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認知システムの世界市場

Cognitive Systems


出版日
ページ情報
英文 194 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.99円
認知システムの世界市場
出版日: 2025年02月07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

認知システムの世界市場は2030年までに6,043億米ドルに達する見込み

2024年に1,137億米ドルと推定される認知システムの世界市場は、2024年から2030年にかけてCAGR 32.1%で成長し、2030年には6,043億米ドルに達すると予測されます。本レポートで分析したセグメントの1つである認知システムソフトウェアは、CAGR 27.2%を記録し、分析期間終了時には2,148億米ドルに達すると予測されます。認知システムハードウェア分野の成長率は、分析期間のCAGRで32.9%と推定されます。

米国市場は337億米ドル、中国はCAGR 31.1%で成長予測

米国の認知システム市場は、2024年に337億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908億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは31.1%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27.7%と27.4%と予測されています。欧州では、ドイツがCAGR約22.4%で成長すると予測されています。

世界の認知システム市場- 主要動向と促進要因のまとめ

認知システムとは何か?

認知システムは、人工知能(AI)の次の進化形であり、高度なアルゴリズム、機械学習(ML)、自然言語処理(NLP)を組み合わせて人間の思考プロセスを模倣します。あらかじめ定義された命令や静的なプログラミングに基づいて動作する従来のコンピューティングシステムとは異なり、認知システムは膨大なデータセットから学習し、複雑な問題を推論し、時間をかけて適応することができます。これらのシステムは、人間の認知に沿ったソリューションを理解、解釈、生成するように設計されており、より複雑で微妙なタスクを処理することができます。ヘルスケア、金融、小売などの業界では、意思決定を強化し、業務を合理化し、サービスをパーソナライズするために、認知システムの導入が進んでいます。例えばヘルスケアでは、認知システムは医療記録や研究論文を分析して診断や治療計画を提案し、医師をサポートします。金融の分野では、不正取引の検出やリアルタイムの取引判断を支援します。人間のような学習と問題解決能力を統合することで、認知システムは問題解決によりダイナミックでインテリジェントなアプローチを提供し、組織の運営方法を再構築しています。

認知システムはどのように意思決定とビジネスオペレーションを再構築していますか?

認知システムは、データに基づいた深い洞察力と将来の動向を予測する能力をビジネスに提供することで、様々な業界の意思決定プロセスを変革しています。認知システムは、大規模なデータセットをリアルタイムに分析し、人間が同じ時間内に処理することが不可能な推奨事項や洞察を提供することに優れています。例えば小売業では、認知システムが消費者の行動パターンの分析に使用され、企業が顧客の嗜好を予測し、在庫管理を最適化するのに役立っています。マーケティングでは、機械学習を利用してさまざまなチャネルにおける顧客とのやり取りを追跡・分析することで、パーソナライゼーションの取り組みを強化し、ターゲットを絞った広告の配信を容易にします。さらに認知システムは、サプライチェーンの最適化や法規制への対応など、複雑なプロセスを自動化することで業務効率を向上させます。製造業などの分野では、認知システムは生産のボトルネックを特定したり、機械の故障を事前に予測することで、ダウンタイムを大幅に削減し、生産性を向上させることができます。予測的な洞察に基づいて、情報に基づいたリアルタイムの意思決定ができることは、認知システムの普及を促進する中核的な利点の一つです。

認知システムを支えるキーテクノロジーとイノベーションとは?

認知システムの中核には、自然言語処理(NLP)、機械学習(ML)、ディープラーニング(深層学習)など、複雑なデータを処理し理解するための高度なテクノロジーがあります。NLPは、認知システムが人間の言葉を解釈し応答することを可能にし、バーチャルアシスタントやチャットボットから高度なデータ分析ツールまで、幅広いアプリケーションを可能にします。機械学習はもう一つの重要な要素であり、システムがデータ入力から学習し、すべてのタスクに対して明示的にプログラムされることなくパフォーマンスを向上させることを可能にします。MLを通じて、認知システムはパターンや動向を認識し、結果の予測、意思決定の自動化、プロセスの最適化を可能にします。機械学習のサブセットであるディープラーニングは、人間の脳の意思決定プロセスをシミュレートするニューラルネットワークを使用することで、これらの能力を強化します。これらの技術の絶え間ない進化は、クラウドコンピューティングとビッグデータ分析の進歩によってさらに後押しされています。クラウドコンピューティングとビッグデータ分析は、認知システムが業界を超えてスケールアップするために必要なインフラと計算能力を提供します。また、これらの技術革新により、認知システムはモノのインターネット(IoT)や拡張現実(AR)などの他の新興技術と統合することが可能になり、さまざまなビジネス分野でさらにダイナミックで応答性の高いソリューションを提供しています。

認知システム市場の主な成長促進要因は?

認知システム市場の成長は、高度な分析に対するニーズの高まり、業界を横断するAI統合の台頭、パーソナライズされた体験に対する消費者の期待の高まりなど、いくつかの要因によってもたらされます。企業が大量の構造化・非構造化データを扱う中、認知システムはリアルタイムで実用的な考察を導き出す分析ツールを提供し、企業に競合優位性をもたらします。特にヘルスケア、小売、金融などの分野におけるAI統合の台頭は、もう一つの重要な推進力となっています。意思決定プロセスの自動化、業務効率の向上、リソース管理の最適化のために、認知システムを活用する企業が増えています。例えば、ヘルスケアでは、認知システムは、より正確な診断ツールやパーソナライズされた治療計画に利用されています。消費者行動もまた、成長を促進する上で重要な役割を果たしています。パーソナライズされたシームレスなエクスペリエンスへの需要が、企業に個人の嗜好や行動パターンに基づいて製品やサービス、インタラクションを調整できる認知システムの採用を促しています。さらに、IoTデバイスやスマートテクノロジーの普及により、スマートシティ、予知保全、コネクテッドカーなどの分野で認知システムの使用事例が拡大しています。データセキュリティとコンプライアンスを重視する規制の変化は、リスク管理、データプライバシーの確保、複雑なコンプライアンス要件への対応が可能な認知システムの採用を各業界にさらに促しています。これらの要因が相まって、現代のデジタル環境における課題に対応するため、よりインテリジェントで適応性の高いソリューションを求める企業が、認知システムの採用に拍車をかけています。

セグメント

製品タイプ(ソフトウェア、ハードウェア、サービス);エンドユーザー(銀行、小売、ヘルスケア、その他のエンドユーザー)

調査対象企業の例(注目の41社)

  • Cognitive Systems Corp.
  • IBM Corporation
  • Microsoft Corporation
  • Sirma Solutions JSC
  • UssCyber
  • WebTech Innovation

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: MCP11142

Global Cognitive Systems Market to Reach US$604.3 Billion by 2030

The global market for Cognitive Systems estimated at US$113.7 Billion in the year 2024, is expected to reach US$604.3 Billion by 2030, growing at a CAGR of 32.1% over the analysis period 2024-2030. Cognitive Systems Software, one of the segments analyzed in the report, is expected to record a 27.2% CAGR and reach US$214.8 Billion by the end of the analysis period. Growth in the Cognitive Systems Hardware segment is estimated at 32.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$33.7 Billion While China is Forecast to Grow at 31.1% CAGR

The Cognitive Systems market in the U.S. is estimated at US$33.7 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$90.8 Billion by the year 2030 trailing a CAGR of 31.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 27.7% and 27.4% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 22.4% CAGR.

Global Cognitive Systems Market - Key Trends and Drivers Summarized

What Are Cognitive Systems and Why Are They Transforming Industries?

Cognitive systems represent the next evolution of artificial intelligence (AI), combining advanced algorithms, machine learning (ML), and natural language processing (NLP) to mimic human thought processes. Unlike traditional computing systems, which operate based on predefined instructions and static programming, cognitive systems can learn from vast datasets, reason through complex problems, and adapt over time. These systems are designed to understand, interpret, and generate solutions that align with human cognition, making them capable of handling more complex, nuanced tasks. Industries such as healthcare, finance, and retail are increasingly adopting cognitive systems to enhance decision-making, streamline operations, and personalize services. For instance, in healthcare, cognitive systems can assist doctors by analyzing medical records and research papers to suggest diagnoses or treatment plans. In finance, they help detect fraudulent transactions and make real-time trading decisions. By integrating human-like learning and problem-solving capabilities, cognitive systems are reshaping how organizations operate, offering a more dynamic and intelligent approach to problem-solving.

How Are Cognitive Systems Reshaping Decision-Making and Business Operations?

Cognitive systems are transforming decision-making processes across various industries by providing businesses with deeper, data-driven insights and the ability to predict future trends. These systems excel at analyzing large datasets in real-time, offering recommendations and insights that would be impossible for humans to process in the same time frame. In retail, for example, cognitive systems are used to analyze consumer behavior patterns, helping businesses to predict customer preferences and optimize inventory management. In marketing, these systems enhance personalization efforts by using machine learning to track and analyze customer interactions across various channels, making it easier to deliver targeted advertisements. Furthermore, cognitive systems improve operational efficiency by automating complex processes, such as supply chain optimization or regulatory compliance. In sectors like manufacturing, cognitive systems can identify production bottlenecks or predict machine failures before they happen, significantly reducing downtime and enhancing productivity. The ability to make informed, real-time decisions based on predictive insights is one of the core advantages driving the widespread adoption of cognitive systems.

What Key Technologies and Innovations Are Powering Cognitive Systems?

At the core of cognitive systems are several advanced technologies, including natural language processing (NLP), machine learning (ML), and deep learning, all of which empower these systems to process and understand complex data. NLP allows cognitive systems to interpret and respond to human language, enabling a wide range of applications from virtual assistants and chatbots to sophisticated data analysis tools. Machine learning is another critical component, enabling systems to learn from data inputs and improve performance without being explicitly programmed for every task. Through ML, cognitive systems can recognize patterns and trends that enable them to forecast outcomes, automate decision-making, and optimize processes. Deep learning, a subset of machine learning, enhances these capabilities by using neural networks to simulate the human brain's decision-making process. The continuous evolution of these technologies is further supported by advancements in cloud computing and big data analytics, which provide the necessary infrastructure and computational power for cognitive systems to scale across industries. These innovations are also enabling cognitive systems to integrate with other emerging technologies, such as the Internet of Things (IoT) and augmented reality, offering even more dynamic and responsive solutions across various business sectors.

What Are the Key Growth Drivers in the Cognitive Systems Market?

The growth in the cognitive systems market is driven by several factors, including the increasing need for advanced analytics, the rise of AI integration across industries, and growing consumer expectations for personalized experiences. As organizations deal with massive amounts of structured and unstructured data, cognitive systems provide the analytical tools to derive actionable insights in real-time, giving businesses a competitive edge. The rise of AI integration, especially in sectors like healthcare, retail, and finance, is another critical driver. Businesses are increasingly turning to cognitive systems to automate decision-making processes, enhance operational efficiency, and optimize resource management. For example, in healthcare, cognitive systems are being used for more accurate diagnostic tools and personalized treatment plans. Consumer behavior also plays a significant role in driving growth. The demand for personalized, seamless experiences is prompting companies to adopt cognitive systems that can tailor products, services, and interactions based on individual preferences and behavior patterns. Furthermore, the proliferation of IoT devices and smart technologies is expanding the use cases for cognitive systems in areas like smart cities, predictive maintenance, and connected vehicles. Regulatory changes that emphasize data security and compliance are further pushing industries to adopt cognitive systems capable of managing risk, ensuring data privacy, and handling complex compliance requirements. Together, these factors are fueling the adoption of cognitive systems as businesses seek more intelligent, adaptable solutions to meet the challenges of the modern digital landscape.

SCOPE OF STUDY:

The report analyzes the Cognitive Systems market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Product Type (Software, Hardware, Services); End-Use (Banking, Retail, Healthcare, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 41 Featured) -

  • Cognitive Systems Corp.
  • IBM Corporation
  • Microsoft Corporation
  • Sirma Solutions JSC
  • UssCyber
  • WebTech Innovation

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Global Economic Update
    • Cognitive Systems - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Demand for AI-Driven Decision-Making Throws the Spotlight on Cognitive Systems
    • Integration of Machine Learning Spurs Growth in Cognitive Systems Across Industries
    • Advancements in Natural Language Processing (NLP) Strengthen Business Case for Cognitive Systems
    • Shift Toward Automated Data Processing Drives Adoption of Cognitive Systems in Enterprises
    • Increased Use of Cognitive Systems in Healthcare Propels Growth in AI-Powered Diagnostic Tools
    • Digital Transformation Initiatives Sustain Growth in Cognitive Systems for Enhanced Business Operations
    • Adoption of Cloud-Based Solutions Drives Cognitive Systems Deployment in Various Sectors
    • Surge in Big Data Analytics Generates Opportunities for Cognitive Systems in Data-Driven Industries
    • Emerging Applications in Autonomous Systems Propels Growth in Cognitive Systems for Robotics and AI
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Cognitive Systems Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Systems 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 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Cognitive Systems by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Software 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 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Hardware 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 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for 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 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Banking 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 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Banking by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Retail 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 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Healthcare 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 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Other End-Uses 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 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Cognitive Systems Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 18: USA Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 19: USA 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 20: USA Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 21: USA 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • CANADA
    • TABLE 22: Canada Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 23: Canada 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 24: Canada Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 25: Canada 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • JAPAN
    • Cognitive Systems Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 26: Japan Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 27: Japan 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 28: Japan Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 29: Japan 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • CHINA
    • Cognitive Systems Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 30: China Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 31: China 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 32: China Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: China 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • EUROPE
    • Cognitive Systems Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 34: Europe Recent Past, Current & Future Analysis for Cognitive Systems by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 35: Europe 6-Year Perspective for Cognitive Systems by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 36: Europe Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Europe 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 38: Europe Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Europe 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • FRANCE
    • Cognitive Systems Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 40: France Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: France 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 42: France Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: France 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • GERMANY
    • Cognitive Systems Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 44: Germany Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Germany 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 46: Germany Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Germany 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • ITALY
    • TABLE 48: Italy Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Italy 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 50: Italy Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Italy 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • UNITED KINGDOM
    • Cognitive Systems Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 52: UK Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: UK 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 54: UK Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: UK 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 56: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Rest of Europe 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 58: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Rest of Europe 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Cognitive Systems Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 60: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Asia-Pacific 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 62: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Asia-Pacific 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 64: Rest of World Recent Past, Current & Future Analysis for Cognitive Systems by Product Type - Software, Hardware and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Rest of World 6-Year Perspective for Cognitive Systems by Product Type - Percentage Breakdown of Value Sales for Software, Hardware and Services for the Years 2025 & 2030
    • TABLE 66: Rest of World Recent Past, Current & Future Analysis for Cognitive Systems by End-Use - Banking, Retail, Healthcare and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Rest of World 6-Year Perspective for Cognitive Systems by End-Use - Percentage Breakdown of Value Sales for Banking, Retail, Healthcare and Other End-Uses for the Years 2025 & 2030

IV. COMPETITION