16.2.9 North America Market Size and Forecast, by End User
    • 16.2.10 North America Market Size and Forecast, by Solutions
    • 16.2.11 North America Market Size and Forecast, by Country
    • 16.2.12 United States
      • 16.2.9.1 United States Market Size and Forecast, by Type
      • 16.2.9.2 United States Market Size and Forecast, by Product
      • 16.2.9.3 United States Market Size and Forecast, by Services
      • 16.2.9.4 United States Market Size and Forecast, by Technology
      • 16.2.9.5 United States Market Size and Forecast, by Application
      • 16.2.9.6 United States Market Size and Forecast, by Component
      • 16.2.9.7 United States Market Size and Forecast, by Deployment
      • 16.2.9.8 United States Market Size and Forecast, by End User
      • 16.2.9.9 United States Market Size and Forecast, by Solutions
      • 16.2.9.10 Local Competition Analysis
      • 16.2.9.11 Local Market Analysis
    • 16.2.1 Canada
      • 16.2.10.1 Canada Market Size and Forecast, by Type
      • 16.2.10.2 Canada Market Size and Forecast, by Product
      • 16.2.10.3 Canada Market Size and Forecast, by Services
      • 16.2.10.4 Canada Market Size and Forecast, by Technology
      • 16.2.10.5 Canada Market Size and Forecast, by Application
      • 16.2.10.6 Canada Market Size and Forecast, by Component
      • 16.2.10.7 Canada Market Size and Forecast, by Deployment
      • 16.2.10.8 Canada Market Size and Forecast, by End User
      • 16.2.10.9 Canada Market Size and Forecast, by Solutions
      • 16.2.10.10 Local Competition Analysis
      • 16.2.10.11 Local Market Analysis
  • 16.1 Europe
    • 16.3.1 Key Market Trends and Opportunities
    • 16.3.2 Europe Market Size and Forecast, by Type
    • 16.3.3 Europe Market Size and Forecast, by Product
    • 16.3.4 Europe Market Size and Forecast, by Services
    • 16.3.5 Europe Market Size and Forecast, by Technology
    • 16.3.6 Europe Market Size and Forecast, by Application
    • 16.3.7 Europe Market Size and Forecast, by Component
    • 16.3.8 Europe Market Size and Forecast, by Deployment
    • 16.3.9 Europe Market Size and Forecast, by End User
    • 16.3.10 Europe Market Size and Forecast, by Solutions
    • 16.3.11 Europe Market Size and Forecast, by Country
    • 16.3.12 United Kingdom
      • 16.3.9.1 United Kingdom Market Size and Forecast, by Type
      • 16.3.9.2 United Kingdom Market Size and Forecast, by Product
      • 16.3.9.3 United Kingdom Market Size and Forecast, by Services
      • 16.3.9.4 United Kingdom Market Size and Forecast, by Technology
      • 16.3.9.5 United Kingdom Market Size and Forecast, by Application
      • 16.3.9.6 United Kingdom Market Size and Forecast, by Component
      • 16.3.9.7 United Kingdom Market Size and Forecast, by Deployment
      • 16.3.9.8 United Kingdom Market Size and Forecast, by End User
      • 16.3.9.9 United Kingdom Market Size and Forecast, by Solutions
      • 16.3.9.10 Local Competition Analysis
      • 16.3.9.11 Local Market Analysis
    • 16.3.1 Germany
      • 16.3.10.1 Germany Market Size and Forecast, by Type
      • 16.3.10.2 Germany Market Size and Forecast, by Product
      • 16.3.10.3 Germany Market Size and Forecast, by Services
      • 16.3.10.4 Germany Market Size and Forecast, by Technology
      • 16.3.10.5 Germany Market Size and Forecast, by Application
      • 16.3.10.6 Germany Market Size and Forecast, by Component
      • 16.3.10.7 Germany Market Size and Forecast, by Deployment
      • 16.3.10.8 Germany Market Size and Forecast, by End User
      • 16.3.10.9 Germany Market Size and Forecast, by Solutions
      • 16.3.10.10 Local Competition Analysis
      • 16.3.10.11 Local Market Analysis
    • 16.3.1 France
      • 16.3.11.1 France Market Size and Forecast, by Type
      • 16.3.11.2 France Market Size and Forecast, by Product
      • 16.3.11.3 France Market Size and Forecast, by Services
      • 16.3.11.4 France Market Size and Forecast, by Technology
      • 16.3.11.5 France Market Size and Forecast, by Application
      • 16.3.11.6 France Market Size and Forecast, by Component
      • 16.3.11.7 France Market Size and Forecast, by Deployment
      • 16.3.11.8 France Market Size and Forecast, by End User
      • 16.3.11.9 France Market Size and Forecast, by Solutions
      • 16.3.11.10 Local Competition Analysis
      • 16.3.11.11 Local Market Analysis
    • 16.3.1 Spain
      • 16.3.12.1 Spain Market Size and Forecast, by Type
      • 16.3.12.2 Spain Market Size and Forecast, by Product
      • 16.3.12.3 Spain Market Size and Forecast, by Services
      • 16.3.12.4 Spain Market Size and Forecast, by Technology
      • 16.3.12.5 Spain Market Size and Forecast, by Application
      • 16.3.12.6 Spain Market Size and Forecast, by Component
      • 16.3.12.7 Spain Market Size and Forecast, by Deployment
      • 16.3.12.8 Spain Market Size and Forecast, by End User
      • 16.3.12.9 Spain Market Size and Forecast, by Solutions
      • 16.3.12.10 Local Competition Analysis
      • 16.3.12.11 Local Market Analysis
    • 16.3.1 Italy
      • 16.3.13.1 Italy Market Size and Forecast, by Type
      • 16.3.13.2 Italy Market Size and Forecast, by Product
      • 16.3.13.3 Italy Market Size and Forecast, by Services
      • 16.3.13.4 Italy Market Size and Forecast, by Technology
      • 16.3.13.5 Italy Market Size and Forecast, by Application
      • 16.3.13.6 Italy Market Size and Forecast, by Component
      • 16.3.13.7 Italy Market Size and Forecast, by Deployment
      • 16.3.13.8 Italy Market Size and Forecast, by End User
      • 16.3.13.9 Italy Market Size and Forecast, by Solutions
      • 16.3.13.10 Local Competition Analysis
      • 16.3.13.11 Local Market Analysis
    • 16.3.1 Netherlands
      • 16.3.14.1 Netherlands Market Size and Forecast, by Type
      • 16.3.14.2 Netherlands Market Size and Forecast, by Product
      • 16.3.14.3 Netherlands Market Size and Forecast, by Services
      • 16.3.14.4 Netherlands Market Size and Forecast, by Technology
      • 16.3.14.5 Netherlands Market Size and Forecast, by Application
      • 16.3.14.6 Netherlands Market Size and Forecast, by Component
      • 16.3.14.7 Netherlands Market Size and Forecast, by Deployment
      • 16.3.14.8 Netherlands Market Size and Forecast, by End User
      • 16.3.14.9 Netherlands Market Size and Forecast, by Solutions
      • 16.3.14.10 Local Competition Analysis
      • 16.3.14.11 Local Market Analysis
    • 16.3.1 Sweden
      • 16.3.15.1 Sweden Market Size and Forecast, by Type
      • 16.3.15.2 Sweden Market Size and Forecast, by Product
      • 16.3.15.3 Sweden Market Size and Forecast, by Services
      • 16.3.15.4 Sweden Market Size and Forecast, by Technology
      • 16.3.15.5 Sweden Market Size and Forecast, by Application
      • 16.3.15.6 Sweden Market Size and Forecast, by Component
      • 16.3.15.7 Sweden Market Size and Forecast, by Deployment
      • 16.3.15.8 Sweden Market Size and Forecast, by End User
      • 16.3.15.9 Sweden Market Size and Forecast, by Solutions
      • 16.3.15.10 Local Competition Analysis
      • 16.3.15.11 Local Market Analysis
    • 16.3.1 Switzerland
      • 16.3.16.1 Switzerland Market Size and Forecast, by Type
      • 16.3.16.2 Switzerland Market Size and Forecast, by Product
      • 16.3.16.3 Switzerland Market Size and Forecast, by Services
      • 16.3.16.4 Switzerland Market Size and Forecast, by Technology
      • 16.3.16.5 Switzerland Market Size and Forecast, by Application
      • 16.3.16.6 Switzerland Market Size and Forecast, by Component
      • 16.3.16.7 Switzerland Market Size and Forecast, by Deployment
      • 16.3.16.8 Switzerland Market Size and Forecast, by End User
      • 16.3.16.9 Switzerland Market Size and Forecast, by Solutions
      • 16.3.16.10 Local Competition Analysis
      • 16.3.16.11 Local Market Analysis
    • 16.3.1 Denmark
      • 16.3.17.1 Denmark Market Size and Forecast, by Type
      • 16.3.17.2 Denmark Market Size and Forecast, by Product
      • 16.3.17.3 Denmark Market Size and Forecast, by Services
      • 16.3.17.4 Denmark Market Size and Forecast, by Technology
      • 16.3.17.5 Denmark Market Size and Forecast, by Application
      • 16.3.17.6 Denmark Market Size and Forecast, by Component
      • 16.3.17.7 Denmark Market Size and Forecast, by Deployment
      • 16.3.17.8 Denmark Market Size and Forecast, by End User
      • 16.3.17.9 Denmark Market Size and Forecast, by Solutions
      • 16.3.17.10 Local Competition Analysis
      • 16.3.17.11 Local Market Analysis
    • 16.3.1 Finland
      • 16.3.18.1 Finland Market Size and Forecast, by Type
      • 16.3.18.2 Finland Market Size and Forecast, by Product
      • 16.3.18.3 Finland Market Size and Forecast, by Services
      • 16.3.18.4 Finland Market Size and Forecast, by Technology
      • 16.3.18.5 Finland Market Size and Forecast, by Application
      • 16.3.18.6 Finland Market Size and Forecast, by Component
      • 16.3.18.7 Finland Market Size and Forecast, by Deployment
      • 16.3.18.8 Finland Market Size and Forecast, by End User
      • 16.3.18.9 Finland Market Size and Forecast, by Solutions
      • 16.3.18.10 Local Competition Analysis
      • 16.3.18.11 Local Market Analysis
    • 16.3.1 Russia
      • 16.3.19.1 Russia Market Size and Forecast, by Type
      • 16.3.19.2 Russia Market Size and Forecast, by Product
      • 16.3.19.3 Russia Market Size and Forecast, by Services
      • 16.3.19.4 Russia Market Size and Forecast, by Technology
      • 16.3.19.5 Russia Market Size and Forecast, by Application
      • 16.3.19.6 Russia Market Size and Forecast, by Component
      • 16.3.19.7 Russia Market Size and Forecast, by Deployment
      • 16.3.19.8 Russia Market Size and Forecast, by End User
      • 16.3.19.9 Russia Market Size and Forecast, by Solutions
      • 16.3.19.10 Local Competition Analysis
      • 16.3.19.11 Local Market Analysis
    • 16.3.1 Rest of Europe
      • 16.3.20.1 Rest of Europe Market Size and Forecast, by Type
      • 16.3.20.2 Rest of Europe Market Size and Forecast, by Product
      • 16.3.20.3 Rest of Europe Market Size and Forecast, by Services
      • 16.3.20.4 Rest of Europe Market Size and Forecast, by Technology
      • 16.3.20.5 Rest of Europe Market Size and Forecast, by Application
      • 16.3.20.6 Rest of Europe Market Size and Forecast, by Component
      • 16.3.20.7 Rest of Europe Market Size and Forecast, by Deployment
      • 16.3.20.8 Rest of Europe Market Size and Forecast, by End User
      • 16.3.20.9 Rest of Europe Market Size and Forecast, by Solutions
      • 16.3.20.10 Local Competition Analysis
      • 16.3.20.11 Local Market Analysis
  • 16.1 Asia-Pacific
    • 16.4.1 Key Market Trends and Opportunities
    • 16.4.2 Asia-Pacific Market Size and Forecast, by Type
    • 16.4.3 Asia-Pacific Market Size and Forecast, by Product
    • 16.4.4 Asia-Pacific Market Size and Forecast, by Services
    • 16.4.5 Asia-Pacific Market Size and Forecast, by Technology
    • 16.4.6 Asia-Pacific Market Size and Forecast, by Application
    • 16.4.7 Asia-Pacific Market Size and Forecast, by Component
    • 16.4.8 Asia-Pacific Market Size and Forecast, by Deployment
    • 16.4.9 Asia-Pacific Market Size and Forecast, by End User
    • 16.4.10 Asia-Pacific Market Size and Forecast, by Solutions
    • 16.4.11 Asia-Pacific Market Size and Forecast, by Country
    • 16.4.12 China
      • 16.4.9.1 China Market Size and Forecast, by Type
      • 16.4.9.2 China Market Size and Forecast, by Product
      • 16.4.9.3 China Market Size and Forecast, by Services
      • 16.4.9.4 China Market Size and Forecast, by Technology
      • 16.4.9.5 China Market Size and Forecast, by Application
      • 16.4.9.6 China Market Size and Forecast, by Component
      • 16.4.9.7 China Market Size and Forecast, by Deployment
      • 16.4.9.8 China Market Size and Forecast, by End User
      • 16.4.9.9 China Market Size and Forecast, by Solutions
      • 16.4.9.10 Local Competition Analysis
      • 16.4.9.11 Local Market Analysis
    • 16.4.1 India
      • 16.4.10.1 India Market Size and Forecast, by Type
      • 16.4.10.2 India Market Size and Forecast, by Product
      • 16.4.10.3 India Market Size and Forecast, by Services
      • 16.4.10.4 India Market Size and Forecast, by Technology
      • 16.4.10.5 India Market Size and Forecast, by Application
      • 16.4.10.6 India Market Size and Forecast, by Component
      • 16.4.10.7 India Market Size and Forecast, by Deployment
      • 16.4.10.8 India Market Size and Forecast, by End User
      • 16.4.10.9 India Market Size and Forecast, by Solutions
      • 16.4.10.10 Local Competition Analysis
      • 16.4.10.11 Local Market Analysis
    • 16.4.1 Japan
      • 16.4.11.1 Japan Market Size and Forecast, by Type
      • 16.4.11.2 Japan Market Size and Forecast, by Product
      • 16.4.11.3 Japan Market Size and Forecast, by Services
      • 16.4.11.4 Japan Market Size and Forecast, by Technology
      • 16.4.11.5 Japan Market Size and Forecast, by Application
      • 16.4.11.6 Japan Market Size and Forecast, by Component
      • 16.4.11.7 Japan Market Size and Forecast, by Deployment
      • 16.4.11.8 Japan Market Size and Forecast, by End User
      • 16.4.11.9 Japan Market Size and Forecast, by Solutions
      • 16.4.11.10 Local Competition Analysis
      • 16.4.11.11 Local Market Analysis
    • 16.4.1 South Korea
      • 16.4.12.1 South Korea Market Size and Forecast, by Type
      • 16.4.12.2 South Korea Market Size and Forecast, by Product
      • 16.4.12.3 South Korea Market Size and Forecast, by Services
      • 16.4.12.4 South Korea Market Size and Forecast, by Technology
      • 16.4.12.5 South Korea Market Size and Forecast, by Application
      • 16.4.12.6 South Korea Market Size and Forecast, by Component
      • 16.4.12.7 South Korea Market Size and Forecast, by Deployment
      • 16.4.12.8 South Korea Market Size and Forecast, by End User
      • 16.4.12.9 South Korea Market Size and Forecast, by Solutions
      • 16.4.12.10 Local Competition Analysis
      • 16.4.12.11 Local Market Analysis
    • 16.4.1 Australia
      • 16.4.13.1 Australia Market Size and Forecast, by Type
      • 16.4.13.2 Australia Market Size and Forecast, by Product
      • 16.4.13.3 Australia Market Size and Forecast, by Services
      • 16.4.13.4 Australia Market Size and Forecast, by Technology
      • 16.4.13.5 Australia Market Size and Forecast, by Application
      • 16.4.13.6 Australia Market Size and Forecast, by Component
      • 16.4.13.7 Australia Market Size and Forecast, by Deployment
      • 16.4.13.8 Australia Market Size and Forecast, by End User
      • 16.4.13.9 Australia Market Size and Forecast, by Solutions
      • 16.4.13.10 Local Competition Analysis
      • 16.4.13.11 Local Market Analysis
    • 16.4.1 Singapore
      • 16.4.14.1 Singapore Market Size and Forecast, by Type
      • 16.4.14.2 Singapore Market Size and Forecast, by Product
      • 16.4.14.3 Singapore Market Size and Forecast, by Services
      • 16.4.14.4 Singapore Market Size and Forecast, by Technology
      • 16.4.14.5 Singapore Market Size and Forecast, by Application
      • 16.4.14.6 Singapore Market Size and Forecast, by Component
      • 16.4.14.7 Singapore Market Size and Forecast, by Deployment
      • 16.4.14.8 Singapore Market Size and Forecast, by End User
      • 16.4.14.9 Singapore Market Size and Forecast, by Solutions
      • 16.4.14.10 Local Competition Analysis
      • 16.4.14.11 Local Market Analysis
    • 16.4.1 Indonesia
      • 16.4.15.1 Indonesia Market Size and Forecast, by Type
      • 16.4.15.2 Indonesia Market Size and Forecast, by Product
      • 16.4.15.3 Indonesia Market Size and Forecast, by Services
      • 16.4.15.4 Indonesia Market Size and Forecast, by Technology
      • 16.4.15.5 Indonesia Market Size and Forecast, by Application
      • 16.4.15.6 Indonesia Market Size and Forecast, by Component
      • 16.4.15.7 Indonesia Market Size and Forecast, by Deployment
      • 16.4.15.8 Indonesia Market Size and Forecast, by End User
      • 16.4.15.9 Indonesia Market Size and Forecast, by Solutions
      • 16.4.15.10 Local Competition Analysis
      • 16.4.15.11 Local Market Analysis
    • 16.4.1 Taiwan
      • 16.4.16.1 Taiwan Market Size and Forecast, by Type
      • 16.4.16.2 Taiwan Market Size and Forecast, by Product
      • 16.4.16.3 Taiwan Market Size and Forecast, by Services
      • 16.4.16.4 Taiwan Market Size and Forecast, by Technology
      • 16.4.16.5 Taiwan Market Size and Forecast, by Application
      • 16.4.16.6 Taiwan Market Size and Forecast, by Component
      • 16.4.16.7 Taiwan Market Size and Forecast, by Deployment
      • 16.4.16.8 Taiwan Market Size and Forecast, by End User
      • 16.4.16.9 Taiwan Market Size and Forecast, by Solutions
      • 16.4.16.10 Local Competition Analysis
      • 16.4.16.11 Local Market Analysis
    • 16.4.1 Malaysia
      • 16.4.17.1 Malaysia Market Size and Forecast, by Type
      • 16.4.17.2 Malaysia Market Size and Forecast, by Product
      • 16.4.17.3 Malaysia Market Size and Forecast, by Services
      • 16.4.17.4 Malaysia Market Size and Forecast, by Technology
      • 16.4.17.5 Malaysia Market Size and Forecast, by Application
      • 16.4.17.6 Malaysia Market Size and Forecast, by Component
      • 16.4.17.7 Malaysia Market Size and Forecast, by Deployment
      • 16.4.17.8 Malaysia Market Size and Forecast, by End User
      • 16.4.17.9 Malaysia Market Size and Forecast, by Solutions
      • 16.4.17.10 Local Competition Analysis
      • 16.4.17.11 Local Market Analysis
    • 16.4.1 Rest of Asia-Pacific
      • 16.4.18.1 Rest of Asia-Pacific Market Size and Forecast, by Type
      • 16.4.18.2 Rest of Asia-Pacific Market Size and Forecast, by Product
      • 16.4.18.3 Rest of Asia-Pacific Market Size and Forecast, by Services
      • 16.4.18.4 Rest of Asia-Pacific Market Size and Forecast, by Technology
      • 16.4.18.5 Rest of Asia-Pacific Market Size and Forecast, by Application
      • 16.4.18.6 Rest of Asia-Pacific Market Size and Forecast, by Component
      • 16.4.18.7 Rest of Asia-Pacific Market Size and Forecast, by Deployment
      • 16.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by End User
      • 16.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by Solutions
      • 16.4.18.10 Local Competition Analysis
      • 16.4.18.11 Local Market Analysis
  • 16.1 Latin America
    • 16.5.1 Key Market Trends and Opportunities
    • 16.5.2 Latin America Market Size and Forecast, by Type
    • 16.5.3 Latin America Market Size and Forecast, by Product
    • 16.5.4 Latin America Market Size and Forecast, by Services
    • 16.5.5 Latin America Market Size and Forecast, by Technology
    • 16.5.6 Latin America Market Size and Forecast, by Application
    • 16.5.7 Latin America Market Size and Forecast, by Component
    • 16.5.8 Latin America Market Size and Forecast, by Deployment
    • 16.5.9 Latin America Market Size and Forecast, by End User
    • 16.5.10 Latin America Market Size and Forecast, by Solutions
    • 16.5.11 Latin America Market Size and Forecast, by Country
    • 16.5.12 Brazil
      • 16.5.9.1 Brazil Market Size and Forecast, by Type
      • 16.5.9.2 Brazil Market Size and Forecast, by Product
      • 16.5.9.3 Brazil Market Size and Forecast, by Services
      • 16.5.9.4 Brazil Market Size and Forecast, by Technology
      • 16.5.9.5 Brazil Market Size and Forecast, by Application
      • 16.5.9.6 Brazil Market Size and Forecast, by Component
      • 16.5.9.7 Brazil Market Size and Forecast, by Deployment
      • 16.5.9.8 Brazil Market Size and Forecast, by End User
      • 16.5.9.9 Brazil Market Size and Forecast, by Solutions
      • 16.5.9.10 Local Competition Analysis
      • 16.5.9.11 Local Market Analysis
    • 16.5.1 Mexico
      • 16.5.10.1 Mexico Market Size and Forecast, by Type
      • 16.5.10.2 Mexico Market Size and Forecast, by Product
      • 16.5.10.3 Mexico Market Size and Forecast, by Services
      • 16.5.10.4 Mexico Market Size and Forecast, by Technology
      • 16.5.10.5 Mexico Market Size and Forecast, by Application
      • 16.5.10.6 Mexico Market Size and Forecast, by Component
      • 16.5.10.7 Mexico Market Size and Forecast, by Deployment
      • 16.5.10.8 Mexico Market Size and Forecast, by End User
      • 16.5.10.9 Mexico Market Size and Forecast, by Solutions
      • 16.5.10.10 Local Competition Analysis
      • 16.5.10.11 Local Market Analysis
    • 16.5.1 Argentina
      • 16.5.11.1 Argentina Market Size and Forecast, by Type
      • 16.5.11.2 Argentina Market Size and Forecast, by Product
      • 16.5.11.3 Argentina Market Size and Forecast, by Services
      • 16.5.11.4 Argentina Market Size and Forecast, by Technology
      • 16.5.11.5 Argentina Market Size and Forecast, by Application
      • 16.5.11.6 Argentina Market Size and Forecast, by Component
      • 16.5.11.7 Argentina Market Size and Forecast, by Deployment
      • 16.5.11.8 Argentina Market Size and Forecast, by End User
      • 16.5.11.9 Argentina Market Size and Forecast, by Solutions
      • 16.5.11.10 Local Competition Analysis
      • 16.5.11.11 Local Market Analysis
    • 16.5.1 Rest of Latin America
      • 16.5.12.1 Rest of Latin America Market Size and Forecast, by Type
      • 16.5.12.2 Rest of Latin America Market Size and Forecast, by Product
      • 16.5.12.3 Rest of Latin America Market Size and Forecast, by Services
      • 16.5.12.4 Rest of Latin America Market Size and Forecast, by Technology
      • 16.5.12.5 Rest of Latin America Market Size and Forecast, by Application
      • 16.5.12.6 Rest of Latin America Market Size and Forecast, by Component
      • 16.5.12.7 Rest of Latin America Market Size and Forecast, by Deployment
      • 16.5.12.8 Rest of Latin America Market Size and Forecast, by End User
      • 16.5.12.9 Rest of Latin America Market Size and Forecast, by Solutions
      • 16.5.12.10 Local Competition Analysis
      • 16.5.12.11 Local Market Analysis
  • 16.1 Middle East and Africa
    • 16.6.1 Key Market Trends and Opportunities
    • 16.6.2 Middle East and Africa Market Size and Forecast, by Type
    • 16.6.3 Middle East and Africa Market Size and Forecast, by Product
    • 16.6.4 Middle East and Africa Market Size and Forecast, by Services
    • 16.6.5 Middle East and Africa Market Size and Forecast, by Technology
    • 16.6.6 Middle East and Africa Market Size and Forecast, by Application
    • 16.6.7 Middle East and Africa Market Size and Forecast, by Component
    • 16.6.8 Middle East and Africa Market Size and Forecast, by Deployment
    • 16.6.9 Middle East and Africa Market Size and Forecast, by End User
    • 16.6.10 Middle East and Africa Market Size and Forecast, by Solutions
    • 16.6.11 Middle East and Africa Market Size and Forecast, by Country
    • 16.6.12 Saudi Arabia
      • 16.6.9.1 Saudi Arabia Market Size and Forecast, by Type
      • 16.6.9.2 Saudi Arabia Market Size and Forecast, by Product
      • 16.6.9.3 Saudi Arabia Market Size and Forecast, by Services
      • 16.6.9.4 Saudi Arabia Market Size and Forecast, by Technology
      • 16.6.9.5 Saudi Arabia Market Size and Forecast, by Application
      • 16.6.9.6 Saudi Arabia Market Size and Forecast, by Component
      • 16.6.9.7 Saudi Arabia Market Size and Forecast, by Deployment
      • 16.6.9.8 Saudi Arabia Market Size and Forecast, by End User
      • 16.6.9.9 Saudi Arabia Market Size and Forecast, by Solutions
      • 16.6.9.10 Local Competition Analysis
      • 16.6.9.11 Local Market Analysis
    • 16.6.1 UAE
      • 16.6.10.1 UAE Market Size and Forecast, by Type
      • 16.6.10.2 UAE Market Size and Forecast, by Product
      • 16.6.10.3 UAE Market Size and Forecast, by Services
      • 16.6.10.4 UAE Market Size and Forecast, by Technology
      • 16.6.10.5 UAE Market Size and Forecast, by Application
      • 16.6.10.6 UAE Market Size and Forecast, by Component
      • 16.6.10.7 UAE Market Size and Forecast, by Deployment
      • 16.6.10.8 UAE Market Size and Forecast, by End User
      • 16.6.10.9 UAE Market Size and Forecast, by Solutions
      • 16.6.10.10 Local Competition Analysis
      • 16.6.10.11 Local Market Analysis
    • 16.6.1 South Africa
      • 16.6.11.1 South Africa Market Size and Forecast, by Type
      • 16.6.11.2 South Africa Market Size and Forecast, by Product
      • 16.6.11.3 South Africa Market Size and Forecast, by Services
      • 16.6.11.4 South Africa Market Size and Forecast, by Technology
      • 16.6.11.5 South Africa Market Size and Forecast, by Application
      • 16.6.11.6 South Africa Market Size and Forecast, by Component
      • 16.6.11.7 South Africa Market Size and Forecast, by Deployment
      • 16.6.11.8 South Africa Market Size and Forecast, by End User
      • 16.6.11.9 South Africa Market Size and Forecast, by Solutions
      • 16.6.11.10 Local Competition Analysis
      • 16.6.11.11 Local Market Analysis
    • 16.6.1 Rest of MEA
      • 16.6.12.1 Rest of MEA Market Size and Forecast, by Type
      • 16.6.12.2 Rest of MEA Market Size and Forecast, by Product
      • 16.6.12.3 Rest of MEA Market Size and Forecast, by Services
      • 16.6.12.4 Rest of MEA Market Size and Forecast, by Technology
      • 16.6.12.5 Rest of MEA Market Size and Forecast, by Application
      • 16.6.12.6 Rest of MEA Market Size and Forecast, by Component
      • 16.6.12.7 Rest of MEA Market Size and Forecast, by Deployment
      • 16.6.12.8 Rest of MEA Market Size and Forecast, by End User
      • 16.6.12.9 Rest of MEA Market Size and Forecast, by Solutions
      • 16.6.12.10 Local Competition Analysis
      • 16.6.12.11 Local Market Analysis

17: Competitive Landscape

  • 17.1 Overview
  • 17.2 Market Share Analysis
  • 17.3 Key Player Positioning
  • 17.4 Competitive Leadership Mapping
    • 17.4.1 Star Players
    • 17.4.2 Innovators
    • 17.4.3 Emerging Players
  • 17.5 Vendor Benchmarking
  • 17.6 Developmental Strategy Benchmarking
    • 17.6.1 New Product Developments
    • 17.6.2 Product Launches
    • 17.6.3 Business Expansions
    • 17.6.4 Partnerships, Joint Ventures, and Collaborations
    • 17.6.5 Mergers and Acquisitions

18: Company Profiles

  • 18.1 C3.ai
    • 18.1.1 Company Overview
    • 18.1.2 Company Snapshot
    • 18.1.3 Business Segments
    • 18.1.4 Business Performance
    • 18.1.5 Product Offerings
    • 18.1.6 Key Developmental Strategies
    • 18.1.7 SWOT Analysis
  • 18.2 SparkCognition
    • 18.2.1 Company Overview
    • 18.2.2 Company Snapshot
    • 18.2.3 Business Segments
    • 18.2.4 Business Performance
    • 18.2.5 Product Offerings
    • 18.2.6 Key Developmental Strategies
    • 18.2.7 SWOT Analysis
  • 18.3 Uptake
    • 18.3.1 Company Overview
    • 18.3.2 Company Snapshot
    • 18.3.3 Business Segments
    • 18.3.4 Business Performance
    • 18.3.5 Product Offerings
    • 18.3.6 Key Developmental Strategies
    • 18.3.7 SWOT Analysis
  • 18.4 FogHorn
    • 18.4.1 Company Overview
    • 18.4.2 Company Snapshot
    • 18.4.3 Business Segments
    • 18.4.4 Business Performance
    • 18.4.5 Product Offerings
    • 18.4.6 Key Developmental Strategies
    • 18.4.7 SWOT Analysis
  • 18.5 Arundo Analytics
    • 18.5.1 Company Overview
    • 18.5.2 Company Snapshot
    • 18.5.3 Business Segments
    • 18.5.4 Business Performance
    • 18.5.5 Product Offerings
    • 18.5.6 Key Developmental Strategies
    • 18.5.7 SWOT Analysis
  • 18.6 IoTium
    • 18.6.1 Company Overview
    • 18.6.2 Company Snapshot
    • 18.6.3 Business Segments
    • 18.6.4 Business Performance
    • 18.6.5 Product Offerings
    • 18.6.6 Key Developmental Strategies
    • 18.6.7 SWOT Analysis
  • 18.7 VANTIQ
    • 18.7.1 Company Overview
    • 18.7.2 Company Snapshot
    • 18.7.3 Business Segments
    • 18.7.4 Business Performance
    • 18.7.5 Product Offerings
    • 18.7.6 Key Developmental Strategies
    • 18.7.7 SWOT Analysis
  • 18.8 Altizon
    • 18.8.1 Company Overview
    • 18.8.2 Company Snapshot
    • 18.8.3 Business Segments
    • 18.8.4 Business Performance
    • 18.8.5 Product Offerings
    • 18.8.6 Key Developmental Strategies
    • 18.8.7 SWOT Analysis
  • 18.9 Augury
    • 18.9.1 Company Overview
    • 18.9.2 Company Snapshot
    • 18.9.3 Business Segments
    • 18.9.4 Business Performance
    • 18.9.5 Product Offerings
    • 18.9.6 Key Developmental Strategies
    • 18.9.7 SWOT Analysis
  • 18.10 Zebra Medical Vision
    • 18.10.1 Company Overview
    • 18.10.2 Company Snapshot
    • 18.10.3 Business Segments
    • 18.10.4 Business Performance
    • 18.10.5 Product Offerings
    • 18.10.6 Key Developmental Strategies
    • 18.10.7 SWOT Analysis
  • 18.11 Sight Machine
    • 18.11.1 Company Overview
    • 18.11.2 Company Snapshot
    • 18.11.3 Business Segments
    • 18.11.4 Business Performance
    • 18.11.5 Product Offerings
    • 18.11.6 Key Developmental Strategies
    • 18.11.7 SWOT Analysis
  • 18.12 Samsara
    • 18.12.1 Company Overview
    • 18.12.2 Company Snapshot
    • 18.12.3 Business Segments
    • 18.12.4 Business Performance
    • 18.12.5 Product Offerings
    • 18.12.6 Key Developmental Strategies
    • 18.12.7 SWOT Analysis
  • 18.13 PTC
    • 18.13.1 Company Overview
    • 18.13.2 Company Snapshot
    • 18.13.3 Business Segments
    • 18.13.4 Business Performance
    • 18.13.5 Product Offerings
    • 18.13.6 Key Developmental Strategies
    • 18.13.7 SWOT Analysis
  • 18.14 KaaIoT
    • 18.14.1 Company Overview
    • 18.14.2 Company Snapshot
    • 18.14.3 Business Segments
    • 18.14.4 Business Performance
    • 18.14.5 Product Offerings
    • 18.14.6 Key Developmental Strategies
    • 18.14.7 SWOT Analysis
  • 18.15 Bsquare
    • 18.15.1 Company Overview
    • 18.15.2 Company Snapshot
    • 18.15.3 Business Segments
    • 18.15.4 Business Performance
    • 18.15.5 Product Offerings
    • 18.15.6 Key Developmental Strategies
    • 18.15.7 SWOT Analysis
  • 18.16 Litmus Automation
    • 18.16.1 Company Overview
    • 18.16.2 Company Snapshot
    • 18.16.3 Business Segments
    • 18.16.4 Business Performance
    • 18.16.5 Product Offerings
    • 18.16.6 Key Developmental Strategies
    • 18.16.7 SWOT Analysis
  • 18.17 MachineMetrics
    • 18.17.1 Company Overview
    • 18.17.2 Company Snapshot
    • 18.17.3 Business Segments
    • 18.17.4 Business Performance
    • 18.17.5 Product Offerings
    • 18.17.6 Key Developmental Strategies
    • 18.17.7 SWOT Analysis
  • 18.18 ThingWorx
    • 18.18.1 Company Overview
    • 18.18.2 Company Snapshot
    • 18.18.3 Business Segments
    • 18.18.4 Business Performance
    • 18.18.5 Product Offerings
    • 18.18.6 Key Developmental Strategies
    • 18.18.7 SWOT Analysis
  • 18.19 ClearBlade
    • 18.19.1 Company Overview
    • 18.19.2 Company Snapshot
    • 18.19.3 Business Segments
    • 18.19.4 Business Performance
    • 18.19.5 Product Offerings
    • 18.19.6 Key Developmental Strategies
    • 18.19.7 SWOT Analysis
  • 18.20 Temboo
    • 18.20.1 Company Overview
    • 18.20.2 Company Snapshot
    • 18.20.3 Business Segments
    • 18.20.4 Business Performance
    • 18.20.5 Product Offerings
    • 18.20.6 Key Developmental Strategies
    • 18.20.7 SWOT Analysis