サンプル依頼リスト カート
  • English
デフォルト表紙
市場調査レポート
商品コード
1720674

モノの人工知能市場分析と2034年までの予測：タイプ、製品、サービス、技術、用途、コンポーネント、展開、エンドユーザー、ソリューション

Artificial Intelligence of Things Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Application, Component, Deployment, End User, Solutions

出版日
ページ情報
英文 337 Pages
納期
3～5営業日
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.36円
モノの人工知能市場分析と2034年までの予測：タイプ、製品、サービス、技術、用途、コンポーネント、展開、エンドユーザー、ソリューション
出版日: 2025年05月04日
発行: Global Insight Services
ページ情報: 英文 337 Pages
納期: 3～5営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 目次
概要

モノの人工知能市場は、2024年の793億米ドルから2034年までには1兆2,162億米ドルに拡大し、CAGR約31.4％で成長すると予測されます。同市場はAIとIoTの融合であり、デバイスやシステム全体のデータ分析、意思決定、自動化を強化します。この相乗効果により、スマート環境が実現し、製造、ヘルスケア、スマートシティなどの産業における効率性が向上します。リアルタイムの洞察とオペレーションの自動化に対する需要の高まりが市場成長を後押しし、エッジコンピューティング、接続性、AIアルゴリズムのイノベーションを促進しています。

市場概要：

モノの人工知能（AIoT）市場は、AIとIoT技術の融合によって急成長しており、よりスマートで自律的なシステムを促進しています。産業分野は、製造、物流、サプライチェーン管理への変革的な影響に後押しされ、主要な市場分野となっています。自動化とリアルタイムのデータ分析に重点を置いたインダストリー4.0への取り組みが、その優位性を裏付けています。AIoTの統合による予知保全と運用効率の向上が需要をさらに促進しています。新たなサブセグメントには、都市インフラと患者ケアを最適化するAIoTの可能性が勢いを増しているスマートシティとヘルスケアが含まれます。スマートホーム分野も急成長を遂げており、AIoT対応機器が利便性とエネルギー管理を強化しています。特にエッジコンピューティングと5Gコネクティビティにおいて技術的進歩が続く中、これらのサブセグメントはAIoTイノベーションの可能性を最大限に活用しようとする利害関係者に有利な機会を提供し、展望を再形成する態勢を整えています。

市場セグメンテーション
タイプ ソフトウェア、ハードウェア、サービス
製品 スマートセンサー、エッジデバイス、AIプラットフォーム、IoTゲートウェイ
サービス コンサルティング、インテグレーション、サポート・メンテナンス、マネージドサービス
技術 機械学習、ディープラーニング、自然言語処理、コンピュータビジョン
用途 スマートホーム、産業オートメーション、ヘルスケア、小売、運輸、農業、エネルギー管理
コンポーネント プロセッサー、メモリー、ネットワーキング・コンポーネント、センサー
展開 クラウド、オンプレミス、ハイブリッド
エンドユーザー 製造、ヘルスケア、自動車、小売、エネルギー、通信
ソリューション 予知保全、遠隔監視、資産追跡、スマートメーター

モノの人工知能（AIoT）市場は、スマートホームソリューションと産業用IoTを筆頭に、多様なアプリケーションの分布が特徴です。このセグメンテーションは、インテリジェントな自動化と接続性の強化に対する需要の高まりの影響を受けています。アジア太平洋は、多額の投資と急成長するハイテク産業に牽引され、AIoTイノベーションの重要なハブとして台頭しています。一方、北米は高度な技術インフラとAIoTソリューションの早期導入により、強力な足場を維持しています。Google、Microsoft、Amazonなどの主要な業界企業は、この進化する市場でより大きなシェアを獲得するため、継続的にイノベーションを行い、ポートフォリオを拡大しています。特に欧州と北米の規制状況は、データプライバシーとセキュリティを重視し、AIoTの状況を形成する上で極めて重要です。市場の進化に伴い、AIアルゴリズムの進化と5Gインフラの普及に後押しされた力強い成長が予測されています。しかし、相互運用性の問題やサイバーセキュリティの懸念といった課題も残っています。AIとIoTの統合は、特にヘルスケア、製造業、スマートシティなどの分野で変革の機会を引き出し、AIoT市場のダイナミックで広大な未来を約束すると期待されています。

動向と促進要因：

モノの人工知能（AIoT）市場は、いくつかの主要動向と促進要因によって変革的な成長を遂げています。AIとIoTデバイスの融合は、さまざまな産業で自動化と業務効率の向上をもたらしています。この融合により、リアルタイムでのデータ処理と意思決定が可能になり、パフォーマンスの最適化とダウンタイムの削減に不可欠なものとなっています。もうひとつの大きな動向は、エッジコンピューティングの採用が増加していることです。より発生源に近い場所でデータを処理することで、エッジコンピューティングは待ち時間を短縮し、AIoTアプリケーションの応答性を高めます。これは、タイムリーなデータ洞察が重要なヘルスケアや製造業などの分野で特に有益です。さらに、機械学習アルゴリズムの進歩がAIoT市場を前進させています。これらのアルゴリズムはより洗練されつつあり、より正確な予測と意思決定能力の向上を可能にしています。その結果、企業は競争力を高めるためにAIoTソリューションを活用するようになっています。また、企業がサイバー脅威からIoTネットワークを保護しようとしていることから、セキュリティへの懸念も市場を牽引しています。強化されたセキュリティプロトコルとAIによる脅威検出は、AIoTの展開に不可欠な要素になりつつあります。最後に、5G技術の普及がAIoT市場の触媒として作用しています。5Gネットワークの高速接続性と低遅延は、AIとIoTのシームレスな統合を促進し、多様な業界にわたる革新的なアプリケーションの可能性を広げています。

抑制要因と課題：

モノの人工知能（AIoT）市場は、いくつかの重大な抑制要因と課題に直面しています。AIとIoTデバイスの統合は機密情報の取り扱いを伴うことが多く、侵害の影響を受けやすいため、主な懸念事項はデータプライバシーとセキュリティです。加えて、標準化されたプロトコルの欠如と、異なるAIoTシステム間の相互運用性の問題が、シームレスな統合と拡張性を妨げています。また、導入コストが高いことも障壁となっており、中小企業は初期投資や継続的なメンテナンス費用を捻出するのに苦労する可能性があります。技術の進歩のペースが速いことも問題をさらに複雑にしています。組織は競争力を維持するために継続的に適応しなければならず、運用の複雑さを増しています。最後に、AIoTソリューションを効果的に開発、展開、管理するために必要な専門知識を有する専門家が不足しており、労働力におけるスキル格差が顕著です。これらの課題は総体的に、AIoT市場の普及と成長を妨げています。

目次

第1章 モノの人工知能市場概要

  • 調査目的
  • モノの人工知能市場の定義と調査範囲
  • レポートの制限事項
  • 調査対象年と通貨
  • 調査手法

第2章 エグゼクティブサマリー

第3章 市場に関する重要考察

第4章 モノの人工知能市場の展望

  • モノの人工知能市場のセグメンテーション
  • 市場力学
  • ポーターのファイブフォース分析
  • PESTLE分析
  • バリューチェーン分析
  • 4Pモデル
  • ANSOFFマトリックス

第5章 モノの人工知能市場戦略

  • 親市場分析
  • 需給分析
  • 消費者の購買意欲
  • ケーススタディ分析
  • 価格分析
  • 規制状況
  • サプライチェーン分析
  • 競合製品分析
  • 最近の動向

第6章 モノの人工知能市場規模

  • モノの人工知能の市場規模：金額別
  • モノの人工知能の市場規模：数量別

第7章 モノの人工知能市場：タイプ別

  • 市場概要
  • ソフトウェア
  • ハードウェア
  • サービス
  • その他

第8章 モノの人工知能市場：製品別

  • 市場概要
  • スマートセンサー
  • エッジデバイス
  • AIプラットフォーム
  • IoTゲートウェイ
  • その他

第9章 モノの人工知能市場：サービス別

  • 市場概要
  • コンサルティング
  • インテグレーション
  • サポート・メンテナンス
  • マネージドサービス
  • その他

第10章 モノの人工知能市場：技術別

  • 市場概要
  • 機械学習
  • ディープラーニング
  • 自然言語処理
  • コンピュータビジョン
  • その他

第11章 モノの人工知能市場：用途別

  • 市場概要
  • スマートホーム
  • 産業オートメーション
  • ヘルスケア
  • 小売
  • 運輸
  • 農業
  • エネルギー管理
  • その他

第12章 モノの人工知能市場：コンポーネント別

  • 市場概要
  • プロセッサー
  • メモリー
  • ネットワーキングコンポーネント
  • センサー
  • その他

第13章 モノの人工知能市場：展開別

  • 市場概要
  • クラウド
  • オンプレミス
  • ハイブリッド
  • その他

第14章 モノの人工知能市場：エンドユーザー別

  • 市場概要
  • 製造業
  • ヘルスケア
  • 自動車
  • 小売
  • エネルギー
  • 通信
  • その他

第15章 モノの人工知能市場：ソリューション別

  • 市場概要
  • 予知保全
  • 遠隔監視
  • 資産追跡
  • スマートメーター
  • その他

第16章 モノの人工知能市場：地域別

  • 概要
  • 北米
    • 米国
    • カナダ
  • 欧州
    • 英国
    • ドイツ
    • フランス
    • スペイン
    • イタリア
    • オランダ
    • スウェーデン
    • スイス
    • デンマーク
    • フィンランド
    • ロシア
    • その他欧州
  • アジア太平洋
    • 中国
    • インド
    • 日本
    • 韓国
    • オーストラリア
    • シンガポール
    • インドネシア
    • 台湾
    • マレーシア
    • その他アジア太平洋
  • ラテンアメリカ
    • ブラジル
    • メキシコ
    • アルゼンチン
    • その他ラテンアメリカ
  • 中東・アフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • 南アフリカ
    • その他中東・アフリカ

第17章 競合情勢

  • 概要
  • 市場シェア分析
  • 主要企業のポジショニング
  • 競合リーダーシップマッピング
  • ベンダーベンチマーキング
  • 開発戦略のベンチマーキング

第18章 企業プロファイル

  • 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
目次
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