コグニティブコンピューティングの世界市場：長期的な市場成長を促進するIoT技術の出現

当レポートは、世界のコグニティブコンピューティング市場について調査しており、市場機会や予測、成長および抑制要因、COVID-19パンデミックの影響、ソリューション・用途・企業規模・業界・地域別の市場分析、競合情勢、主要企業のプロファイルなどの情報を提供しています。

目次

第1章 エグゼクティブサマリー

第2章 市場概要

• 市場範囲/分類法
• 市場の定義/範囲/制限

第3章 主要な市場動向

• 市場に影響を与える主な動向
• 技術の革新/開発動向
• 技術の主なユースケース
• 主な成功要因

第4章 市場価格分析

• 価格分析：モデル別
  • サブスクリプションモデル
  • 永久ライセンス
• 世界の平均価格分析ベンチマーク

第5章 COVID-19パンデミック危機の影響分析

• COVID-19パンデミック危機が市場の成長に与える影響
• COVID-19以前の市場成長分析
• COVID-19後の市場影響分析
• 予想される成長/回復シナリオ（短期/中期/長期）
• コグニティブコンピューティングソリューションベンダー向けの主要アクションポインター

第6章 市場構造分析

• 市場分析：企業の層別
• 主要企業の市場シェア分析
• 市場プレゼンス分析
  • 地域の実績：企業別
  • 製品の実績：企業別
  • チャネルの実績：企業別

第7章 世界市場の需要分析と予測

• 過去の市場分析
• 現在および将来の市場予測
  • 前年比成長動向分析

第8章 市場の背景

• マクロ経済的要因
• 予測要因-関連性と影響
• バリューチェーン
• 市場力学
  • 成長要因
  • 抑制要因
  • 市場機会分析

第9章 世界市場の分析と予測：ソリューション別

• イントロダクション/主な調査結果
• 過去の市場分析
• 現在および今後の市場分析と予測
  • コグニティブコンピューティングプラットフォーム
  • コグニティブコンピューティングAPI
  • サービス
• 市場の魅力分析

第10章 世界市場の分析と予測：用途別

• イントロダクション/主な調査結果
• 過去の市場分析
• 現在および今後の市場分析と予測
  • 音声認識
  • コンピュータビジョン
  • テキスト分析
  • 自動パターン検出
  • BIナラティブと視覚化
  • その他
• 市場の魅力分析

第11章 世界市場の分析と予測：企業規模別

• イントロダクション/主な調査結果
• 過去の市場分析
• 現在および今後の市場分析と予測
  • 中小企業
  • 大企業
• 市場の魅力分析

第12章 世界市場の分析と予測：業界別

• イントロダクション/主な調査結果
• 過去の市場分析
• 現在および今後の市場分析と予測
  • BFSI
  • 小売・eコマース
  • 製造
  • ヘルスケア・ライフサイエンス
  • 政府
  • IT・通信
  • 旅行・ホスピタリティ
  • メディア・エンターテインメント
  • その他
• 市場の魅力分析

第13章 世界市場の分析と予測：地域別

• イントロダクション/主な調査結果
• 過去の市場分析
• 現在の市場分析と予測
  • 北米
  • ラテンアメリカ
  • 欧州
  • 東アジア
  • 南アジアおよび太平洋
  • 中東・アフリカ
• 市場の魅力分析

第14章 北米市場の分析と予測

第15章 ラテンアメリカ市場の分析と予測

第16章 欧州市場の分析と予測

第17章 東アジア市場の分析と予測

第18章 南アジアおよび太平洋地域市場の分析と予測

第19章 中東およびアフリカ市場の分析と予測

第20章 主要国の分析：市場分析と予測

• 米国
  • ソリューション別
  • 用途別
  • 業界別
  • 企業規模別
• カナダ
• ブラジル
• メキシコ
• 英国
• ドイツ
• フランス
• スペイン
• イタリア
• ベネルクス
• ロシア
• 中国
• 日本
• 韓国
• インド
• タイ
• インドネシア
• マレーシア
• オセアニア
• GCC諸国
• トルコ
• 南アフリカ

第21章 競合分析

• 競合ダッシュボード
• 主な発展：ベンダー別
• 主要戦略ダッシュボード：ベンダー別
• 企業プロファイル
  • IBM Corporation
  • Microsoft Corporation
  • Oracle Corporation
  • Google
  • SparkCognition, Inc.
  • Expert System
  • Cisco Systems, Inc.
  • SAP
  • HPE
  • Marlabs
  • oppScience (CustomerMatrix)
  • Numenta
  • CognitiveScale
  • e-Zest Solutions
  • Enterra Solutions

第22章 使用される前提条件および略語

第23章 調査手法

Cognitive Computing Market - Scope of the Report

Persistence Market Research (PMR) recently published a new research analysis on the cognitive computing market for the assessment period of 2020-2030. The research study offers a close look at the evolving aspects of the cognitive computing market, as well as the dynamics impacting market growth. The research study focuses on key developments that have made their mark in the cognitive computing market, and other developments that are on the cards. The report talks about various macro- and micro-economic factors responsible for having an in-depth impact on the growth of the cognitive computing market.

A direct market overview provides the growth scenario and market potential with maximum precision, which is adjudged with suitable assumptions. The report features unique and relevant factors that are likely to have a significant impact on the cognitive computing market during the forecast period. This report also includes a COVID-19 pandemic impact on the cognitive computing market. This report includes a detailed and considerable amount of information, which will help new providers in the most comprehensive manner for better understanding.

Several stakeholders in the cognitive computing market can rely on the data offered in this research study, and delve into pragmatic decision-making. Moreover, information offered in the report also helps new market entrants expand their bases in the cognitive computing market space.

The report elaborates the historical and current trends molding the growth of the cognitive computing market. The performance journey of the cognitive computing market has been drawn and analyzed in way that the lucrative side of the market is evident to readers. The competitive landscape presented in the cognitive computing market report gives a detailed outlook of the profiles of key companies operating in the market, along with their differential strategies and key focus areas. Cognitive Computing Market: Key Questions Answered in the Report

The research study on the cognitive computing market offers inclusive insights about the growth of the market in the most comprehensible manner for the better understanding of users. Insights offered in the cognitive computing market report answer some of the most salient questions that assist stakeholders in gauging all the emerging possibilities.

How has the rapidly changing business environment turned into a major growth engine for the cognitive computing market?

What are the underlying macroeconomic factors impacting the growth of the cognitive computing market?

What are the key trends that are constantly shaping the growth of the cognitive computing market?

Which are the prominent regions offering plentiful opportunities for the cognitive computing market?

What are the key differential strategies adopted by key players to command a significant chunk of the global market share?

How is the COVID-19 pandemic impacting the global cognitive computing market?

Cognitive Computing Market: Research Methodology

A unique and promising research methodology forms the base of the cognitive computing market report for the forecast period. The report has been prepared after comprehensive analysis of market happenings, and then, riveting insights have been compiled meticulously. The research methodology of the cognitive computing market has been a two-step process that comprises primary and secondary research. Key stakeholders, which include cognitive computing tool providers and distributors, have been interviewed, along with experts of several designations, including executive vice presidents, directors, service engineers, technical advisors, GM marketing professionals, and sales professionals.

Secondary sources referred to garner report findings include investor presentations of manufacturers, annual reports, World Bank, and many other credible sources.

Table of Contents

Executive Summary

• 1.1. Global Market Outlook
• 1.2. Demand Side Trends
• 1.3. Supply Side Trends
• 1.4. Analysis and Recommendations

2. Market Overview

• 2.1. Market Coverage / Taxonomy
• 2.2. Market Definition / Scope / Limitations

3. Key Market Trends

• 3.1. Key Trends Impacting the Market
• 3.2. Cognitive Computing Technology Innovation / Development Trends
• 3.3. Cognitive Computing Technology, Major Use-cases
• 3.4. Key Success Factors

4. Cognitive Computing Market - Pricing Analysis

• 4.1. Pricing Analysis, By Model
  • 4.1.1. Subscription Model
  • 4.1.2. Perpetual Licenses
• 4.2. Global Average Pricing Analysis Benchmark

5. COVID-19 Pandemic Crisis Impact Analysis

• 5.1. Impact of COVID-19 Pandemic Crisis on Cognitive Computing Market Growth
• 5.2. Pre-COVID-19 Market Growth Analysis
• 5.3. Post-COVID-19 Market Impact Analysis
• 5.4. Expected Growth/Recovery Scenario (Short Term/Mid Term/Long Term)
• 5.5. Key Action Pointers for Cognitive Computing Solution Vendors

6. Market Structure Analysis

• 6.1. Market Analysis by Tier of Companies
• 6.2. Market Share Analysis of Top Players
• 6.3. Market Presence Analysis
  • 6.3.1. Regional Footprint by Players
  • 6.3.2. Product Footprint by Players
  • 6.3.3. Channel Footprint by Players

7. Global Cognitive Computing Market Demand (in Value or Size in US$ Mn) Analysis 2015-2019 and Forecast, 2020-2030

• 7.1. Historical Market Value (US$ Mn) Analysis, 2015-2019
• 7.2. Current and Future Market Value (US$ Mn) Projections, 2020-2030
  • 7.2.1. Y-o-Y Growth Trend Analysis
  • 7.2.2. Absolute $ Opportunity Analysis

8. Market Background

• 8.1. Macro-Economic Factors
• 8.2. Forecast Factors - Relevance & Impact
• 8.3. Value Chain
• 8.4. Market Dynamics
  • 8.4.1. Drivers
  • 8.4.2. Restraints
  • 8.4.3. Opportunity Analysis

9. Global Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030, By Solution

• 9.1. Introduction / Key Findings
• 9.2. Historical Market Size (US$ Mn) Analysis By Solution, 2015 - 2019
• 9.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Solution, 2020 - 2030
  • 9.3.1. Cognitive Computing Platform
    • 9.3.1.1. Cloud-based
    • 9.3.1.2. On-Premises
  • 9.3.2. Cognitive Computing APIs
  • 9.3.3. Services
    • 9.3.3.1. Professional Services
      • 9.3.3.1.1. AI & Cognitive Services
      • 9.3.3.1.2. Integration & Implementation
      • 9.3.3.1.3. Cognitive Consulting & Advisory
      • 9.3.3.1.4. Support & Maintenance
    • 9.3.3.2. Managed Services
• 9.4. Market Attractiveness Analysis By Solution

10. Global Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030, By Application

• 10.1. Introduction / Key Findings
• 10.2. Historical Market Size (US$ Mn) Analysis By Application, 2015 - 2019
• 10.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Application, 2020 - 2030
  • 10.3.1. Speech Recognition
  • 10.3.2. Computer Vision
  • 10.3.3. Text Analytics
  • 10.3.4. Automated Pattern Discovery
  • 10.3.5. BI Narratives & Visualizations
  • 10.3.6. Others
• 10.4. Market Attractiveness Analysis By Application

11. Global Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030, By Enterprise Size

• 11.1. Introduction / Key Findings
• 11.2. Historical Market Size (US$ Mn) Analysis By Enterprise Size, 2015 - 2019
• 11.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Enterprise Size, 2020 - 2030
  • 11.3.1. Small and Medium Enterprises
  • 11.3.2. Large Enterprises
• 11.4. Market Attractiveness Analysis By Enterprise Size

12. Global Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030, By Industry

• 12.1. Introduction / Key Findings
• 12.2. Historical Market Size (US$ Mn) Analysis By Industry, 2015 - 2019
• 12.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Industry, 2020 - 2030
  • 12.3.1. BFSI
  • 12.3.2. Retail & eCommerce
  • 12.3.3. Manufacturing
  • 12.3.4. Healthcare & Life Sciences
  • 12.3.5. Government
  • 12.3.6. IT & Telecom
  • 12.3.7. Travel & Hospitality
  • 12.3.8. Media & Entertainment
  • 12.3.9. Others
• 12.4. Market Attractiveness Analysis By Industry

13. Global Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030, by Region

• 13.1. Introduction / Key Findings
• 13.2. Historical Market Size (US$ Mn) Analysis By Region, 2015 - 2019
• 13.3. Current Market Size (US$ Mn) Analysis and Forecast By Region, 2020 - 2030
  • 13.3.1. North America
  • 13.3.2. Latin America
  • 13.3.3. Europe
  • 13.3.4. East Asia
  • 13.3.5. South Asia and Pacific
  • 13.3.6. Middle East and Africa (MEA)
• 13.4. Market Attractiveness Analysis By Region

14. North America Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030

• 14.1. Introduction / Key Findings
• 14.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019
• 14.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030
  • 14.3.1. By Country
    • 14.3.1.1. U.S.
    • 14.3.1.2. Canada
  • 14.3.2. By Solution
  • 14.3.3. By Application
  • 14.3.4. By Enterprise Size
  • 14.3.5. By Industry
• 14.4. Market Attractiveness Analysis
  • 14.4.1. By Country
  • 14.4.2. By Solution
  • 14.4.3. By Application
  • 14.4.4. By Enterprise Size
  • 14.4.5. By Industry
• 14.5. Market Trends
• 14.6. Key Market Participants - Intensity Mapping
• 14.7. Drivers and Restraints - Impact Analysis

15. Latin America Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030

• 15.1. Introduction / Key Findings
• 15.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019
• 15.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030
  • 15.3.1. By Country
    • 15.3.1.1. Brazil
    • 15.3.1.2. Mexico
    • 15.3.1.3. Rest of Latin America
  • 15.3.2. By Solution
  • 15.3.3. By Application
  • 15.3.4. By Enterprise Size
  • 15.3.5. By Industry
• 15.4. Market Attractiveness Analysis
  • 15.4.1. By Country
  • 15.4.2. By Solution
  • 15.4.3. By Application
  • 15.4.4. By Enterprise Size
  • 15.4.5. By Industry
• 15.5. Market Trends
• 15.6. Key Market Participants - Intensity Mapping
• 15.7. Drivers and Restraints - Impact Analysis

16. Europe Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030

• 16.1. Introduction / Key Findings
• 16.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019
• 16.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030
  • 16.3.1. By Country
    • 16.3.1.1. UK
    • 16.3.1.2. France
    • 16.3.1.3. Germany
    • 16.3.1.4. Italy
    • 16.3.1.5. Spain
    • 16.3.1.6. BENELUX
    • 16.3.1.7. Russia
    • 16.3.1.8. Rest of Europe
  • 16.3.2. By Solution
  • 16.3.3. By Application
  • 16.3.4. By Enterprise Size
  • 16.3.5. By Industry
• 16.4. Market Attractiveness Analysis
  • 16.4.1. By Country
  • 16.4.2. By Solution
  • 16.4.3. By Application
  • 16.4.4. By Enterprise Size
  • 16.4.5. By Industry
• 16.5. Market Trends
• 16.6. Key Market Participants - Intensity Mapping
• 16.7. Drivers and Restraints - Impact Analysis

17. East Asia Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030

• 17.1. Introduction / Key Findings
• 17.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019
• 17.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030
  • 17.3.1. By Country
    • 17.3.1.1. China
    • 17.3.1.2. Japan
    • 17.3.1.3. South Korea
  • 17.3.2. By Solution
  • 17.3.3. By Application
  • 17.3.4. By Enterprise Size
  • 17.3.5. By Industry
• 17.4. Market Attractiveness Analysis
  • 17.4.1. By Country
  • 17.4.2. By Solution
  • 17.4.3. By Application
  • 17.4.4. By Enterprise Size
  • 17.4.5. By Industry
• 17.5. Market Trends
• 17.6. Key Market Participants - Intensity Mapping
• 17.7. Drivers and Restraints - Impact Analysis

18. South Asia and Pacific Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030

• 18.1. Introduction / Key Findings
• 18.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019
• 18.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030
  • 18.3.1. By Country
    • 18.3.1.1. India
    • 18.3.1.2. Thailand
    • 18.3.1.3. Indonesia
    • 18.3.1.4. Malaysia
    • 18.3.1.5. Oceania
    • 18.3.1.6. Rest of South Asia
  • 18.3.2. By Solution
  • 18.3.3. By Application
  • 18.3.4. By Enterprise Size
  • 18.3.5. By Industry
• 18.4. Market Attractiveness Analysis
  • 18.4.1. By Country
  • 18.4.2. By Solution
  • 18.4.3. By Application
  • 18.4.4. By Enterprise Size
  • 18.4.5. By Industry
• 18.5. Market Trends
• 18.6. Key Market Participants - Intensity Mapping
• 18.7. Drivers and Restraints - Impact Analysis

19. Middle East and Africa Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030

• 19.1. Introduction / Key Findings
• 19.2. Historical Market Size (US$ Mn) Analysis By Market Taxonomy, 2015 - 2019
• 19.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2020 - 2030
  • 19.3.1. By Country
    • 19.3.1.1. GCC Countries
    • 19.3.1.2. Turkey
    • 19.3.1.3. Northern Africa
    • 19.3.1.4. South Africa
    • 19.3.1.5. Rest of Middle East and Africa
  • 19.3.2. By Solution
  • 19.3.3. By Application
  • 19.3.4. By Enterprise Size
  • 19.3.5. By Industry
• 19.4. Market Attractiveness Analysis
  • 19.4.1. By Country
  • 19.4.2. By Solution
  • 19.4.3. By Application
  • 19.4.4. By Enterprise Size
  • 19.4.5. By Industry
• 19.5. Market Trends
• 19.6. Key Market Participants - Intensity Mapping
• 19.7. Drivers and Restraints - Impact Analysis

20. Key Country Analysis- Cognitive Computing Market Analysis 2015-2019 and Forecast 2020-2030

• 20.1. U.S. Market
  • 20.1.1. By Solution
  • 20.1.2. By Application
  • 20.1.3. By Industry
  • 20.1.4. By Enterprise Size
• 20.2. Canada Market
  • 20.2.1. By Solution
  • 20.2.2. By Application
  • 20.2.3. By Enterprise Size
  • 20.2.4. By Industry
• 20.3. Brazil Market
  • 20.3.1. By Solution
  • 20.3.2. By Application
  • 20.3.3. By Enterprise Size
  • 20.3.4. By Industry
• 20.4. Mexico Market
  • 20.4.1. By Solution
  • 20.4.2. By Application
  • 20.4.3. By Enterprise Size
  • 20.4.4. By Industry
• 20.5. UK Market
  • 20.5.1. By Solution
  • 20.5.2. By Application
  • 20.5.3. By Enterprise Size
  • 20.5.4. By Industry
• 20.6. Germany Market
  • 20.6.1. By Solution
  • 20.6.2. By Application
  • 20.6.3. By Enterprise Size
  • 20.6.4. By Industry
• 20.7. France Market
  • 20.7.1. By Solution
  • 20.7.2. By Application
  • 20.7.3. By Enterprise Size
  • 20.7.4. By Industry
• 20.8. Spain Market
  • 20.8.1. By Solution
  • 20.8.2. By Application
  • 20.8.3. By Enterprise Size
  • 20.8.4. By Industry
• 20.9. Italy Market
  • 20.9.1. By Solution
  • 20.9.2. By Application
  • 20.9.3. By Enterprise Size
  • 20.9.4. By Industry
• 20.10. BENELUX Market
  • 20.10.1. By Solution
  • 20.10.2. By Application
  • 20.10.3. By Enterprise Size
  • 20.10.4. By Industry
• 20.11. Russia Market
  • 20.11.1. By Solution
  • 20.11.2. By Application
  • 20.11.3. By Enterprise Size
  • 20.11.4. By Industry
• 20.12. China Market
  • 20.12.1. By Solution
  • 20.12.2. By Application
  • 20.12.3. By Enterprise Size
  • 20.12.4. By Industry
• 20.13. Japan Market
  • 20.13.1. By Solution
  • 20.13.2. By Application
  • 20.13.3. By Enterprise Size
  • 20.13.4. By Industry
• 20.14. South Korea Market
  • 20.14.1. By Solution
  • 20.14.2. By Application
  • 20.14.3. By Enterprise Size
  • 20.14.4. By Industry
• 20.15. India Market
  • 20.15.1. By Solution
  • 20.15.2. By Application
  • 20.15.3. By Enterprise Size
  • 20.15.4. By Industry
• 20.16. Thailand Market
  • 20.16.1. By Solution
  • 20.16.2. By Application
  • 20.16.3. By Enterprise Size
  • 20.16.4. By Industry
• 20.17. Indonesia Market
  • 20.17.1. By Solution
  • 20.17.2. By Application
  • 20.17.3. By Enterprise Size
  • 20.17.4. By Industry
• 20.18. Malaysia Market
  • 20.18.1. By Solution
  • 20.18.2. By Application
  • 20.18.3. By Enterprise Size
  • 20.18.4. By Industry
• 20.19. Oceania Market
  • 20.19.1. By Solution
  • 20.19.2. By Application
  • 20.19.3. By Enterprise Size
  • 20.19.4. By Industry
• 20.20. GCC Countries Market
  • 20.20.1. By Solution
  • 20.20.2. By Application
  • 20.20.3. By Enterprise Size
  • 20.20.4. By Industry
• 20.21. Turkey Market
  • 20.21.1. By Solution
  • 20.21.2. By Application
  • 20.21.3. By Enterprise Size
  • 20.21.4. By Industry
• 20.22. South Africa Market
  • 20.22.1. By Solution
  • 20.22.2. By Application
  • 20.22.3. By Enterprise Size
  • 20.22.4. By Industry

21. Competition Analysis

• 21.1. Competition Dashboard
• 21.2. Key Developments, by Vendors
• 21.3. Key Strategy Dashboard, By Vendors
• 21.4. Competition Deep Dive
  • 21.4.1. IBM Corporation
    • 21.4.1.1. Business Overview
    • 21.4.1.2. Product/Service Portfolio
    • 21.4.1.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.1.4. Key Market Developments
    • 21.4.1.5. Strategy Overview
      • 21.4.1.5.1. Marketing Strategy
      • 21.4.1.5.2. Product Strategy
      • 21.4.1.5.3. Channel Strategy
  • 21.4.2. Microsoft Corporation
    • 21.4.2.1. Business Overview
    • 21.4.2.2. Product/Service Portfolio
    • 21.4.2.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.2.4. Key Market Developments
    • 21.4.2.5. Strategy Overview
      • 21.4.2.5.1. Marketing Strategy
      • 21.4.2.5.2. Product Strategy
      • 21.4.2.5.3. Channel Strategy
  • 21.4.3. Oracle Corporation
    • 21.4.3.1. Business Overview
    • 21.4.3.2. Product/Service Portfolio
    • 21.4.3.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.3.4. Key Market Developments
    • 21.4.3.5. Strategy Overview
      • 21.4.3.5.1. Marketing Strategy
      • 21.4.3.5.2. Product Strategy
      • 21.4.3.5.3. Channel Strategy
  • 21.4.4. Google
    • 21.4.4.1. Business Overview
    • 21.4.4.2. Product/Service Portfolio
    • 21.4.4.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.4.4. Key Market Developments
    • 21.4.4.5. Strategy Overview
      • 21.4.4.5.1. Marketing Strategy
      • 21.4.4.5.2. Product Strategy
      • 21.4.4.5.3. Channel Strategy
  • 21.4.5. SparkCognition, Inc.
    • 21.4.5.1. Business Overview
    • 21.4.5.2. Product/Service Portfolio
    • 21.4.5.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.5.4. Key Market Developments
    • 21.4.5.5. Strategy Overview
      • 21.4.5.5.1. Marketing Strategy
      • 21.4.5.5.2. Product Strategy
      • 21.4.5.5.3. Channel Strategy
  • 21.4.6. Expert System
    • 21.4.6.1. Business Overview
    • 21.4.6.2. Product/Service Portfolio
    • 21.4.6.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.6.4. Key Market Developments
    • 21.4.6.5. Strategy Overview
      • 21.4.6.5.1. Marketing Strategy
      • 21.4.6.5.2. Product Strategy
      • 21.4.6.5.3. Channel Strategy
  • 21.4.7. Cisco Systems, Inc.
    • 21.4.7.1. Business Overview
    • 21.4.7.2. Product/Service Portfolio
    • 21.4.7.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.7.4. Key Market Developments
    • 21.4.7.5. Strategy Overview
      • 21.4.7.5.1. Marketing Strategy
      • 21.4.7.5.2. Product Strategy
      • 21.4.7.5.3. Channel Strategy
  • 21.4.8. SAP
    • 21.4.8.1. Business Overview
    • 21.4.8.2. Product/Service Portfolio
    • 21.4.8.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.8.4. Key Market Developments
    • 21.4.8.5. Strategy Overview
      • 21.4.8.5.1. Marketing Strategy
      • 21.4.8.5.2. Product Strategy
      • 21.4.8.5.3. Channel Strategy
  • 21.4.9. HPE
    • 21.4.9.1. Business Overview
    • 21.4.9.2. Product/Service Portfolio
    • 21.4.9.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.9.4. Key Market Developments
    • 21.4.9.5. Strategy Overview
      • 21.4.9.5.1. Marketing Strategy
      • 21.4.9.5.2. Product Strategy
      • 21.4.9.5.3. Channel Strategy
  • 21.4.10. Marlabs
    • 21.4.10.1. Business Overview
    • 21.4.10.2. Product/Service Portfolio
    • 21.4.10.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.10.4. Key Market Developments
    • 21.4.10.5. Strategy Overview
      • 21.4.10.5.1. Marketing Strategy
      • 21.4.10.5.2. Product Strategy
      • 21.4.10.5.3. Channel Strategy
  • 21.4.11. oppScience (CustomerMatrix)
    • 21.4.11.1. Business Overview
    • 21.4.11.2. Product/Service Portfolio
    • 21.4.11.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.11.4. Key Market Developments
    • 21.4.11.5. Strategy Overview
      • 21.4.11.5.1. Marketing Strategy
      • 21.4.11.5.2. Product Strategy
      • 21.4.11.5.3. Channel Strategy
  • 21.4.12. Numenta
    • 21.4.12.1. Business Overview
    • 21.4.12.2. Product/Service Portfolio
    • 21.4.12.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.12.4. Key Market Developments
    • 21.4.12.5. Strategy Overview
      • 21.4.12.5.1. Marketing Strategy
      • 21.4.12.5.2. Product Strategy
      • 21.4.12.5.3. Channel Strategy
  • 21.4.13. CognitiveScale
    • 21.4.13.1. Business Overview
    • 21.4.13.2. Product/Service Portfolio
    • 21.4.13.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.13.4. Key Market Developments
    • 21.4.13.5. Strategy Overview
      • 21.4.13.5.1. Marketing Strategy
      • 21.4.13.5.2. Product Strategy
      • 21.4.13.5.3. Channel Strategy
  • 21.4.14. e-Zest Solutions
    • 21.4.14.1. Business Overview
    • 21.4.14.2. Product/Service Portfolio
    • 21.4.14.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.14.4. Key Market Developments
    • 21.4.14.5. Strategy Overview
      • 21.4.14.5.1. Marketing Strategy
      • 21.4.14.5.2. Product Strategy
      • 21.4.14.5.3. Channel Strategy
  • 21.4.15. Enterra Solutions
    • 21.4.15.1. Business Overview
    • 21.4.15.2. Product/Service Portfolio
    • 21.4.15.3. Profitability by Market Segments (Business Segment/Region)
    • 21.4.15.4. Key Market Developments
    • 21.4.15.5. Strategy Overview
      • 21.4.15.5.1. Marketing Strategy
      • 21.4.15.5.2. Product Strategy
      • 21.4.15.5.3. Channel Strategy

22. Assumptions and Acronyms Used

23. Research Methodology