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エンタープライズ人工知能(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、展開、エンドユーザー、機能

Enterprise Artificial Intelligence (AI) Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Component, Application, Deployment, End User, Functionality


出版日
ページ情報
英文 338 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=147.09円
エンタープライズ人工知能(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、展開、エンドユーザー、機能
出版日: 2025年07月01日
発行: Global Insight Services
ページ情報: 英文 338 Pages
納期: 3~5営業日
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  • 概要
  • 目次
概要

エンタープライズ人工知能(AI)市場は、2024年の245億米ドルから2034年までには2,609億米ドルに拡大し、約26.7%のCAGRで成長すると予測されます。エンタープライズ人工知能(AI)市場には、意思決定、自動化、顧客エンゲージメントを強化する、企業向けに調整されたAI主導のソリューションが含まれます。これには、機械学習、自然言語処理、ロボット工学が含まれます。AIの導入が加速する中、企業は拡張性があり、安全で効率的なAIツールを求めています。同市場は、業務効率の改善、データ分析、AI技術の革新に対する需要が牽引しており、大きな成長機会をもたらしています。

業界の概要

AIコンポーネントに対する世界の関税と地政学的緊張が、エンタープライズAI市場のサプライチェーンに大きな影響を与えています。日本と韓国では、米国のAI技術への依存が、関税に起因するコスト圧力を緩和するために、現地での半導体研究開発への戦略的な方向転換を促しています。中国は、輸出規制を回避して国産AIチップとインフラを開発する努力を加速しており、自立への焦点を強めています。台湾は、半導体の実力により、極めて重要なプレーヤーとして位置づけられていますが、米国と中国の地政学的摩擦の影響を受けやすいです。ハイパースケールデータセンターを含む世界の親会社市場は、設備投資とサプライチェーンの脆弱性の高まりはあるものの、拡大しています。2035年までには、市場の進化は弾力性のあるサプライチェーンと戦略的提携にかかっています。中東紛争は、エネルギー価格に影響を与えることで、世界の供給ダイナミクスとプロジェクトコストをさらに複雑にする可能性があります。

市場セグメンテーション
タイプ 機械学習、自然言語処理、コンピュータビジョン、ロボット工学、エキスパートシステム、音声認識
製品 AIソフトウェア、AIハードウェア、AIプラットフォーム
サービス コンサルティング、システム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 ディープラーニング、ニューラルネットワーク、コグニティブコンピューティング、予測分析
コンポーネント ソリューション、サービス
用途 カスタマーサービス、セールス・マーケティング、不正検知、リスク管理、サプライチェーン管理、人事、製造、ヘルスケア、金融
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 BFSI、小売、ヘルスケア、製造、通信、自動車、政府、メディア・エンターテインメント、教育
機能 自動化、データ分析、バーチャルアシスタント

市場概要:

エンタープライズ人工知能(AI)市場は、ソリューション、サービス、展開モード、エンドユーザー産業に区分されます。AIプラットフォームとソフトウェアツールを含むソリューションセグメントは、企業全体のAI主導の変革を可能にする極めて重要な役割を担っているため、主要セグメントとなっています。このセグメントの優位性は、意思決定プロセスや業務効率の向上に不可欠な、AIを活用した分析、自然言語処理、コンピュータビジョン技術に対する需要の高まりに起因しています。コンサルティングやシステムインテグレーションを含むサービスセグメントは、AIソリューションの実装における専門知識の必要性によって、僅差で続いています。カスタマーサービスや予知保全におけるAIなど、新たなサブセグメントが脚光を浴びています。これらのサブセグメントは、パーソナライズされた顧客体験を提供し、オペレーションのダウンタイムを削減することで、市場に大きな影響を与える態勢を整えています。さらに、AIを活用したサイバーセキュリティソリューションの台頭は、データプライバシーとセキュリティに対する懸念の高まりに対応し、市場の成長をさらに促進しています。

競合の概要:

クラウドベースのAIソリューションがエンタープライズAI市場を独占し、オンプレミスモデルとハイブリッドモデルが僅差で後塵を拝しています。このヒエラルキーは、クラウド技術が本来提供するスケーラブルで適応性の高いAI主導型ソリューションに対する需要が急増していることに起因しています。北米はその強固な技術インフラと早期導入により主導的地位を維持しているが、アジア太平洋は、業界全体の急速なデジタルトランスフォーメーションに拍車をかけ、投資の急増を目の当たりにしています。Google、Microsoft、Amazon Web Servicesをはじめとする業界の主要企業は、最先端のイノベーションを通じて継続的にサービスを強化しています。競合情勢は、ニッチなソリューションを最前線に送り出す新興企業だけでなく、こうした大手企業の戦略的な動きにも大きく影響されています。北米や欧州などの地域の規制枠組みは極めて重要であり、倫理的なAI導入とデータプライバシーの基準を設定することで、市場力学に影響を与えています。今後、市場は、特にヘルスケアや金融などの分野におけるAI統合の進展に後押しされ、大きく成長する軌道にあります。しかし、業界はデータセキュリティ、倫理的懸念、高額な導入コストなどの課題を克服する必要があります。とはいえ、特に機械学習と自然言語処理における絶え間ない技術進歩のペースは、持続的拡大のための有利な機会を提示しています。

主要動向と促進要因:

エンタープライズ人工知能(AI)市場は、いくつかの極めて重要な動向と促進要因に後押しされ、堅調な拡大を経験しています。第一に、AIとクラウドコンピューティングの統合により、企業がデータを活用する方法が変革され、スケーラブルで柔軟なAIソリューションが可能になりつつあります。この動向により、企業はインフラコストを削減し、アクセス性を向上させたAIモデルを展開できるようになります。さらに、AIの倫理性と透明性が重視されるようになったことで、企業は責任あるAI慣行を採用するようになり、規制基準の遵守と消費者の信頼の構築が確実になりつつあります。さらに、さまざまな業界におけるAIによる自動化の普及は、業務効率を高め、人的ミスを減らしています。この変化は、製造、金融、ヘルスケアなどの分野で特に顕著であり、AIによってプロセスが合理化され、意思決定が改善されています。また、民間と公的セクターの双方によるAI研究開発への投資が増加し、イノベーションが促進され、技術進歩が加速していることも大きな推進力となっています。さらに、AIを活用したアナリティクスの台頭により、企業は膨大なデータセットから実用的な考察を導き出せるようになり、データ主導の戦略と競合優位性が促進されています。デジタルトランスフォーメーションへの取り組みや技術的近代化の必要性からAIの導入が勢いを増す新興市場には、ビジネスチャンスが豊富に存在します。オーダーメイドのAIソリューションを提供し、相互運用性を優先する企業は、市場シェアを獲得するのに有利な立場にあります。また、顧客体験とパーソナライゼーションを強化するAI技術の開発に注力していることも、有利な見通しを生み出しています。AIが進化を続ける中、エンタープライズAI市場は、技術の進歩と戦略的なビジネス上の要請の融合によって、持続的な成長を遂げる態勢が整っています。

抑制要因と課題:

エンタープライズ人工知能市場は、顕著な抑制要因と課題に直面しています。主な課題は、AIシステムを開発・管理できる熟練した専門家の不足であり、これが導入の妨げとなっています。さらに、企業は機密情報を保護するために複雑な規制を乗り越えなければならないため、データプライバシーに関する懸念が大きなハードルとなっています。AIのインフラや技術にかかる初期投資コストが高いため、中小企業はAIソリューションの導入を躊躇しています。さらに、AIと既存システムとの統合は複雑で時間がかかり、多大なリソースと専門知識が必要となります。最後に、AIの意思決定やアルゴリズムの潜在的な偏りに関する倫理的な懸念は、慎重な監督とガバナンスを必要とする継続的な課題を提示しています。これらの要因は総体的に、企業内でのAI技術の急速な拡大とシームレスな統合を妨げています。

目次

第1章 エンタープライズ人工知能(AI)市場の概要

  • 調査目的
  • エンタープライズ人工知能(AI)市場の定義と調査範囲
  • レポートの制限事項
  • 調査対象年数と通貨
  • 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 エンタープライズ人工知能(AI)市場の展望

  • エンタープライズ人工知能(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 エンタープライズ人工知能(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 エンタープライズ人工知能(AI)の市場規模

  • エンタープライズ人工知能(AI)の市場規模:金額別
  • エンタープライズ人工知能(AI)の市場規模:数量別

第7章 エンタープライズ人工知能(AI)市場:タイプ別

  • 市場概要
  • 機械学習
  • 自然言語処理
  • コンピュータビジョン
  • ロボット工学
  • 専門家システム
  • 音声認識
  • その他

第8章 エンタープライズ人工知能(AI)市場:製品別

  • 市場概要
  • AIソフトウェア
  • AIハードウェア
  • AIプラットフォーム
  • その他

第9章 エンタープライズ人工知能(AI)市場:サービス別

  • 市場概要
  • コンサルティング
  • システム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 エンタープライズ人工知能(AI)市場:技術別

  • 市場概要
  • ディープラーニング
  • ニューラルネットワーク
  • コグニティブ・コンピューティング
  • 予測分析
  • その他

第11章 エンタープライズ人工知能(AI)市場:コンポーネント別

  • 市場概要
  • ソリューション
  • サービス
  • その他

第12章 エンタープライズ人工知能(AI)市場:用途別

  • 市場概要
  • カスタマーサービス
  • 営業・マーケティング
  • 不正検知
  • リスク管理
  • サプライチェーン・マネジメント
  • 人的資源
  • 製造
  • ヘルスケア
  • 金融
  • その他

第13章 エンタープライズ人工知能(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14章 エンタープライズ人工知能(AI)市場:エンドユーザー別

  • 市場概要
  • BFSI
  • 小売
  • ヘルスケア
  • 製造業
  • 通信
  • 自動車
  • 政府機関
  • メディア・エンターテイメント
  • 教育
  • その他

第15章 エンタープライズ人工知能(AI)市場:機能別

  • 市場概要
  • オートメーション
  • データ分析
  • バーチャルアシスタント
  • その他

第16章 エンタープライズ人工知能(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

  • OpenAI
  • DataRobot
  • C3.ai
  • H2O.ai
  • UiPath
  • CognitiveScale
  • Ayasdi
  • SAS Institute
  • Sift Science
  • Darktrace
  • Automation Anywhere
  • Blue Prism
  • Veritone
  • Numenta
  • SparkCognition
  • Clarifai
  • Anodot
  • Vicarious
  • Appen
  • KAI
目次
Product Code: GIS25096

Enterprise Artificial Intelligence (AI) Market is anticipated to expand from $24.5 billion in 2024 to $260.9 billion by 2034, growing at a CAGR of approximately 26.7%. Enterprise Artificial Intelligence (AI) Market encompasses AI-driven solutions tailored for businesses, enhancing decision-making, automation, and customer engagement. It includes machine learning, natural language processing, and robotics. As AI adoption accelerates, enterprises seek scalable, secure, and efficient AI tools. The market is driven by demand for improved operational efficiency, data analytics, and innovation in AI technologies, thus presenting significant growth opportunities.

Industry Overview:

Global tariffs on AI components and geopolitical tensions are significantly impacting the Enterprise AI market's supply chains. In Japan and South Korea, dependency on US AI technology is prompting strategic pivots towards local semiconductor R&D to mitigate tariff-induced cost pressures. China's focus on self-reliance is intensifying, with accelerated efforts to develop domestic AI chips and infrastructure, circumventing export restrictions. Taiwan's semiconductor prowess positions it as a pivotal player, yet it remains vulnerable to US-China geopolitical frictions. The global parent market, encompassing hyperscale data centers, is expanding, albeit with heightened CapEx and supply chain vulnerabilities. By 2035, market evolution will hinge on resilient supply chains and strategic alliances. Middle East conflicts, by influencing energy prices, could further complicate global supply dynamics and project costs.

Market Segmentation
TypeMachine Learning, Natural Language Processing, Computer Vision, Robotics, Expert Systems, Speech Recognition
ProductAI Software, AI Hardware, AI Platforms
ServicesConsulting, System Integration, Support and Maintenance, Managed Services
TechnologyDeep Learning, Neural Networks, Cognitive Computing, Predictive Analytics
ComponentSolutions, Services
ApplicationCustomer Service, Sales and Marketing, Fraud Detection, Risk Management, Supply Chain Management, Human Resources, Manufacturing, Healthcare, Finance
DeploymentCloud, On-premises, Hybrid
End UserBFSI, Retail, Healthcare, Manufacturing, Telecommunications, Automotive, Government, Media and Entertainment, Education
FunctionalityAutomation, Data Analytics, Virtual Assistants

Market Overview:

The Enterprise Artificial Intelligence (AI) Market is segmented into solutions, services, deployment modes, and end-user industries. The solutions segment, encompassing AI platforms and software tools, is the leading segment due to its pivotal role in enabling AI-driven transformations across enterprises. This segment's dominance is attributed to the escalating demand for AI-powered analytics, natural language processing, and computer vision technologies, which are integral to enhancing decision-making processes and operational efficiencies. The services segment, including consulting and system integration, follows closely, driven by the need for expertise in implementing AI solutions. Emerging sub-segments such as AI in customer service and predictive maintenance are gaining prominence. These sub-segments are poised to significantly impact the market by offering personalized customer experiences and reducing operational downtimes. Additionally, the rise of AI-driven cybersecurity solutions is addressing the growing concerns over data privacy and security, further propelling market growth.

Geographical Overview:

The enterprise AI market is witnessing varied growth patterns across regions, each with unique characteristics. North America leads the market, driven by substantial investments in AI technologies and a robust digital infrastructure. The presence of major tech giants accelerates innovation and adoption of AI solutions. Europe maintains a strong position, benefiting from significant investments in AI research and development. The region's focus on ethical AI and data privacy strengthens its market position. Government initiatives support the integration of AI across industries, fostering a thriving ecosystem. In the Asia Pacific, rapid technological advancements and government support drive the enterprise AI market. Countries like China and India are at the forefront, investing heavily in AI to enhance economic growth. The region's growing digital economy necessitates advanced AI solutions. Latin America is an emerging market, with increasing investments in AI infrastructure. Businesses are recognizing AI's potential to improve efficiency and competitiveness. Government support and strategic partnerships further bolster market growth. The Middle East and Africa are also recognizing AI's transformative potential. Investments in AI-ready infrastructure are on the rise, aiming to drive economic diversification and innovation. The region's focus on smart city initiatives and digital transformation offers significant opportunities for AI adoption.

Competition Overview:

Cloud-based AI solutions dominate the enterprise AI market, with on-premise and hybrid models trailing closely behind. This hierarchy is attributed to the burgeoning demand for scalable and adaptable AI-driven solutions that cloud technologies inherently provide. While North America maintains a leadership position due to its robust technological infrastructure and early adoption, the Asia-Pacific region is witnessing a surge in investments, spurred by rapid digital transformation across industries. Key industry players, including Google, Microsoft, and Amazon Web Services, are continually enhancing their offerings through cutting-edge innovations. The competitive landscape is heavily influenced by the strategic maneuvers of these major corporations, as well as emerging startups that bring niche solutions to the forefront. Regulatory frameworks in regions such as North America and Europe are pivotal, setting the standards for ethical AI deployment and data privacy, thereby affecting market dynamics. Looking ahead, the market is on a trajectory of significant growth, fueled by advances in AI integration, particularly in sectors such as healthcare and finance. However, the industry must navigate challenges like data security, ethical concerns, and high implementation costs. Nevertheless, the relentless pace of technological advancement, particularly in machine learning and natural language processing, presents lucrative opportunities for sustained expansion.

Recent Developments:

Over the past three months, the Enterprise Artificial Intelligence (AI) market has witnessed several pivotal developments. Firstly, IBM has formed a strategic partnership with SAP to integrate AI-driven analytics into enterprise solutions, enhancing operational efficiency for businesses globally. Secondly, Google Cloud has launched a new suite of AI tools tailored for enterprises, focusing on improving data management and predictive analytics capabilities. Thirdly, Salesforce announced the acquisition of an AI startup specializing in natural language processing to bolster its CRM offerings with advanced AI functionalities. Fourthly, Amazon Web Services (AWS) has expanded its AI services portfolio by introducing new machine learning models designed to optimize supply chain management for enterprises. Lastly, Oracle has unveiled a significant update to its AI platform, incorporating cutting-edge algorithms to enhance decision-making processes within enterprise applications. These developments underscore the rapid evolution of the Enterprise AI market, as leading tech companies continue to innovate and expand their AI capabilities to meet the growing demands of businesses worldwide.

Key Companies:

Open AI, Data Robot, C3.ai, H2 O.ai, Ui Path, Cognitive Scale, Ayasdi, SAS Institute, Sift Science, Darktrace, Automation Anywhere, Blue Prism, Veritone, Numenta, Spark Cognition, Clarifai, Anodot, Vicarious, Appen, KAI

Key Trends and Drivers:

The Enterprise Artificial Intelligence (AI) market is experiencing robust expansion, driven by several pivotal trends and drivers. Firstly, the integration of AI with cloud computing is transforming how businesses leverage data, enabling scalable and flexible AI solutions. This trend is empowering enterprises to deploy AI models with reduced infrastructure costs and enhanced accessibility. Furthermore, the growing emphasis on AI ethics and transparency is prompting companies to adopt responsible AI practices, ensuring compliance with regulatory standards and building consumer trust. Moreover, the proliferation of AI-driven automation across various industries is enhancing operational efficiency and reducing human error. This shift is particularly evident in sectors such as manufacturing, finance, and healthcare, where AI is streamlining processes and improving decision-making. Another significant driver is the increasing investment in AI research and development by both private and public sectors, fostering innovation and accelerating technological advancements. Additionally, the rise of AI-powered analytics is enabling businesses to derive actionable insights from vast datasets, facilitating data-driven strategies and competitive advantage. Opportunities are abundant in emerging markets, where AI adoption is gaining momentum due to digital transformation initiatives and the need for technological modernization. Companies that offer tailored AI solutions and prioritize interoperability are well-positioned to capture market share. The focus on developing AI technologies that enhance customer experience and personalization is also creating lucrative prospects. As AI continues to evolve, the enterprise AI market is poised for sustained growth, driven by the convergence of technological advancements and strategic business imperatives.

Restraints and Challenges:

The enterprise artificial intelligence market is confronted with notable restraints and challenges. A primary challenge is the scarcity of skilled professionals capable of developing and managing AI systems, which hampers implementation. Additionally, data privacy concerns pose significant hurdles, as enterprises must navigate complex regulations to protect sensitive information. High initial investment costs for AI infrastructure and technology deter smaller enterprises from adopting AI solutions. Furthermore, the integration of AI with existing systems can be complex and time-consuming, requiring substantial resources and expertise. Lastly, ethical concerns regarding AI decision-making and potential biases in algorithms present ongoing challenges, necessitating careful oversight and governance. These factors collectively impede the rapid expansion and seamless integration of AI technologies within enterprises.

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: Enterprise Artificial Intelligence (AI) Market Overview

  • 1.1 Objectives of the Study
  • 1.2 Enterprise Artificial Intelligence (AI) 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 Deployment
  • 2.10 Key Highlights of the Market, by End User
  • 2.11 Key Highlights of the Market, by Functionality
  • 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 Deployment
  • 3.9 Market Attractiveness Analysis, by End User
  • 3.10 Market Attractiveness Analysis, by Functionality
  • 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: Enterprise Artificial Intelligence (AI) Market Outlook

  • 4.1 Enterprise Artificial Intelligence (AI) 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: Enterprise Artificial Intelligence (AI) 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: Enterprise Artificial Intelligence (AI) Market Size

  • 6.1 Enterprise Artificial Intelligence (AI) Market Size, by Value
  • 6.2 Enterprise Artificial Intelligence (AI) Market Size, by Volume

7: Enterprise Artificial Intelligence (AI) Market, by Type

  • 7.1 Market Overview
  • 7.2 Machine Learning
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Natural Language Processing
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Computer Vision
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Robotics
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region
  • 7.6 Expert Systems
    • 7.6.1 Key Market Trends & Opportunity Analysis
    • 7.6.2 Market Size and Forecast, by Region
  • 7.7 Speech Recognition
    • 7.7.1 Key Market Trends & Opportunity Analysis
    • 7.7.2 Market Size and Forecast, by Region
  • 7.8 Others
    • 7.8.1 Key Market Trends & Opportunity Analysis
    • 7.8.2 Market Size and Forecast, by Region

8: Enterprise Artificial Intelligence (AI) Market, by Product

  • 8.1 Market Overview
  • 8.2 AI Software
    • 8.2.1 Key Market Trends & Opportunity Analysis
    • 8.2.2 Market Size and Forecast, by Region
  • 8.3 AI Hardware
    • 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 Others
    • 8.5.1 Key Market Trends & Opportunity Analysis
    • 8.5.2 Market Size and Forecast, by Region

9: Enterprise Artificial Intelligence (AI) 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 System 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: Enterprise Artificial Intelligence (AI) Market, by Technology

  • 10.1 Market Overview
  • 10.2 Deep Learning
    • 10.2.1 Key Market Trends & Opportunity Analysis
    • 10.2.2 Market Size and Forecast, by Region
  • 10.3 Neural Networks
    • 10.3.1 Key Market Trends & Opportunity Analysis
    • 10.3.2 Market Size and Forecast, by Region
  • 10.4 Cognitive Computing
    • 10.4.1 Key Market Trends & Opportunity Analysis
    • 10.4.2 Market Size and Forecast, by Region
  • 10.5 Predictive Analytics
    • 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: Enterprise Artificial Intelligence (AI) Market, by Component

  • 11.1 Market Overview
  • 11.2 Solutions
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Services
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Others
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region

12: Enterprise Artificial Intelligence (AI) Market, by Application

  • 12.1 Market Overview
  • 12.2 Customer Service
    • 12.2.1 Key Market Trends & Opportunity Analysis
    • 12.2.2 Market Size and Forecast, by Region
  • 12.3 Sales and Marketing
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Fraud Detection
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Risk Management
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Supply Chain Management
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region
  • 12.7 Human Resources
    • 12.7.1 Key Market Trends & Opportunity Analysis
    • 12.7.2 Market Size and Forecast, by Region
  • 12.8 Manufacturing
    • 12.8.1 Key Market Trends & Opportunity Analysis
    • 12.8.2 Market Size and Forecast, by Region
  • 12.9 Healthcare
    • 12.9.1 Key Market Trends & Opportunity Analysis
    • 12.9.2 Market Size and Forecast, by Region
  • 12.10 Finance
    • 12.10.1 Key Market Trends & Opportunity Analysis
    • 12.10.2 Market Size and Forecast, by Region
  • 12.11 Others
    • 12.11.1 Key Market Trends & Opportunity Analysis
    • 12.11.2 Market Size and Forecast, by Region

13: Enterprise Artificial Intelligence (AI) 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: Enterprise Artificial Intelligence (AI) Market, by End User

  • 14.1 Market Overview
  • 14.2 BFSI
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 Retail
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Healthcare
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Manufacturing
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region
  • 14.6 Telecommunications
    • 14.6.1 Key Market Trends & Opportunity Analysis
    • 14.6.2 Market Size and Forecast, by Region
  • 14.7 Automotive
    • 14.7.1 Key Market Trends & Opportunity Analysis
    • 14.7.2 Market Size and Forecast, by Region
  • 14.8 Government
    • 14.8.1 Key Market Trends & Opportunity Analysis
    • 14.8.2 Market Size and Forecast, by Region
  • 14.9 Media and Entertainment
    • 14.9.1 Key Market Trends & Opportunity Analysis
    • 14.9.2 Market Size and Forecast, by Region
  • 14.10 Education
    • 14.10.1 Key Market Trends & Opportunity Analysis
    • 14.10.2 Market Size and Forecast, by Region
  • 14.11 Others
    • 14.11.1 Key Market Trends & Opportunity Analysis
    • 14.11.2 Market Size and Forecast, by Region

15: Enterprise Artificial Intelligence (AI) Market, by Functionality

  • 15.1 Market Overview
  • 15.2 Automation
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 Data Analytics
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Virtual Assistants
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region
  • 15.5 Others
    • 15.5.1 Key Market Trends & Opportunity Analysis
    • 15.5.2 Market Size and Forecast, by Region

16: Enterprise Artificial Intelligence (AI) 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 Deployment
    • 16.2.9 North America Market Size and Forecast, by End User
    • 16.2.10 North America Market Size and Forecast, by Functionality
    • 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 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 Functionality
      • 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 Deployment
      • 16.2.10.8 Canada Market Size and Forecast, by End User
      • 16.2.10.9 Canada Market Size and Forecast, by Functionality
      • 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 Deployment
    • 16.3.9 Europe Market Size and Forecast, by End User
    • 16.3.10 Europe Market Size and Forecast, by Functionality
    • 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 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 Functionality
      • 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 Deployment
      • 16.3.10.8 Germany Market Size and Forecast, by End User
      • 16.3.10.9 Germany Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.3.11.8 France Market Size and Forecast, by End User
      • 16.3.11.9 France Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.3.12.8 Spain Market Size and Forecast, by End User
      • 16.3.12.9 Spain Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.3.13.8 Italy Market Size and Forecast, by End User
      • 16.3.13.9 Italy Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.3.14.8 Netherlands Market Size and Forecast, by End User
      • 16.3.14.9 Netherlands Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.3.15.8 Sweden Market Size and Forecast, by End User
      • 16.3.15.9 Sweden Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.3.16.8 Switzerland Market Size and Forecast, by End User
      • 16.3.16.9 Switzerland Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.3.17.8 Denmark Market Size and Forecast, by End User
      • 16.3.17.9 Denmark Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.3.18.8 Finland Market Size and Forecast, by End User
      • 16.3.18.9 Finland Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.3.19.8 Russia Market Size and Forecast, by End User
      • 16.3.19.9 Russia Market Size and Forecast, by Functionality
      • 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 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 Functionality
      • 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 Deployment
    • 16.4.9 Asia-Pacific Market Size and Forecast, by End User
    • 16.4.10 Asia-Pacific Market Size and Forecast, by Functionality
    • 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 Deployment
      • 16.4.9.8 China Market Size and Forecast, by End User
      • 16.4.9.9 China Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.4.10.8 India Market Size and Forecast, by End User
      • 16.4.10.9 India Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.4.11.8 Japan Market Size and Forecast, by End User
      • 16.4.11.9 Japan Market Size and Forecast, by Functionality
      • 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 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 Functionality
      • 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 Deployment
      • 16.4.13.8 Australia Market Size and Forecast, by End User
      • 16.4.13.9 Australia Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.4.14.8 Singapore Market Size and Forecast, by End User
      • 16.4.14.9 Singapore Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.4.15.8 Indonesia Market Size and Forecast, by End User
      • 16.4.15.9 Indonesia Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.4.16.8 Taiwan Market Size and Forecast, by End User
      • 16.4.16.9 Taiwan Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.4.17.8 Malaysia Market Size and Forecast, by End User
      • 16.4.17.9 Malaysia Market Size and Forecast, by Functionality
      • 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 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 Functionality
      • 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 Deployment
    • 16.5.9 Latin America Market Size and Forecast, by End User
    • 16.5.10 Latin America Market Size and Forecast, by Functionality
    • 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 Deployment
      • 16.5.9.8 Brazil Market Size and Forecast, by End User
      • 16.5.9.9 Brazil Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.5.10.8 Mexico Market Size and Forecast, by End User
      • 16.5.10.9 Mexico Market Size and Forecast, by Functionality
      • 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 Deployment
      • 16.5.11.8 Argentina Market Size and Forecast, by End User
      • 16.5.11.9 Argentina Market Size and Forecast, by Functionality
      • 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 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 Functionality
      • 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 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 Functionality
    • 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 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 Functionality
      • 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 Deployment
      • 16.6.10.8 UAE Market Size and Forecast, by End User
      • 16.6.10.9 UAE Market Size and Forecast, by Functionality
      • 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 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 Functionality
      • 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 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 Functionality
      • 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 OpenAI
    • 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 DataRobot
    • 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 C3.ai
    • 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 H2O.ai
    • 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 UiPath
    • 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 CognitiveScale
    • 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 Ayasdi
    • 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 SAS Institute
    • 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 Sift Science
    • 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 Darktrace
    • 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 Automation Anywhere
    • 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 Blue Prism
    • 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 Veritone
    • 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 Numenta
    • 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 SparkCognition
    • 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 Clarifai
    • 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 Anodot
    • 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 Vicarious
    • 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 Appen
    • 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 KAI
    • 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