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市場調查報告書
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1565121

全球認知服務市場

Cognitive Services
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 194 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

到 2030 年，全球認知服務市場預計將達到 938 億美元

全球認知服務市場預計到 2023 年將達到 100 億美元，預計到 2030 年將達到 938 億美元，2023-2030 年分析期間複合年成長率為 37.7%。大型企業認知服務是本報告分析的細分市場之一，預計複合年成長率為 41.2%，到分析期結束時將達到 711 億美元。分析期間，中小企業認知服務領域的複合年成長率預計為 29.8%。

美國市場預計成長27億美元，中國複合年成長率35.5%

預計 2023 年美國認知服務市場規模將達 27 億美元。中國作為全球第二大經濟體，預計2030年市場規模將達134億美元，2023-2030年分析期間複合年成長率為35.5%。其他值得注意的區域市場包括日本和加拿大，在分析期間預計複合年成長率分別為 34.4% 和 31.7%。在歐洲，德國預計複合年成長率為 25.3%。

全球認知服務市場 - 主要趨勢與促進因素摘要

什麼是認知服務以及它們如何改變商業智慧？

認知服務是指一大類人工智慧 (AI) 和機器學習 (ML) 技術，使機器能夠模擬人類認知功能，例如感知、語言理解、決策和學習。這些服務透過 API 和雲端平台提供，為開發人員提供了將人工智慧主導的功能（例如語音辨識、自然語言處理、圖像分析和預測分析）整合到其應用程式中的工具。認知服務旨在自動化複雜的流程，讓企業更輕鬆分析大量資料、與客戶互動和最佳化工作流程。認知服務的特點是能夠處理非結構化資料（這些資料構成了當今產生的資訊的大部分），並將其轉化為可操作的見解。從理解自然語言查詢的客戶服務聊天機器人到分析市場趨勢和提案商務策略的人工智慧驅動系統，認知服務正在徹底改變組織從資料中提取價值和改善決策的方式。

認知服務如何增強跨產業的業務流程？

認知服務正在推動廣泛的業務流程和產業的顯著改進。在客戶服務中，人工智慧驅動的聊天機器人和虛擬助理使用自然語言處理（NLP）和語音辨識來理解客戶的詢問，提供即時答案，並在需要時解決複雜的問題，並升級給人工代理。這種自動化程度不僅可以透過提供更快的服務來提高客戶滿意度，還可以透過有效處理日常查詢來降低營運成本。在醫療保健領域，KEYWORD 用於透過分析患者資料、醫學影像和研究論文來支持醫療診斷，以提案治療方法。同樣，在金融服務中，認知系統透過即時分析交易模式並標記偏離正常行為的可疑行為，幫助組織偵測詐欺。在製造和供應鏈管理中，預測分析是認知服務的關鍵要素，可以最佳化生產計劃，透過預測性維護減少停機時間，並更好地管理存量基準。此外，在零售領域，認知服務透過利用人工智慧分析購物行為並提供適合個人偏好的產品推薦來個人化客戶體驗。此外，在行銷領域，認知服務被用來處理社群媒體資料和客戶回饋，以即時了解消費者信心指數，並實現更有針對性、資料驅動驅動的行銷策略。

支持認知服務的技術和能力有哪些？

認知服務由多項關鍵技術提供支持，包括自然語言處理 (NLP)、電腦視覺、語音辨識和預測分析。 NLP 使機器能夠理解和處理人類語言，對於聊天機器人、情緒分析和文件理解等應用至關重要。透過分析查詢和話語背後的上下文和意圖，NLP 使認知服務能夠提供更準確和相關的回應。電腦視覺也是一項重要技術，允許認知系統解釋圖像和影片等視覺資料。此功能廣泛應用於需要理解視覺輸入的應用中，例如臉部辨識、影像標記和自主導航。語音辨識技術使機器能夠將口語轉換為文本，從而使語音控制系統和虛擬助理能夠透過自然對話與使用者互動。這在需要免持交互的客戶服務、醫療保健和智慧設備中特別有用。由機器學習支援的預測分析是許多認知服務的核心。透過分析歷史資料和識別模式，預測分析可以預測未來趨勢、客戶行為和業務成果。這種能力對於金融、零售和製造業等產業的決策非常寶貴，在這些產業中，準確的預測可以成為巨大的競爭優勢。

是什麼推動了認知服務市場的成長？

認知服務市場的成長受到多種因素的推動，包括對人工智慧驅動的自動化需求的不斷成長、數位轉型計劃的興起以及巨量資料可用性的不斷擴大。最大的促進因素之一是，面對快速成長的資料量，企業需要自動化複雜的流程並提高效率。認知服務提供了處理和分析傳統系統無法處理的大量非結構化資料（例如文字、圖像和影片）的能力。認知服務可以實現更有效率的業務營運，同時透過自動化客戶互動、資料分析和決策等任務來降低營運成本。另一個主要因素是跨產業正在進行的數位轉型。隨著企業採用雲端技術、物聯網設備和行動平台，對能夠支援資料驅動決策的智慧系統的需求正在迅速成長。認知服務提供即時處理這些數位來源資料所需的人工智慧工具，幫助企業最佳化業務、改善客戶體驗並推動創新。此外，人工智慧和機器學習技術的進步使認知服務變得更加強大，並且更容易整合到現有的業務系統中。對個人化客戶體驗的日益關注也是一個關鍵的成長要素，尤其是在零售、銀行和醫療保健等行業。認知服務使企業能夠透過即時分析客戶資料並提供適當的優惠、建議和支援來提供客製化互動。最後，出於安全目的擴大採用人工智慧進一步推動了市場需求。這些因素共同推動了認知服務市場的顯著成長，因為各行業的公司都希望利用人工智慧來增強業務並在數位時代保持競爭力。

受訪企業範例（共42例）

  • Amazon Web Services, Inc.
  • Apple, Inc.
  • Attivio, Inc.
  • Baidu, Inc.
  • BMC Software, Inc.
  • Clarifai, Inc.
  • CognitiveScale
  • Expert System SPA
  • 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 SL

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他領域

第4章 比賽

簡介目錄
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