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コグニティブ・サービスの世界市場

Cognitive Services


出版日
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英文 194 Pages
納期
即日から翌営業日
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本日の銀行送金レート: 1USD=147.66円
コグニティブ・サービスの世界市場
出版日: 2024年10月04日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 194 Pages
納期: 即日から翌営業日
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概要

コグニティブ・サービスの世界市場は2030年までに938億米ドルに達する見込み

2023年に100億米ドルと推定されるコグニティブ・サービスの世界市場は、分析期間2023-2030年に37.7%のCAGRで成長し、2030年には938億米ドルに達すると予測されます。本レポートで分析しているセグメントの1つである大企業向けコグニティブ・サービスは、CAGR 41.2%を記録し、分析期間終了時には711億米ドルに達すると予測されています。中小企業向けコグニティブ・サービスセグメントの成長率は、分析期間でCAGR 29.8%と推定されます。

米国市場は27億米ドル、中国はCAGR 35.5%で成長予測

米国のコグニティブ・サービス市場は2023年に27億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに134億米ドルの市場規模に達すると予測され、分析期間2023-2030年のCAGRは35.5%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ34.4%と31.7%と予測されています。欧州では、ドイツがCAGR 25.3%で成長すると予測されています。

世界のコグニティブ・サービス市場- 主要動向と促進要因まとめ

コグニティブ・サービスとは何か、どのようにビジネスインテリジェンスを変革するのか?

コグニティブ・サービスとは、知覚、言語理解、意思決定、学習といった人間の認知機能を機械がシミュレートできるようにする人工知能(AI)および機械学習(ML)技術の幅広いカテゴリーを指します。これらのサービスはAPIやクラウドプラットフォームを通じて提供され、音声認識、自然言語処理、画像解析、予測分析などのAI主導の機能をアプリケーションに統合するためのツールを開発者に提供します。コグニティブ・サービスは、複雑なプロセスを自動化し、企業が大量のデータを分析し、顧客と対話し、ワークフローを最適化することを容易にするように設計されています。コグニティブ・サービスの特長は、今日生成される情報の大部分を占める非構造化データを処理し、実用的なインサイトに変換する能力にあります。自然言語による問い合わせを理解するカスタマーサービス用チャットボットから、市場動向を分析しビジネス戦略を提案するAI駆動型システムまで、コグニティブ・サービスは組織がデータから価値を引き出し、意思決定を改善する方法に革命を起こしています。

コグニティブ・サービスは、業界を超えたビジネスプロセスをどのように強化していますか?

コグニティブ・サービスは、幅広いビジネスプロセスや業界において、大幅な改善を推進しています。カスタマーサービスでは、AIを搭載したチャットボットとバーチャルアシスタントが、自然言語処理(NLP)と音声認識を使って顧客からの問い合わせを理解し、即座に回答を提供し、必要に応じて複雑な問題を人間のエージェントにエスカレーションします。このレベルの自動化は、迅速なサービスを提供することで顧客満足度を高めるだけでなく、定型的な問い合わせを効率的に処理することで運用コストを削減します。ヘルスケアでは、患者データ、医療画像、研究論文を分析して治療法を提案することで、医療診断の支援にKEYWORDが利用されています。同様に、金融サービスでは、コグニティブシステムが取引パターンをリアルタイムで分析し、通常の行動から逸脱した不審な行動にフラグを立てることで、組織が不正を検出するのに役立っています。製造業やサプライチェーン・マネジメントでは、コグニティブ・サービスの重要な要素である予測分析によって、生産スケジュールの最適化、予知保全によるダウンタイムの削減、在庫レベルのより良い管理が可能になります。また、小売分野では、AIを活用してショッピング行動を分析し、個人の嗜好に合わせた推奨商品を提供することで、顧客体験をパーソナライズするためにコグニティブ・サービスを活用しています。さらに、マーケティング分野では、コグニティブ・サービスがソーシャルメディアデータや顧客フィードバックの処理に活用され、消費者感情をリアルタイムで把握し、よりターゲットを絞ったデータドリブンなマーケティング戦略を可能にしています。

コグニティブ・サービスを支える技術と能力とは?

コグニティブ・サービスは、自然言語処理(NLP)、コンピュータビジョン、音声認識、予測分析など、いくつかの主要なテクノロジーによって支えられています。NLPは機械が人間の言葉を理解し処理することを可能にし、チャットボット、感情分析、文書理解などのアプリケーションに不可欠です。クエリや発言の背後にある文脈や意図を分析することで、NLPはコグニティブ・サービスがより正確で適切なレスポンスを提供することを可能にします。コンピュータ・ビジョンも重要な技術で、コグニティブ・システムが画像や動画などの視覚データを解釈できるようにします。この機能は、顔認識、画像タグ付け、自律走行ナビゲーションなど、視覚入力を理解することが不可欠なアプリケーションで広く使用されています。音声認識技術は、機械が話し言葉をテキストに変換することを可能にし、自然な対話を通じてユーザーと対話できる音声制御システムやバーチャルアシスタントを実現します。これは、ハンズフリーでの対話が望まれるカスタマーサービス、ヘルスケア、スマートデバイスで特に有用です。機械学習による予測分析は、多くのコグニティブ・サービスの中核をなしています。過去のデータを分析し、パターンを特定することで、予測分析は将来の動向、顧客行動、ビジネス成果を予測することができます。この能力は、正確な予測が大きな競争優位につながる金融、小売、製造などの業界における意思決定にとって非常に貴重です。

コグニティブ・サービス市場の成長の原動力は?

コグニティブ・サービス市場の成長は、AIを活用した自動化への需要の高まり、デジタルトランスフォーメーションへの取り組みの台頭、ビッグデータの利用可能性の拡大など、いくつかの要因によってもたらされます。最も大きな促進要因の1つは、急速に増加するデータ量に直面する企業が複雑なプロセスを自動化し、効率を向上させる必要性です。コグニティブ・サービスは、テキスト、画像、動画など、従来のシステムでは処理しきれなかった膨大な量の非構造化データを処理・分析する能力を提供します。コグニティブ・サービスは、顧客対応、データ分析、意思決定などのタスクを自動化することで、オペレーションコストを削減しながら、より効率的なビジネスを可能にします。もう一つの大きな要因は、業界全体でデジタルトランスフォーメーションが進んでいることです。企業がクラウド技術、IoTデバイス、モバイルプラットフォームを採用するにつれ、データ駆動型の意思決定を強化できるインテリジェントシステムの需要が急増しています。コグニティブ・サービスは、これらのデジタルソースからのデータをリアルタイムで処理するために必要なAIツールを提供し、企業が業務を最適化し、顧客体験を向上させ、イノベーションを推進するのを支援します。さらに、AIやML技術の進歩により、コグニティブ・サービスはより強力に、既存のビジネスシステムへの統合を容易にしています。パーソナライズされた顧客体験を重視する傾向が強まっていることも、特に小売、銀行、ヘルスケアなどの業界において、重要な成長要因となっています。コグニティブ・サービスは、リアルタイムで顧客データを分析し、適切なオファー、推奨、サポートで対応することで、企業がカスタマイズされたインタラクションを提供することを可能にします。最後に、セキュリティ目的でのAIの採用が増加していることが、市場の需要をさらに促進しています。あらゆる分野の企業がAIを活用して業務を強化し、デジタル時代の競争力を維持しようとしているため、これらの要因が相まってコグニティブ・サービス市場は大きく成長しています。

調査対象企業の例(全42件)

  • Amazon Web Services, Inc.
  • Apple, Inc.
  • Attivio, Inc.
  • Baidu, Inc.
  • BMC Software, Inc.
  • Clarifai, Inc.
  • CognitiveScale
  • Expert System S.P.A.
  • Folio3 Software Inc.
  • Fusion Informatics Limited
  • Google, Inc.
  • IBM Corporation
  • Inbenta Technologies, Inc.
  • IPsoft Inc.
  • Kairos AR, Inc.
  • Megvii Technology Limited
  • Microsoft Corporation
  • Nokia Corporation
  • Nuance Communications, Inc.
  • Qualcomm Technologies, Inc.
  • SAS AB
  • Software AG
  • Softweb Solutions, Inc.
  • Squirro
  • Tata Consultancy Services Limited
  • Verbio Technologies S.L.

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP11140

Global Cognitive Services Market to Reach US$93.8 Billion by 2030

The global market for Cognitive Services estimated at US$10.0 Billion in the year 2023, is expected to reach US$93.8 Billion by 2030, growing at a CAGR of 37.7% over the analysis period 2023-2030. Cognitive Services for Large Enterprises, one of the segments analyzed in the report, is expected to record a 41.2% CAGR and reach US$71.1 Billion by the end of the analysis period. Growth in the Cognitive Services for SMEs segment is estimated at 29.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.7 Billion While China is Forecast to Grow at 35.5% CAGR

The Cognitive Services market in the U.S. is estimated at US$2.7 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$13.4 Billion by the year 2030 trailing a CAGR of 35.5% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 34.4% and 31.7% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 25.3% CAGR.

Global Cognitive Services Market - Key Trends and Drivers Summarized

What Are Cognitive Services and How Are They Transforming Business Intelligence?

Cognitive services refer to a broad category of artificial intelligence (AI) and machine learning (ML) technologies that enable machines to simulate human cognitive functions such as perception, language understanding, decision-making, and learning. These services are delivered through APIs and cloud platforms, providing developers with the tools to integrate AI-driven capabilities like speech recognition, natural language processing, image analysis, and predictive analytics into their applications. Cognitive services are designed to automate complex processes, making it easier for businesses to analyze large volumes of data, interact with customers, and optimize workflows. The promise of cognitive services lies in their ability to process unstructured data, which comprises the vast majority of information generated today, and transform it into actionable insights. From customer service chatbots that understand natural language queries to AI-driven systems that can analyze market trends and recommend business strategies, cognitive services are revolutionizing how organizations extract value from data and improve decision-making.

How Are Cognitive Services Enhancing Business Processes Across Industries?

Cognitive services are driving significant improvements across a wide range of business processes and industries. In customer service, AI-powered chatbots and virtual assistants use natural language processing (NLP) and speech recognition to understand customer queries, provide instant responses, and even escalate complex issues to human agents when necessary. This level of automation not only enhances customer satisfaction by providing quicker service but also reduces operational costs by handling routine inquiries efficiently. In healthcare, cognitive services are being used to assist in medical diagnostics by analyzing patient data, medical images, and research articles to provide recommendations for treatments. Similarly, in financial services, cognitive systems are helping organizations detect fraud by analyzing transaction patterns in real-time, flagging suspicious activities that deviate from normal behavior. In manufacturing and supply chain management, predictive analytics—a key component of cognitive services—enables businesses to optimize production schedules, reduce downtime through predictive maintenance, and better manage inventory levels. The retail sector is also leveraging cognitive services to personalize customer experiences, using AI to analyze shopping behaviors and deliver product recommendations tailored to individual preferences. Moreover, in marketing, cognitive services are being used to process social media data and customer feedback, providing real-time insights into consumer sentiment and enabling more targeted, data-driven marketing strategies.

What Technologies and Capabilities Power Cognitive Services?

Cognitive services are powered by several key technologies, including natural language processing (NLP), computer vision, speech recognition, and predictive analytics. NLP enables machines to understand and process human language, which is crucial for applications like chatbots, sentiment analysis, and document comprehension. By analyzing the context and intent behind a query or statement, NLP allows cognitive services to provide more accurate and relevant responses. Computer vision is another critical technology, allowing cognitive systems to interpret visual data such as images and videos. This capability is widely used in applications like facial recognition, image tagging, and autonomous vehicle navigation, where understanding visual inputs is essential. Speech recognition technology enables machines to convert spoken language into text, allowing for voice-controlled systems and virtual assistants that can interact with users through natural dialogue. This is especially useful in customer service, healthcare, and smart devices, where hands-free interaction is desired. Predictive analytics, powered by machine learning, is at the core of many cognitive services. By analyzing historical data and identifying patterns, predictive analytics can forecast future trends, customer behaviors, and business outcomes. This capability is invaluable for decision-making in industries like finance, retail, and manufacturing, where accurate forecasting can lead to significant competitive advantages.

What’s Driving the Growth of the Cognitive Services Market?

The growth in the cognitive services market is driven by several factors, including the increasing demand for AI-powered automation, the rise of digital transformation initiatives, and the growing availability of big data. One of the most significant drivers is the need for businesses to automate complex processes and improve efficiency in the face of rapidly increasing data volumes. Cognitive services offer the ability to process and analyze vast amounts of unstructured data—such as text, images, and videos—that traditional systems struggle to handle. By automating tasks like customer service interactions, data analysis, and decision-making, cognitive services enable businesses to operate more efficiently while reducing operational costs. Another major factor is the ongoing digital transformation across industries. As businesses adopt cloud technologies, IoT devices, and mobile platforms, the demand for intelligent systems that can enhance data-driven decision-making has surged. Cognitive services provide the AI tools necessary to process data from these digital sources in real-time, helping companies optimize their operations, improve customer experiences, and drive innovation. Additionally, advancements in AI and ML technologies are making cognitive services more powerful and easier to integrate into existing business systems. The growing emphasis on personalized customer experiences is another key growth driver, particularly in industries like retail, banking, and healthcare. Cognitive services enable businesses to deliver tailored interactions by analyzing customer data in real-time and responding with relevant offers, recommendations, or support. Finally, increasing adoption of AI for security purposes is further fueling market demand. Together, these factors are driving significant growth in the cognitive services market as businesses across all sectors seek to leverage AI to enhance their operations and remain competitive in the digital age.

Select Competitors (Total 42 Featured) -

  • Amazon Web Services, Inc.
  • Apple, Inc.
  • Attivio, Inc.
  • Baidu, Inc.
  • BMC Software, Inc.
  • Clarifai, Inc.
  • CognitiveScale
  • Expert System S.P.A.
  • Folio3 Software Inc.
  • Fusion Informatics Limited
  • Google, Inc.
  • IBM Corporation
  • Inbenta Technologies, Inc.
  • IPsoft Inc.
  • Kairos AR, Inc.
  • Megvii Technology Limited
  • Microsoft Corporation
  • Nokia Corporation
  • Nuance Communications, Inc.
  • Qualcomm Technologies, Inc.
  • SAS AB
  • Software AG
  • Softweb Solutions, Inc.
  • Squirro
  • Tata Consultancy Services Limited
  • Verbio Technologies S.L.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Global Economic Update
    • Cognitive Services - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • AI-Powered Automation Strengthens the Business Case for Cognitive Services in Enterprises
    • Focus on Personalized User Experiences Expands Addressable Market Opportunity for Cognitive Services
    • Advancements in Natural Language Processing (NLP) Drive Innovation in Cognitive Services for Enhanced Communication
    • Proliferation of Chatbots and Virtual Assistants Spurs Growth in Cognitive Services for Customer Support
    • AI-Driven Cognitive Services Strengthen Business Operations in Healthcare for Diagnostics and Treatment Planning
    • Focus on Enhancing Security and Fraud Detection Expands Market for Cognitive Services in Financial Services
    • Growing Integration of Cognitive Services in Marketing Automation Generates Opportunities for Customer Insights
    • Rising Use of Cognitive Services for Content Personalization Drives Demand in Media and Entertainment
    • AI-Enabled Speech and Image Recognition Spurs Adoption of Cognitive Services in Smart Devices
    • Focus on Enhancing Workforce Productivity Propels Growth in Cognitive Services for Employee Training and Development
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Cognitive Services Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 3: World 7-Year Perspective for Cognitive Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Large Enterprises by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 5: World 7-Year Perspective for Large Enterprises by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for SMEs by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 7: World 7-Year Perspective for SMEs by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 9: World 7-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 11: World 7-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 12: USA Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 13: USA 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 14: USA Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 15: USA 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • CANADA
    • TABLE 16: Canada Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 17: Canada 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 18: Canada Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 19: Canada 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • JAPAN
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 20: Japan Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 21: Japan 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 22: Japan Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 23: Japan 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • CHINA
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 24: China Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 25: China 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 26: China Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: China 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • EUROPE
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 28: Europe Recent Past, Current & Future Analysis for Cognitive Services by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 29: Europe 7-Year Perspective for Cognitive Services by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 30: Europe Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 31: Europe 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 32: Europe Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Europe 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • FRANCE
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 34: France Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 35: France 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 36: France Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 37: France 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • GERMANY
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 38: Germany Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Germany 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 40: Germany Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Germany 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • ITALY
    • TABLE 42: Italy Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 43: Italy 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 44: Italy Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: Italy 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • UNITED KINGDOM
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 46: UK Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 47: UK 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 48: UK Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 49: UK 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 50: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Rest of Europe 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 52: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 53: Rest of Europe 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Cognitive Services Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 54: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 55: Asia-Pacific 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 56: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: Asia-Pacific 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 58: Rest of World Recent Past, Current & Future Analysis for Cognitive Services by End-Use - Large Enterprises and SMEs - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 59: Rest of World 7-Year Perspective for Cognitive Services by End-Use - Percentage Breakdown of Value Sales for Large Enterprises and SMEs for the Years 2024 & 2030
    • TABLE 60: Rest of World Recent Past, Current & Future Analysis for Cognitive Services by Deployment - Cloud and On-Premise - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 61: Rest of World 7-Year Perspective for Cognitive Services by Deployment - Percentage Breakdown of Value Sales for Cloud and On-Premise for the Years 2024 & 2030

IV. COMPETITION