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市场调查报告书
商品编码
1565121

全球认知服务市场

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个工作天内

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简介目录

到 2030 年，全球认知服务市场预计将达到 938 亿美元

全球认知服务市场预计到 2023 年将达到 100 亿美元，预计到 2030 年将达到 938 亿美元，2023-2030 年分析期间复合年增长率为 37.7%。大型企业认知服务是本报告分析的细分市场之一，预计复合年增长率为 41.2%，到分析期结束时将达到 711 亿美元。分析期间，中小企业认知服务领域的复合年增长率预计为 29.8%。

美国市场预计成长27亿美元，中国复合年增长率35.5%

预计 2023 年美国认知服务市场规模将达 27 亿美元。中国作为全球第二大经济体，预计2030年市场规模将达134亿美元，2023-2030年分析期间复合年增长率为35.5%。其他值得注意的区域市场包括日本和加拿大，在分析期间预计复合年增长率分别为 34.4% 和 31.7%。在欧洲，德国预计复合年增长率为 25.3%。

全球认知服务市场 - 主要趋势与驱动因素摘要

什么是认知服务以及它们如何改变商业智慧？

认知服务是指一大类人工智慧 (AI) 和机器学习 (ML) 技术，使机器能够模拟人类认知功能，例如感知、语言理解、决策和学习。这些服务透过 API 和云端平台提供，为开发人员提供了将人工智慧主导的功能（例如语音辨识、自然语言处理、图像分析和预测分析）整合到其应用程式中的工具。认知服务旨在自动化复杂的流程，让企业更轻鬆分析大量资料、与客户互动和优化工作流程。认知服务的特点是能够处理非结构化资料（这些资料构成了当今产生的资讯的大部分），并将其转化为可操作的见解。从理解自然语言查询的客户服务聊天机器人到分析市场趋势和提案商务策略的人工智慧驱动系统，认知服务正在彻底改变组织从资料中提取价值和改善决策的方式。

认知服务如何增强跨产业的业务流程？

认知服务正在推动广泛的业务流程和产业的显着改进。在客户服务中，人工智慧驱动的聊天机器人和虚拟助理使用自然语言处理（NLP）和语音辨识来理解客户的询问，提供即时答案，并在需要时解决复杂的问题，并升级给人工代理。这种自动化程度不仅可以透过提供更快的服务来提高客户满意度，还可以透过有效处理日常查询来降低营运成本。在医疗保健领域，KEYWORD 用于透过分析患者资料、医学影像和研究论文来支持医疗诊断，以提案治疗方法。同样，在金融服务中，认知系统透过即时分析交易模式并标记偏离正常行为的可疑行为，帮助组织侦测诈欺。在製造和供应链管理中，预测分析是认知服务的关键要素，可以优化生产计划，透过预测性维护减少停机时间，并更好地管理存量基准。此外，在零售领域，认知服务透过利用人工智慧分析购物行为并提供适合个人偏好的产品推荐来个人化客户体验。此外，在行销领域，认知服务被用来处理社群媒体资料和客户回馈，以即时了解消费者信心指数，并实现更有针对性、资料驱动驱动的行销策略。

支持认知服务的技术和能力有哪些？

认知服务由多项关键技术提供支持，包括自然语言处理 (NLP)、电脑视觉、语音辨识和预测分析。 NLP 使机器能够理解和处理人类语言，对于聊天机器人、情绪分析和文件理解等应用至关重要。透过分析查询和话语背后的上下文和意图，NLP 使认知服务能够提供更准确和相关的回应。电脑视觉也是一项重要技术，允许认知系统解释图像和影片等视觉资料。此功能广泛应用于需要理解视觉输入的应用中，例如脸部辨识、影像标记和自主导航。语音辨识技术使机器能够将口语转换为文本，从而使语音控制系统和虚拟助理能够透过自然对话与使用者互动。这在需要免提交互的客户服务、医疗保健和智慧设备中特别有用。由机器学习支援的预测分析是许多认知服务的核心。透过分析历史资料和识别模式，预测分析可以预测未来趋势、客户行为和业务成果。这种能力对于金融、零售和製造业等产业的决策非常宝贵，在这些产业中，准确的预测可以成为巨大的竞争优势。

是什么推动了认知服务市场的成长？

认知服务市场的成长受到多种因素的推动，包括对人工智慧驱动的自动化需求的不断增长、数位转型计划的兴起以及巨量资料可用性的不断扩大。最大的驱动因素之一是，面对快速成长的资料量，企业需要自动化复杂的流程并提高效率。认知服务提供了处理和分析传统系统无法处理的大量非结构化资料（例如文字、图像和影片）的能力。认知服务可以实现更有效率的业务运营，同时透过自动化客户互动、资料分析和决策等任务来降低营运成本。另一个主要因素是跨产业正在进行的数位转型。随着企业采用云端技术、物联网设备和行动平台，对能够支援资料驱动决策的智慧系统的需求正在迅速增长。认知服务提供即时处理这些数位来源资料所需的人工智慧工具，帮助企业优化业务、改善客户体验并推动创新。此外，人工智慧和机器学习技术的进步使认知服务变得更加强大，并且更容易整合到现有的业务系统中。对个人化客户体验的日益关注也是一个关键的成长要素，尤其是在零售、银行和医疗保健等行业。认知服务使企业能够透过即时分析客户资料并提供适当的优惠、建议和支援来提供客製化互动。最后，出于安全目的越来越多地采用人工智慧进一步推动了市场需求。这些因素共同推动了认知服务市场的显着成长，因为各行业的公司都希望利用人工智慧来增强业务并在数位时代保持竞争力。

受访企业范例（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

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他领域

第四章 比赛

简介目录
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