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IoTにおけるAI市場分析と2034年までの予測：タイプ、製品、サービス、技術、コンポーネント、用途、デバイス、展開、エンドユーザー

AI in IoT Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Component, Application, Device, Deployment, End User

出版日
ページ情報
英文 334 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=146.08円
IoTにおけるAI市場分析と2034年までの予測：タイプ、製品、サービス、技術、コンポーネント、用途、デバイス、展開、エンドユーザー
出版日: 2025年05月04日
発行: Global Insight Services
ページ情報: 英文 334 Pages
納期: 3～5営業日
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概要

IoTにおけるAI市場は、2024年の186億米ドルから2034年までには1,475億米ドルに拡大し、CAGR約23％で成長すると予測されています。同市場は、モノのインターネットのフレームワーク内に人工知能技術を統合し、データ処理、意思決定、自動化機能を強化することを包含しています。この市場は、スマートデバイスとAI主導のアナリティクスの融合に重点を置き、リアルタイムの洞察と業務効率を促進します。産業界でIoTソリューションの導入が進む中、パフォーマンスの最適化と予知保全におけるAIの役割は極めて重要であり、高度なアルゴリズムとエッジコンピューティングソリューションの需要を促進しています。

市場概要：

IoTにおけるAI市場は、主にIoT機能を強化するためのAI技術の統合によって、力強い拡大を経験しています。産業用IoTセグメントは、製造プロセス、予知保全、業務効率への変革的な影響により、主要市場セグメントとして浮上しています。この優位性は、業界のインダストリー4.0へのシフトに支えられており、そこではAI主導の分析と自動化が生産ラインの最適化とダウンタイムの削減に極めて重要です。スマートシティやヘルスケアIoTなどの新興サブセグメントが勢いを増しており、成長の大きな可能性を提供しています。スマートシティ構想は、AIを活用して都市のインフラとサービスを改善し、持続可能性と生活の質を高めます。ヘルスケアでは、IoTにおけるAIが患者の遠隔モニタリングと個別化医療を促進し、患者の転帰と業務効率を改善します。これらのサブセグメントは、データ主導の洞察を活用し、IoTランドスケープ全体でイノベーションを促進することで、それぞれの領域を再構築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、アクチュエーター、エッジデバイス、ゲートウェイ
サービス プロフェッショナルサービス、マネージドサービス、コンサルティング、インテグレーションサービス、サポート・メンテナンス
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
コンポーネント プロセッサー、メモリー・デバイス、コネクティビティーIC、センサー
用途 予知保全、資産追跡、スマートホーム、スマートグリッド、スマートシティ
デバイス ウェアラブル、スマート家電、産業用IoTデバイス、コネクテッドビークル
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、エネルギー、小売、農業、物流

IoTにおけるAI市場は、クラウドベースのソリューションへの大きな傾倒が特徴であり、その拡張性と費用対効果により市場を独占しています。オンプレミスソリューションは、データセキュリティ要件が厳しい業界に対応し、強い存在感を維持しています。ハイブリッドモデルは、柔軟性と制御のバランスの取れたアプローチを提供し、人気を集めています。北米地域は、強固な技術インフラとイノベーションに牽引され、IoTにおけるAI導入の最前線を維持しています。一方、アジア太平洋地域は、スマートシティ構想や産業オートメーションへの多額の投資に後押しされ、成長が加速しています。

競合情勢は、NVIDIA、Intel、IBMなどの主要企業が戦略的な作戦を展開し、最先端のAIの進歩を通じて継続的にサービスを強化していることが特徴です。特に北米と欧州の規制枠組みは、コンプライアンスを確保しながらイノベーションを推進する基準を確立することで、市場のダイナミクスを形成する上で極めて重要な役割を果たしています。今後、IoT機器へのAIの統合やエッジコンピューティングの普及が牽引役となり、市場は力強い成長を遂げる構えです。とはいえ、サイバーセキュリティリスクやインフラ導入に伴う高コストといった課題は、依然として大きなハードルとなっています。しかし、AIと機械学習の継続的な進歩が新たな成長の道を開き、業界の利害関係者に有利な機会をもたらすと期待されています。

動向と促進要因：

IoTにおけるAI市場は、人工知能とモノのインターネットの融合に後押しされ、力強い拡大を経験しています。主な動向は、IoTデバイスへのAIアルゴリズムの統合が進み、データを処理して自律的に意思決定する能力が強化されていることです。この融合は、リアルタイムの分析や予知保全を可能にすることで、スマートホームから産業オートメーションまで、業界全体のイノベーションを促進しています。もう一つの重要な動向は、AIoTの展望におけるエッジコンピューティングの普及です。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、IoTシステムの効率を高めます。この開発は、自律走行車やスマートグリッドなど、即時対応が必要なアプリケーションにとって極めて重要です。さらに、機械学習の進歩により、IoTデバイスのパターン認識能力が向上し、より正確でパーソナライズされたユーザー体験を促進します。また、IoTネットワークにおけるセキュリティとプライバシーの強化に対する需要の高まりも市場を牽引しています。AI技術は、異常の検出とサイバー脅威の軽減に活用され、接続されたシステムの完全性を確保しています。さらに、5G技術の台頭がAIoTソリューションの展開を加速し、より高速なデータ速度と接続性を提供しています。企業がデジタルトランスフォーメーションをますます優先するようになるにつれ、IoTにおけるAI市場は持続的な成長を遂げる態勢が整っており、イノベーションと投資のための有利な機会を提示しています。

抑制要因と課題：

IoTにおけるAI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。主な課題はデータプライバシーに関する懸念であり、AIとIoTデバイスの統合により、機密データが暴露されるリスクが高まります。このため、強固なセキュリティ対策が必要となりますが、その実装にはコストと複雑さが伴います。さらに、異なるIoTプラットフォーム間で標準化されたプロトコルがないため、相互運用性の問題が生じ、シームレスな通信と統合が妨げられます。AI対応IoTソリューションに必要な初期投資が高額であるため、中小企業にとっては導入の足かせとなる可能性があります。さらに、IoTシステムでAIを開発・管理する専門知識を持つ熟練した専門家が不足しており、市場における人材格差につながっています。最後に、規制上のハードルやコンプライアンス要件は地域によって異なるため、IoTソリューションにおけるAIの世界展開が複雑になっています。これらの要因は総体として、市場の拡大と統合に大きな課題をもたらしています。

目次

第1章 IoTにおけるAI市場概要

  • 調査目的
  • IoTにおけるAI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 IoTにおけるAI市場の展望

  • IoTにおけるAI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 IoTにおけるAI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 IoTにおけるAIの市場規模

  • IoTにおけるAIの市場規模：金額別
  • IoTにおけるAIの市場規模：数量別

第7章 IoTにおけるAI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 IoTにおけるAI市場：製品別

  • 市場概要
  • スマートセンサー
  • アクチュエーター
  • エッジデバイス
  • ゲートウェイ
  • その他

第9章 IoTにおけるAI市場：サービス別

  • 市場概要
  • プロフェッショナルサービス
  • マネージドサービス
  • コンサルティングサービス
  • インテグレーション・サービス
  • サポート＆メンテナンス
  • その他

第10章 IoTにおけるAI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 IoTにおけるAI市場：コンポーネント別

  • 市場概要
  • プロセッサー
  • メモリーデバイス
  • コネクティビティIC
  • センサー
  • その他

第12章 IoTにおけるAI市場：用途別

  • 市場概要
  • 予知保全
  • 資産追跡
  • スマートホーム
  • スマートグリッド
  • スマートシティ
  • その他

第13章 IoTにおけるAI市場：デバイス別

  • 市場概要
  • ウェアラブル
  • スマート家電
  • 産業用IoTデバイス
  • コネクテッド・ビークル
  • その他

第14章 IoTにおけるAI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15章 IoTにおけるAI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
  • エネルギー
  • 小売
  • 農業
  • 物流
  • その他

第16章 IoTにおけるAI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
  • Uptake Technologies
  • FogHorn Systems
  • Arundo Analytics
  • Maana
  • SparkCognition
  • Altizon Systems
  • Thingstel
  • Aeris Communications
  • Temboo
  • Augury
  • Drayson Technologies
  • Relayr
  • Zebra Medical Vision
  • Imagimob
  • IoTium
  • KaaIoT Technologies
  • Flutura Decision Sciences and Analytics
  • Seebo Interactive
  • Samsara Networks
目次
Product Code: GIS23257

AI in IoT Market is anticipated to expand from $18.6 billion in 2024 to $147.5 billion by 2034, growing at a CAGR of approximately 23%. The market encompasses the integration of artificial intelligence technologies within Internet of Things frameworks, enhancing data processing, decision-making, and automation capabilities. This market focuses on the convergence of smart devices and AI-driven analytics, facilitating real-time insights and operational efficiency. As industries increasingly adopt IoT solutions, AI's role in optimizing performance and predictive maintenance is pivotal, driving demand for advanced algorithms and edge computing solutions.

Market Overview:

The AI in IoT Market is experiencing robust expansion, primarily driven by the integration of AI technologies to enhance IoT capabilities. The industrial IoT segment emerges as the leading market segment due to its transformative impact on manufacturing processes, predictive maintenance, and operational efficiency. This dominance is underpinned by the industry's shift towards Industry 4.0, where AI-driven analytics and automation are pivotal in optimizing production lines and reducing downtime. Emerging sub-segments, such as smart cities and healthcare IoT, are gaining momentum, offering significant potential for growth. Smart city initiatives leverage AI to improve urban infrastructure and services, enhancing sustainability and quality of life. In healthcare, AI in IoT facilitates remote patient monitoring and personalized medicine, improving patient outcomes and operational efficiencies. These sub-segments are poised to reshape their respective domains by harnessing data-driven insights and fostering innovation across the IoT landscape.

Market Segmentation
TypeSoftware, Hardware, Services
ProductSmart Sensors, Actuators, Edge Devices, Gateways
ServicesProfessional Services, Managed Services, Consulting, Integration Services, Support and Maintenance
TechnologyMachine Learning, Deep Learning, Natural Language Processing, Computer Vision
ComponentProcessors, Memory Devices, Connectivity ICs, Sensors
ApplicationPredictive Maintenance, Asset Tracking, Smart Home, Smart Grid, Smart Cities
DeviceWearables, Smart Appliances, Industrial IoT Devices, Connected Vehicles
DeploymentCloud, On-Premises, Hybrid
End UserManufacturing, Healthcare, Automotive, Energy, Retail, Agriculture, Logistics

The AI in IoT market is characterized by a significant inclination towards cloud-based solutions, which dominate the market due to their scalability and cost-effectiveness. On-premise solutions maintain a strong presence, catering to industries with stringent data security requirements. Hybrid models are gaining traction, offering a balanced approach to flexibility and control. The North American region remains at the forefront of AI in IoT adoption, driven by robust technological infrastructure and innovation. Meanwhile, the Asia-Pacific region is witnessing accelerated growth, fueled by substantial investments in smart city initiatives and industrial automation.

The competitive landscape is marked by the strategic maneuvers of key players such as NVIDIA, Intel, and IBM, who are continuously enhancing their offerings through cutting-edge AI advancements. Regulatory frameworks, particularly in North America and Europe, play a pivotal role in shaping market dynamics by establishing standards that drive innovation while ensuring compliance. Looking ahead, the market is poised for robust growth, with AI integration in IoT devices and the proliferation of edge computing leading the charge. Nonetheless, challenges such as cybersecurity risks and the high costs associated with infrastructure deployment continue to pose significant hurdles. However, ongoing advancements in AI and machine learning are expected to unlock new avenues for growth, presenting lucrative opportunities for industry stakeholders.

Geographical Overview:

The AI in IoT market is flourishing globally, with each region exhibiting unique characteristics. North America leads the charge, propelled by robust technological infrastructure and significant investments in AI and IoT integration. The presence of leading tech firms accelerates innovation and adoption rates. Europe follows, characterized by strong regulatory frameworks and a focus on data privacy, which enhances trust and adoption of AI in IoT solutions. In Asia Pacific, the market is experiencing rapid growth. This is driven by technological advancements and substantial investments in smart city initiatives. Countries like China and India are at the forefront, leveraging AI in IoT to optimize urban management and industrial processes. Latin America is emerging as a promising market, with increasing investments in digital transformation and IoT infrastructure. The Middle East & Africa region is recognizing the transformative potential of AI in IoT. Governments and businesses are investing in smart infrastructure to drive economic diversification and innovation. As these regions continue to develop, the AI in IoT market is poised for sustained growth, presenting lucrative opportunities for stakeholders worldwide.

Recent Developments:

In recent months, the AI in IoT market has been buzzing with significant developments. First, IBM has announced a strategic partnership with Siemens to integrate AI capabilities into industrial IoT solutions, aiming to enhance predictive maintenance and operational efficiency. Second, Google Cloud has unveiled its new AI-driven IoT platform, designed to offer seamless integration and advanced analytics for businesses looking to optimize their IoT networks. Third, Amazon Web Services (AWS) has expanded its AI services for IoT applications, introducing a suite of tools to facilitate machine learning on edge devices, thereby reducing latency and improving data processing efficiency. Fourth, in a move to bolster its AI in IoT offerings, Intel has acquired a startup specializing in AI chipsets for IoT devices, signaling its commitment to advancing edge computing capabilities. Lastly, regulatory changes in the European Union now emphasize stricter data privacy measures for AI-enabled IoT devices, prompting companies to adapt their compliance strategies accordingly. These developments underscore the dynamic nature of the AI in IoT sector, highlighting both opportunities and challenges.

Key Companies:

C3 AI, Uptake Technologies, Fog Horn Systems, Arundo Analytics, Maana, Spark Cognition, Altizon Systems, Thingstel, Aeris Communications, Temboo, Augury, Drayson Technologies, Relayr, Zebra Medical Vision, Imagimob, Io Tium, Kaa Io T Technologies, Flutura Decision Sciences and Analytics, Seebo Interactive, Samsara Networks

Trends and Drivers:

The AI in IoT market is experiencing robust expansion, propelled by the convergence of artificial intelligence and the Internet of Things. A key trend is the increasing integration of AI algorithms into IoT devices, enhancing their ability to process data and make autonomous decisions. This amalgamation is driving innovation across industries, from smart homes to industrial automation, by enabling real-time analytics and predictive maintenance. Another significant trend is the proliferation of edge computing in the AIoT landscape. By processing data closer to the source, edge computing reduces latency and enhances the efficiency of IoT systems. This development is crucial for applications requiring immediate responses, such as autonomous vehicles and smart grids. Furthermore, advancements in machine learning are empowering IoT devices with improved pattern recognition capabilities, facilitating more accurate and personalized user experiences. The market is also driven by the growing demand for enhanced security and privacy in IoT networks. AI technologies are being leveraged to detect anomalies and mitigate cyber threats, ensuring the integrity of connected systems. Additionally, the rise of 5G technology is accelerating the deployment of AIoT solutions, offering higher data speeds and connectivity. As businesses increasingly prioritize digital transformation, the AI in IoT market is poised for sustained growth, presenting lucrative opportunities for innovation and investment.

Restraints and Challenges:

The AI in IoT market is confronted with several significant restraints and challenges. A primary challenge is data privacy concerns, as the integration of AI with IoT devices increases the risk of sensitive data exposure. This necessitates robust security measures, which can be costly and complex to implement. Additionally, the lack of standardized protocols across different IoT platforms creates interoperability issues, hindering seamless communication and integration. The high initial investment required for AI-enabled IoT solutions can deter smaller enterprises from adoption. Furthermore, there is a shortage of skilled professionals who possess the expertise to develop and manage AI in IoT systems, leading to a talent gap in the market. Lastly, regulatory hurdles and compliance requirements vary across regions, complicating the deployment of AI in IoT solutions globally. These factors collectively pose substantial challenges to the market's expansion and integration.

Sources:

International Telecommunication Union (ITU), U.S. National Institute of Standards and Technology (NIST), European Commission - Digital Strategy, IEEE Internet of Things Initiative, World Economic Forum - Centre for the Fourth Industrial Revolution, International Data Corporation (IDC) - IoT Research, IoT Solutions World Congress, Consumer Electronics Show (CES), Mobile World Congress (MWC), International Conference on Internet of Things (IoT), International Conference on Artificial Intelligence and Internet of Things (AIoT), IoT Tech Expo, Association for Computing Machinery (ACM) - Special Interest Group on Artificial Intelligence, IEEE Global Internet of Things Summit, International Telecommunication Union (ITU) - AI for Good Global Summit, University of California, Berkeley - Center for Long-Term Cybersecurity, Massachusetts Institute of Technology (MIT) - Internet Policy Research Initiative, Stanford University - Human-Centered Artificial Intelligence (HAI), European Research Cluster on the Internet of Things (IERC), National Science Foundation (NSF) - Cyber-Physical Systems Program

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: AI in IoT Market Overview

  • 1.1 Objectives of the Study
  • 1.2 AI in IoT 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 Component
  • 2.8 Key Highlights of the Market, by Application
  • 2.9 Key Highlights of the Market, by Device
  • 2.10 Key Highlights of the Market, by Deployment
  • 2.11 Key Highlights of the Market, by End User
  • 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 Component
  • 3.7 Market Attractiveness Analysis, by Application
  • 3.8 Market Attractiveness Analysis, by Device
  • 3.9 Market Attractiveness Analysis, by Deployment
  • 3.10 Market Attractiveness Analysis, by End User
  • 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: AI in IoT Market Outlook

  • 4.1 AI in IoT 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: AI in IoT 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: AI in IoT Market Size

  • 6.1 AI in IoT Market Size, by Value
  • 6.2 AI in IoT Market Size, by Volume

7: AI in IoT 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: AI in IoT 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 Actuators
    • 8.3.1 Key Market Trends & Opportunity Analysis
    • 8.3.2 Market Size and Forecast, by Region
  • 8.4 Edge Devices
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 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: AI in IoT Market, by Services

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

10: AI in IoT 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: AI in IoT Market, by Component

  • 11.1 Market Overview
  • 11.2 Processors
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Memory Devices
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Connectivity ICs
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region
  • 11.5 Sensors
    • 11.5.1 Key Market Trends & Opportunity Analysis
    • 11.5.2 Market Size and Forecast, by Region
  • 11.6 Others
    • 11.6.1 Key Market Trends & Opportunity Analysis
    • 11.6.2 Market Size and Forecast, by Region

12: AI in IoT Market, by Application

  • 12.1 Market Overview
  • 12.2 Predictive Maintenance
    • 12.2.1 Key Market Trends & Opportunity Analysis
    • 12.2.2 Market Size and Forecast, by Region
  • 12.3 Asset Tracking
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Smart Home
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Smart Grid
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Smart Cities
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region
  • 12.7 Others
    • 12.7.1 Key Market Trends & Opportunity Analysis
    • 12.7.2 Market Size and Forecast, by Region

13: AI in IoT Market, by Device

  • 13.1 Market Overview
  • 13.2 Wearables
    • 13.2.1 Key Market Trends & Opportunity Analysis
    • 13.2.2 Market Size and Forecast, by Region
  • 13.3 Smart Appliances
    • 13.3.1 Key Market Trends & Opportunity Analysis
    • 13.3.2 Market Size and Forecast, by Region
  • 13.4 Industrial IoT Devices
    • 13.4.1 Key Market Trends & Opportunity Analysis
    • 13.4.2 Market Size and Forecast, by Region
  • 13.5 Connected Vehicles
    • 13.5.1 Key Market Trends & Opportunity Analysis
    • 13.5.2 Market Size and Forecast, by Region
  • 13.6 Others
    • 13.6.1 Key Market Trends & Opportunity Analysis
    • 13.6.2 Market Size and Forecast, by Region

14: AI in IoT Market, by Deployment

  • 14.1 Market Overview
  • 14.2 Cloud
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 On-Premises
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Hybrid
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Others
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region

15: AI in IoT Market, by End User

  • 15.1 Market Overview
  • 15.2 Manufacturing
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 Healthcare
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Automotive
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region
  • 15.5 Energy
    • 15.5.1 Key Market Trends & Opportunity Analysis
    • 15.5.2 Market Size and Forecast, by Region
  • 15.6 Retail
    • 15.6.1 Key Market Trends & Opportunity Analysis
    • 15.6.2 Market Size and Forecast, by Region
  • 15.7 Agriculture
    • 15.7.1 Key Market Trends & Opportunity Analysis
    • 15.7.2 Market Size and Forecast, by Region
  • 15.8 Logistics
    • 15.8.1 Key Market Trends & Opportunity Analysis
    • 15.8.2 Market Size and Forecast, by Region
  • 15.9 Others
    • 15.9.1 Key Market Trends & Opportunity Analysis
    • 15.9.2 Market Size and Forecast, by Region

16: AI in IoT 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 Component
    • 16.2.7 North America Market Size and Forecast, by Application
    • 16.2.8 North America Market Size and Forecast, by Device
    • 16.2.9 North America Market Size and Forecast, by Deployment
    • 16.2.10 North America Market Size and Forecast, by End User
    • 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 Component
      • 16.2.9.6 United States Market Size and Forecast, by Application
      • 16.2.9.7 United States Market Size and Forecast, by Device
      • 16.2.9.8 United States Market Size and Forecast, by Deployment
      • 16.2.9.9 United States Market Size and Forecast, by End User
      • 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 Component
      • 16.2.10.6 Canada Market Size and Forecast, by Application
      • 16.2.10.7 Canada Market Size and Forecast, by Device
      • 16.2.10.8 Canada Market Size and Forecast, by Deployment
      • 16.2.10.9 Canada Market Size and Forecast, by End User
      • 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 Component
    • 16.3.7 Europe Market Size and Forecast, by Application
    • 16.3.8 Europe Market Size and Forecast, by Device
    • 16.3.9 Europe Market Size and Forecast, by Deployment
    • 16.3.10 Europe Market Size and Forecast, by End User
    • 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 Component
      • 16.3.9.6 United Kingdom Market Size and Forecast, by Application
      • 16.3.9.7 United Kingdom Market Size and Forecast, by Device
      • 16.3.9.8 United Kingdom Market Size and Forecast, by Deployment
      • 16.3.9.9 United Kingdom Market Size and Forecast, by End User
      • 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 Component
      • 16.3.10.6 Germany Market Size and Forecast, by Application
      • 16.3.10.7 Germany Market Size and Forecast, by Device
      • 16.3.10.8 Germany Market Size and Forecast, by Deployment
      • 16.3.10.9 Germany Market Size and Forecast, by End User
      • 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 Component
      • 16.3.11.6 France Market Size and Forecast, by Application
      • 16.3.11.7 France Market Size and Forecast, by Device
      • 16.3.11.8 France Market Size and Forecast, by Deployment
      • 16.3.11.9 France Market Size and Forecast, by End User
      • 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 Component
      • 16.3.12.6 Spain Market Size and Forecast, by Application
      • 16.3.12.7 Spain Market Size and Forecast, by Device
      • 16.3.12.8 Spain Market Size and Forecast, by Deployment
      • 16.3.12.9 Spain Market Size and Forecast, by End User
      • 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 Component
      • 16.3.13.6 Italy Market Size and Forecast, by Application
      • 16.3.13.7 Italy Market Size and Forecast, by Device
      • 16.3.13.8 Italy Market Size and Forecast, by Deployment
      • 16.3.13.9 Italy Market Size and Forecast, by End User
      • 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 Component
      • 16.3.14.6 Netherlands Market Size and Forecast, by Application
      • 16.3.14.7 Netherlands Market Size and Forecast, by Device
      • 16.3.14.8 Netherlands Market Size and Forecast, by Deployment
      • 16.3.14.9 Netherlands Market Size and Forecast, by End User
      • 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 Component
      • 16.3.15.6 Sweden Market Size and Forecast, by Application
      • 16.3.15.7 Sweden Market Size and Forecast, by Device
      • 16.3.15.8 Sweden Market Size and Forecast, by Deployment
      • 16.3.15.9 Sweden Market Size and Forecast, by End User
      • 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 Component
      • 16.3.16.6 Switzerland Market Size and Forecast, by Application
      • 16.3.16.7 Switzerland Market Size and Forecast, by Device
      • 16.3.16.8 Switzerland Market Size and Forecast, by Deployment
      • 16.3.16.9 Switzerland Market Size and Forecast, by End User
      • 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 Component
      • 16.3.17.6 Denmark Market Size and Forecast, by Application
      • 16.3.17.7 Denmark Market Size and Forecast, by Device
      • 16.3.17.8 Denmark Market Size and Forecast, by Deployment
      • 16.3.17.9 Denmark Market Size and Forecast, by End User
      • 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 Component
      • 16.3.18.6 Finland Market Size and Forecast, by Application
      • 16.3.18.7 Finland Market Size and Forecast, by Device
      • 16.3.18.8 Finland Market Size and Forecast, by Deployment
      • 16.3.18.9 Finland Market Size and Forecast, by End User
      • 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 Component
      • 16.3.19.6 Russia Market Size and Forecast, by Application
      • 16.3.19.7 Russia Market Size and Forecast, by Device
      • 16.3.19.8 Russia Market Size and Forecast, by Deployment
      • 16.3.19.9 Russia Market Size and Forecast, by End User
      • 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 Component
      • 16.3.20.6 Rest of Europe Market Size and Forecast, by Application
      • 16.3.20.7 Rest of Europe Market Size and Forecast, by Device
      • 16.3.20.8 Rest of Europe Market Size and Forecast, by Deployment
      • 16.3.20.9 Rest of Europe Market Size and Forecast, by End User
      • 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 Component
    • 16.4.7 Asia-Pacific Market Size and Forecast, by Application
    • 16.4.8 Asia-Pacific Market Size and Forecast, by Device
    • 16.4.9 Asia-Pacific Market Size and Forecast, by Deployment
    • 16.4.10 Asia-Pacific Market Size and Forecast, by End User
    • 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 Component
      • 16.4.9.6 China Market Size and Forecast, by Application
      • 16.4.9.7 China Market Size and Forecast, by Device
      • 16.4.9.8 China Market Size and Forecast, by Deployment
      • 16.4.9.9 China Market Size and Forecast, by End User
      • 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 Component
      • 16.4.10.6 India Market Size and Forecast, by Application
      • 16.4.10.7 India Market Size and Forecast, by Device
      • 16.4.10.8 India Market Size and Forecast, by Deployment
      • 16.4.10.9 India Market Size and Forecast, by End User
      • 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 Component
      • 16.4.11.6 Japan Market Size and Forecast, by Application
      • 16.4.11.7 Japan Market Size and Forecast, by Device
      • 16.4.11.8 Japan Market Size and Forecast, by Deployment
      • 16.4.11.9 Japan Market Size and Forecast, by End User
      • 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 Component
      • 16.4.12.6 South Korea Market Size and Forecast, by Application
      • 16.4.12.7 South Korea Market Size and Forecast, by Device
      • 16.4.12.8 South Korea Market Size and Forecast, by Deployment
      • 16.4.12.9 South Korea Market Size and Forecast, by End User
      • 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 Component
      • 16.4.13.6 Australia Market Size and Forecast, by Application
      • 16.4.13.7 Australia Market Size and Forecast, by Device
      • 16.4.13.8 Australia Market Size and Forecast, by Deployment
      • 16.4.13.9 Australia Market Size and Forecast, by End User
      • 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 Component
      • 16.4.14.6 Singapore Market Size and Forecast, by Application
      • 16.4.14.7 Singapore Market Size and Forecast, by Device
      • 16.4.14.8 Singapore Market Size and Forecast, by Deployment
      • 16.4.14.9 Singapore Market Size and Forecast, by End User
      • 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 Component
      • 16.4.15.6 Indonesia Market Size and Forecast, by Application
      • 16.4.15.7 Indonesia Market Size and Forecast, by Device
      • 16.4.15.8 Indonesia Market Size and Forecast, by Deployment
      • 16.4.15.9 Indonesia Market Size and Forecast, by End User
      • 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 Component
      • 16.4.16.6 Taiwan Market Size and Forecast, by Application
      • 16.4.16.7 Taiwan Market Size and Forecast, by Device
      • 16.4.16.8 Taiwan Market Size and Forecast, by Deployment
      • 16.4.16.9 Taiwan Market Size and Forecast, by End User
      • 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 Component
      • 16.4.17.6 Malaysia Market Size and Forecast, by Application
      • 16.4.17.7 Malaysia Market Size and Forecast, by Device
      • 16.4.17.8 Malaysia Market Size and Forecast, by Deployment
      • 16.4.17.9 Malaysia Market Size and Forecast, by End User
      • 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 Component
      • 16.4.18.6 Rest of Asia-Pacific Market Size and Forecast, by Application
      • 16.4.18.7 Rest of Asia-Pacific Market Size and Forecast, by Device
      • 16.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by Deployment
      • 16.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by End User
      • 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 Component
    • 16.5.7 Latin America Market Size and Forecast, by Application
    • 16.5.8 Latin America Market Size and Forecast, by Device
    • 16.5.9 Latin America Market Size and Forecast, by Deployment
    • 16.5.10 Latin America Market Size and Forecast, by End User
    • 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 Component
      • 16.5.9.6 Brazil Market Size and Forecast, by Application
      • 16.5.9.7 Brazil Market Size and Forecast, by Device
      • 16.5.9.8 Brazil Market Size and Forecast, by Deployment
      • 16.5.9.9 Brazil Market Size and Forecast, by End User
      • 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 Component
      • 16.5.10.6 Mexico Market Size and Forecast, by Application
      • 16.5.10.7 Mexico Market Size and Forecast, by Device
      • 16.5.10.8 Mexico Market Size and Forecast, by Deployment
      • 16.5.10.9 Mexico Market Size and Forecast, by End User
      • 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 Component
      • 16.5.11.6 Argentina Market Size and Forecast, by Application
      • 16.5.11.7 Argentina Market Size and Forecast, by Device
      • 16.5.11.8 Argentina Market Size and Forecast, by Deployment
      • 16.5.11.9 Argentina Market Size and Forecast, by End User
      • 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 Component
      • 16.5.12.6 Rest of Latin America Market Size and Forecast, by Application
      • 16.5.12.7 Rest of Latin America Market Size and Forecast, by Device
      • 16.5.12.8 Rest of Latin America Market Size and Forecast, by Deployment
      • 16.5.12.9 Rest of Latin America Market Size and Forecast, by End User
      • 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 Component
    • 16.6.7 Middle East and Africa Market Size and Forecast, by Application
    • 16.6.8 Middle East and Africa Market Size and Forecast, by Device
    • 16.6.9 Middle East and Africa Market Size and Forecast, by Deployment
    • 16.6.10 Middle East and Africa Market Size and Forecast, by End User
    • 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 Component
      • 16.6.9.6 Saudi Arabia Market Size and Forecast, by Application
      • 16.6.9.7 Saudi Arabia Market Size and Forecast, by Device
      • 16.6.9.8 Saudi Arabia Market Size and Forecast, by Deployment
      • 16.6.9.9 Saudi Arabia Market Size and Forecast, by End User
      • 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 Component
      • 16.6.10.6 UAE Market Size and Forecast, by Application
      • 16.6.10.7 UAE Market Size and Forecast, by Device
      • 16.6.10.8 UAE Market Size and Forecast, by Deployment
      • 16.6.10.9 UAE Market Size and Forecast, by End User
      • 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 Component
      • 16.6.11.6 South Africa Market Size and Forecast, by Application
      • 16.6.11.7 South Africa Market Size and Forecast, by Device
      • 16.6.11.8 South Africa Market Size and Forecast, by Deployment
      • 16.6.11.9 South Africa Market Size and Forecast, by End User
      • 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 Component
      • 16.6.12.6 Rest of MEA Market Size and Forecast, by Application
      • 16.6.12.7 Rest of MEA Market Size and Forecast, by Device
      • 16.6.12.8 Rest of MEA Market Size and Forecast, by Deployment
      • 16.6.12.9 Rest of MEA Market Size and Forecast, by End User
      • 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 Uptake Technologies
    • 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 FogHorn Systems
    • 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 Arundo Analytics
    • 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 Maana
    • 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 SparkCognition
    • 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 Altizon Systems
    • 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 Thingstel
    • 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 Aeris Communications
    • 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 Temboo
    • 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 Augury
    • 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 Drayson Technologies
    • 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 Relayr
    • 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 Zebra Medical Vision
    • 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 Imagimob
    • 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 IoTium
    • 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 KaaIoT Technologies
    • 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 Flutura Decision Sciences and Analytics
    • 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 Seebo Interactive
    • 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 Samsara Networks
    • 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