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コグニティブコンピューティング市場：世界の産業動向、シェア、規模、成長機会、2023-2028年予測

Cognitive Computing Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028
出版日: | 発行: IMARC | ページ情報: 英文 143 Pages | 納期: 2～3営業日

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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=157.14円
コグニティブコンピューティング市場：世界の産業動向、シェア、規模、成長機会、2023-2028年予測
出版日: 2023年05月29日
発行: IMARC
ページ情報: 英文 143 Pages
納期: 2～3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

市場概要：

世界のコグニティブコンピューティング市場規模は、2022年に328億米ドルに達しました。今後、IMARC Groupは、2023年から2028年の間に25%の成長率（CAGR）を示し、2028年までに1,388億米ドルに達すると予測しています。

コグニティブコンピューティング（CC）は、人工知能（AI）、機械学習（ML）、自然言語理解（NLU）、音声・画像認識、会話型ヒューマンインターフェース、分散・高性能コンピューティングに依存しています。データ収集と解釈、トラブルシューティングとエラー検出、顧客維持の向上を企業に提供します。また、情報に基づいた戦略的な意思決定、賢明な財務判断、効率性の向上、コスト削減の促進を支援します。その結果、コグニティブコンピューティングは、小売、通信、銀行、金融サービス、保険（BFSI）など、数多くの業界で幅広く活用されています。

コグニティブコンピューティングの市場動向：

世界中の中小企業で最先端技術の導入が進んでいることは、市場の成長を促す重要な要因のひとつです。さらに、CCソリューションは、膨大なデータを迅速に処理し、カスタマイズされたスマートな推奨事項を生成することで、医療従事者の疾病診断を支援するため、ヘルスケア産業で採用されています。また、これらのソリューションは、患者に対してより良い治療方針を提供するのに役立ちます。さらに、ライフスタイルや行動変容の管理など、パーソナライズされた健康介入プログラムの提供の改善にも役立っています。このほか、試合や競合の最中にアスリートに実用的なスポーツのヒントを提供したり、投資戦略家に情報を活用してマーケットで売買する際の意思決定を助言したりする用途でも、ますます活用が進んでいます。さらに、リアルタイムでリスクを評価し、正確な結果を出すことや、顧客や労働者と対話するために人間の言葉を理解することにも活用されます。CCソリューションは、構造化・非構造化データのマイニングや、人間による考察のための仮説や説明の提供にも有効です。このことは、情報技術（IT）産業の繁栄と相まって、今後数年間、市場を牽引すると予測されます。

本レポートで回答した主な質問

  • 2022年の世界のコグニティブコンピューティングの市場規模は？
  • 2023年～2028年の世界のコグニティブコンピューティング市場の成長率はどのくらいと予想されますか？
  • COVID-19は世界のコグニティブコンピューティング市場にどのような影響を与えているか？
  • 世界のコグニティブコンピューティング市場を牽引する主要因は何か？
  • 技術に基づく世界のコグニティブコンピューティング市場の内訳は？
  • 展開タイプに基づく世界のコグニティブコンピューティング市場の内訳は？
  • 企業規模に基づくコグニティブコンピューティングの世界市場の内訳は？
  • 業種に基づくコグニティブコンピューティングの世界市場の内訳は？
  • コグニティブコンピューティングの世界市場における主要地域はどこか？
  • コグニティブコンピューティングの世界市場における主要プレイヤー/企業は？

目次

第1章 序文

第2章 調査範囲と調査手法

  • 調査目的
  • 利害関係者
  • データソース
    • 一次情報
    • 二次情報
  • 市場推定
    • ボトムアップアプローチ
    • トップダウンアプローチ
  • 予測手法

第3章 エグゼクティブサマリー

第4章 イントロダクション

  • 概要
  • 主要な業界動向

第5章 コグニティブコンピューティングの世界市場

  • 市場概要
  • 市場実績
  • COVID-19のインパクト
  • 市場予測

第6章 技術別市場内訳

  • 自然言語処理
    • 市場動向
    • 市場予測
  • 機械学習
    • 市場動向
    • 市場予測
  • 自動推論
    • 市場動向
    • 市場予測
  • その他
    • 市場動向
    • 市場予測

第7章 展開タイプ別市場内訳

  • オンプレミス
    • 市場動向
    • 市場予測
  • クラウド
    • 市場動向
    • 市場予測

第8章 企業規模別市場内訳

  • 中小企業
    • 市場動向
    • 市場予測
  • 大企業
    • 市場動向
    • 市場予測

第9章 業種別市場内訳

  • ヘルスケア
    • 市場動向
    • 市場予測
  • BFSI市場
    • 市場動向
    • 市場予測
  • 小売業
    • 市場動向
    • 市場予測
  • 政府
    • 市場動向
    • 市場予測
  • IT・通信
    • 市場動向
    • 市場予測
  • エネルギー・電力
    • 市場動向
    • 市場予測
  • その他
    • 市場動向
    • 市場予測

第10章 地域別市場内訳

  • 北米
    • 米国
      • 市場動向
      • 市場予測
    • カナダ
      • 市場動向
      • 市場予測
  • アジア太平洋地域
    • 中国
      • 市場動向
      • 市場予測
    • 日本
      • 市場動向
      • 市場予測
    • インド
      • 市場動向
      • 市場予測
    • 韓国
      • 市場動向
      • 市場予測
    • オーストラリア
      • 市場動向
      • 市場予測
    • インドネシア
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • 欧州
    • ドイツ
      • 市場動向
      • 市場予測
    • フランス
      • 市場動向
      • 市場予測
    • 英国
      • 市場動向
      • 市場予測
    • イタリア
      • 市場動向
      • 市場予測
    • スペイン
      • 市場動向
      • 市場予測
    • ロシア
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • ラテンアメリカ
    • ブラジル
      • 市場動向
      • 市場予測
    • メキシコ
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • 中東・アフリカ地域
    • 市場動向
    • 国別市場内訳
    • 市場展望

第11章 SWOT分析

  • 概要
  • 強み
  • 弱み
  • 機会
  • 脅威

第12章 バリューチェーン分析

第13章 ポーターのファイブフォース分析

  • 概要
  • 買い手の交渉力
  • 供給企業の交渉力
  • 競合の度合い
  • 新規参入業者の脅威
  • 代替品の脅威

第14章 価格分析

第15章 競合情勢

  • 市場構造
  • 主要企業
  • 主要企業のプロファイル
    • Acuiti Group
    • Cisco Systems Inc.
    • Enterra Solutions LLC
    • Expert .AI
    • e-Zest Solutions Ltd
    • Google LLC（Alphabet Inc.）
    • International Business Machines Corporation
    • Marlabs LLC
    • Microsoft Corporation
    • Red Skios Ltd.
    • Sas Institute Inc.
    • Tata Consultancy Services Ltd.
    • Vantage Labs LLC
    • Virtusa Corporation
図表

List of Figures

  • Figure 1: Global: Cognitive Computing Market: Major Drivers and Challenges
  • Figure 2: Global: Cognitive Computing Market: Sales Value (in Billion US$), 2017-2022
  • Figure 3: Global: Cognitive Computing Market Forecast: Sales Value (in Billion US$), 2023-2028
  • Figure 4: Global: Cognitive Computing Market: Breakup by Technology (in %), 2022
  • Figure 5: Global: Cognitive Computing Market: Breakup by Deployment Type (in %), 2022
  • Figure 6: Global: Cognitive Computing Market: Breakup by Enterprise Size (in %), 2022
  • Figure 7: Global: Cognitive Computing Market: Breakup by Industry Vertical (in %), 2022
  • Figure 8: Global: Cognitive Computing Market: Breakup by Region (in %), 2022
  • Figure 9: Global: Cognitive Computing (Natural Language Processing) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 10: Global: Cognitive Computing (Natural Language Processing) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 11: Global: Cognitive Computing (Machine Learning) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 12: Global: Cognitive Computing (Machine Learning) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 13: Global: Cognitive Computing (Automated Reasoning) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 14: Global: Cognitive Computing (Automated Reasoning) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 15: Global: Cognitive Computing (Other Technologies) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 16: Global: Cognitive Computing (Other Technologies) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 17: Global: Cognitive Computing (On-premises) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 18: Global: Cognitive Computing (On-premises) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 19: Global: Cognitive Computing (Cloud-based) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 20: Global: Cognitive Computing (Cloud-based) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 21: Global: Cognitive Computing (Small and Medium-sized Enterprises) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 22: Global: Cognitive Computing (Small and Medium-sized Enterprises) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 23: Global: Cognitive Computing (Large Enterprises) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 24: Global: Cognitive Computing (Large Enterprises) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 25: Global: Cognitive Computing (Healthcare) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 26: Global: Cognitive Computing (Healthcare) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 27: Global: Cognitive Computing (BFSI) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 28: Global: Cognitive Computing (BFSI) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 29: Global: Cognitive Computing (Retail) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 30: Global: Cognitive Computing (Retail) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 31: Global: Cognitive Computing (Government) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 32: Global: Cognitive Computing (Government) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 33: Global: Cognitive Computing (IT and Telecom) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 34: Global: Cognitive Computing (IT and Telecom) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 35: Global: Cognitive Computing (Energy and Power) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 36: Global: Cognitive Computing (Energy and Power) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 37: Global: Cognitive Computing (Other Industry Verticals) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 38: Global: Cognitive Computing (Other Industry Verticals) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 39: North America: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 40: North America: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 41: United States: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 42: United States: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 43: Canada: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 44: Canada: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 45: Asia-Pacific: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 46: Asia-Pacific: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 47: China: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 48: China: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 49: Japan: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 50: Japan: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 51: India: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 52: India: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 53: South Korea: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 54: South Korea: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 55: Australia: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 56: Australia: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 57: Indonesia: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 58: Indonesia: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 59: Others: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 60: Others: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 61: Europe: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 62: Europe: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 63: Germany: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 64: Germany: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 65: France: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 66: France: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 67: United Kingdom: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 68: United Kingdom: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 69: Italy: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 70: Italy: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 71: Spain: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 72: Spain: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 73: Russia: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 74: Russia: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 75: Others: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 76: Others: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 77: Latin America: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 78: Latin America: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 79: Brazil: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 80: Brazil: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 81: Mexico: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 82: Mexico: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 83: Others: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 84: Others: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 85: Middle East and Africa: Cognitive Computing Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 86: Middle East and Africa: Cognitive Computing Market: Breakup by Country (in %), 2022
  • Figure 87: Middle East and Africa: Cognitive Computing Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 88: Global: Cognitive Computing Industry: SWOT Analysis
  • Figure 89: Global: Cognitive Computing Industry: Value Chain Analysis
  • Figure 90: Global: Cognitive Computing Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Cognitive Computing Market: Key Industry Highlights, 2022 and 2028
  • Table 2: Global: Cognitive Computing Market Forecast: Breakup by Technology (in Million US$), 2023-2028
  • Table 3: Global: Cognitive Computing Market Forecast: Breakup by Deployment Type (in Million US$), 2023-2028
  • Table 4: Global: Cognitive Computing Market Forecast: Breakup by Enterprise Size (in Million US$), 2023-2028
  • Table 5: Global: Cognitive Computing Market Forecast: Breakup by Industry Vertical (in Million US$), 2023-2028
  • Table 6: Global: Cognitive Computing Market Forecast: Breakup by Region (in Million US$), 2023-2028
  • Table 7: Global: Cognitive Computing Market: Competitive Structure
  • Table 8: Global: Cognitive Computing Market: Key Players
目次
Product Code: SR112023A5414

Market Overview:

The global cognitive computing market size reached US$ 32.8 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 138.8 Billion by 2028, exhibiting a growth rate (CAGR) of 25% during 2023-2028.

Cognitive computing (CC) relies on artificial intelligence (AI), machine learning (ML), natural language understanding (NLU), speech and image recognition, conversant human interface, and distributed and high-performance computing. It offers improved data collection and interpretation, troubleshooting and error detection, and enhanced customer retention to businesses. It also assists in informed and strategic decision-making, smart financial decisions, improving efficiency, and increasing cost savings. As a result, CC finds extensive applications in numerous industry verticals, such as retail, telecommunications, and banking, financial services and insurance (BFSI).

Cognitive Computing Market Trends:

The rising adoption of cutting-edge technologies in small and medium-sized enterprises (SMEs) across the globe represents one of the key factors impelling the growth of the market. Moreover, CC solutions are employed in the healthcare industry as they aid medical professionals in disease diagnosis by processing enormous data rapidly and generating customized smart recommendations. These solutions also aid in providing a better course of treatment for patients. Apart from this, they help improve the delivery of personalized health intervention programs, including lifestyle/behavioral change management. Besides this, they are increasingly being used in delivering actionable sporting tips to athletes during a game or competition and advising investment strategists on leveraging information to make decisions while buying or selling in a marketplace. In addition, they can be utilized in assessing risks in real-time, producing accurate results, and understanding human language to interact with customers and workers. CC solutions are also useful in mining structured and unstructured data and offering hypotheses and explanations for consideration by humans. This, coupled with the thriving information technology (IT) industry, is projected to drive the market in the coming years.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global cognitive computing market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on technology, deployment type, enterprise size and industry vertical.

Breakup by Technology:

  • Natural Language Processing
  • Machine Learning
  • Automated Reasoning
  • Others

Breakup by Deployment Type:

  • On-premises
  • Cloud-based

Breakup by Enterprise Size:

  • Small and Medium-sized Enterprises
  • Large Enterprises

Breakup by Industry Vertical:

  • Healthcare
  • BFSI
  • Retail
  • Government
  • IT and Telecom
  • Energy and Power
  • Others

Breakup by Region:

  • North America
    • United States
    • Canada
  • Asia-Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Indonesia
    • Others
  • Europe
    • Germany
    • France
    • United Kingdom
    • Italy
    • Spain
    • Russia
    • Others
  • Latin America
    • Brazil
    • Mexico
    • Others
  • Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being Acuiti Group, Cisco Systems Inc., Enterra Solutions LLC, Expert .AI, e-Zest Solutions Ltd, Google LLC (Alphabet Inc.), International Business Machines Corporation, Marlabs LLC, Microsoft Corporation, Red Skios Ltd., Sas Institute Inc., Tata Consultancy Services Ltd., Vantage Labs LLC and Virtusa Corporation.

Key Questions Answered in This Report:

  • What was the size of the global cognitive computing market in 2022?
  • What is the expected growth rate of the global cognitive computing market during 2023-2028?
  • What has been the impact of COVID-19 on the global cognitive computing market?
  • What are the key factors driving the global cognitive computing market?
  • What is the breakup of the global cognitive computing market based on the technology?
  • What is the breakup of the global cognitive computing market based on the deployment type?
  • What is the breakup of the global cognitive computing market based on enterprise size?
  • What is the breakup of the global cognitive computing market based on the industry vertical?
  • What are the key regions in the global cognitive computing market?
  • Who are the key players/companies in the global cognitive computing market?

Table of Contents

1   Preface

2   Scope and Methodology

  • 2.1  Objectives of the Study
  • 2.2  Stakeholders
  • 2.3  Data Sources
    • 2.3.1  Primary Sources
    • 2.3.2  Secondary Sources
  • 2.4  Market Estimation
    • 2.4.1  Bottom-Up Approach
    • 2.4.2  Top-Down Approach
  • 2.5  Forecasting Methodology

3   Executive Summary

4   Introduction

  • 4.1  Overview
  • 4.2  Key Industry Trends

5   Global Cognitive Computing Market

  • 5.1  Market Overview
  • 5.2  Market Performance
  • 5.3  Impact of COVID-19
  • 5.4  Market Forecast

6   Market Breakup by Technology

  • 6.1  Natural Language Processing
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2  Machine Learning
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast
  • 6.3  Automated Reasoning
    • 6.3.1 Market Trends
    • 6.3.2 Market Forecast
  • 6.4  Others
    • 6.4.1 Market Trends
    • 6.4.2 Market Forecast

7   Market Breakup by Deployment Type

  • 7.1  On-premises
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2  Cloud-based
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast

8   Market Breakup by Enterprise Size

  • 8.1  Small and Medium-sized Enterprises
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2  Large Enterprises
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast

9   Market Breakup by Industry Vertical

  • 9.1  Healthcare
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2  BFSI
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast
  • 9.3  Retail
    • 9.3.1 Market Trends
    • 9.3.2 Market Forecast
  • 9.4  Government
    • 9.4.1 Market Trends
    • 9.4.2 Market Forecast
  • 9.5  IT and Telecom
    • 9.5.1 Market Trends
    • 9.5.2 Market Forecast
  • 9.6  Energy and Power
    • 9.6.1 Market Trends
    • 9.6.2 Market Forecast
  • 9.7  Others
    • 9.7.1 Market Trends
    • 9.7.2 Market Forecast

10  Market Breakup by Region

  • 10.1  North America
    • 10.1.1 United States
      • 10.1.1.1 Market Trends
      • 10.1.1.2 Market Forecast
    • 10.1.2 Canada
      • 10.1.2.1 Market Trends
      • 10.1.2.2 Market Forecast
  • 10.2  Asia-Pacific
    • 10.2.1 China
      • 10.2.1.1 Market Trends
      • 10.2.1.2 Market Forecast
    • 10.2.2 Japan
      • 10.2.2.1 Market Trends
      • 10.2.2.2 Market Forecast
    • 10.2.3 India
      • 10.2.3.1 Market Trends
      • 10.2.3.2 Market Forecast
    • 10.2.4 South Korea
      • 10.2.4.1 Market Trends
      • 10.2.4.2 Market Forecast
    • 10.2.5 Australia
      • 10.2.5.1 Market Trends
      • 10.2.5.2 Market Forecast
    • 10.2.6 Indonesia
      • 10.2.6.1 Market Trends
      • 10.2.6.2 Market Forecast
    • 10.2.7 Others
      • 10.2.7.1 Market Trends
      • 10.2.7.2 Market Forecast
  • 10.3  Europe
    • 10.3.1 Germany
      • 10.3.1.1 Market Trends
      • 10.3.1.2 Market Forecast
    • 10.3.2 France
      • 10.3.2.1 Market Trends
      • 10.3.2.2 Market Forecast
    • 10.3.3 United Kingdom
      • 10.3.3.1 Market Trends
      • 10.3.3.2 Market Forecast
    • 10.3.4 Italy
      • 10.3.4.1 Market Trends
      • 10.3.4.2 Market Forecast
    • 10.3.5 Spain
      • 10.3.5.1 Market Trends
      • 10.3.5.2 Market Forecast
    • 10.3.6 Russia
      • 10.3.6.1 Market Trends
      • 10.3.6.2 Market Forecast
    • 10.3.7 Others
      • 10.3.7.1 Market Trends
      • 10.3.7.2 Market Forecast
  • 10.4  Latin America
    • 10.4.1 Brazil
      • 10.4.1.1 Market Trends
      • 10.4.1.2 Market Forecast
    • 10.4.2 Mexico
      • 10.4.2.1 Market Trends
      • 10.4.2.2 Market Forecast
    • 10.4.3 Others
      • 10.4.3.1 Market Trends
      • 10.4.3.2 Market Forecast
  • 10.5  Middle East and Africa
    • 10.5.1 Market Trends
    • 10.5.2 Market Breakup by Country
    • 10.5.3 Market Forecast

11  SWOT Analysis

  • 11.1  Overview
  • 11.2  Strengths
  • 11.3  Weaknesses
  • 11.4  Opportunities
  • 11.5  Threats

12  Value Chain Analysis

13  Porters Five Forces Analysis

  • 13.1  Overview
  • 13.2  Bargaining Power of Buyers
  • 13.3  Bargaining Power of Suppliers
  • 13.4  Degree of Competition
  • 13.5  Threat of New Entrants
  • 13.6  Threat of Substitutes

14  Price Analysis

15  Competitive Landscape

  • 15.1  Market Structure
  • 15.2  Key Players
  • 15.3  Profiles of Key Players
    • 15.3.1  Acuiti Group
      • 15.3.1.1 Company Overview
      • 15.3.1.2 Product Portfolio
    • 15.3.2  Cisco Systems Inc.
      • 15.3.2.1 Company Overview
      • 15.3.2.2 Product Portfolio
      • 15.3.2.3 Financials
      • 15.3.2.4 SWOT Analysis
    • 15.3.3  Enterra Solutions LLC
      • 15.3.3.1 Company Overview
      • 15.3.3.2 Product Portfolio
    • 15.3.4  Expert .AI
      • 15.3.4.1 Company Overview
      • 15.3.4.2 Product Portfolio
      • 15.3.4.3 Financials
    • 15.3.5  e-Zest Solutions Ltd
      • 15.3.5.1 Company Overview
      • 15.3.5.2 Product Portfolio
    • 15.3.6  Google LLC (Alphabet Inc.)
      • 15.3.6.1 Company Overview
      • 15.3.6.2 Product Portfolio
      • 15.3.6.3 SWOT Analysis
    • 15.3.7  International Business Machines Corporation
      • 15.3.7.1 Company Overview
      • 15.3.7.2 Product Portfolio
      • 15.3.7.3 Financials
      • 15.3.7.4 SWOT Analysis
    • 15.3.8  Marlabs LLC
      • 15.3.8.1 Company Overview
      • 15.3.8.2 Product Portfolio
    • 15.3.9  Microsoft Corporation
      • 15.3.9.1 Company Overview
      • 15.3.9.2 Product Portfolio
      • 15.3.9.3 Financials
      • 15.3.9.4 SWOT Analysis
    • 15.3.10  Red Skios Ltd.
      • 15.3.10.1 Company Overview
      • 15.3.10.2 Product Portfolio
    • 15.3.11  Sas Institute Inc.
      • 15.3.11.1 Company Overview
      • 15.3.11.2 Product Portfolio
      • 15.3.11.3 SWOT Analysis
    • 15.3.12  Tata Consultancy Services Ltd.
      • 15.3.12.1 Company Overview
      • 15.3.12.2 Product Portfolio
      • 15.3.12.3 Financials
      • 15.3.12.4 SWOT Analysis
    • 15.3.13  Vantage Labs LLC
      • 15.3.13.1 Company Overview
      • 15.3.13.2 Product Portfolio
    • 15.3.14  Virtusa Corporation
      • 15.3.14.1 Company Overview
      • 15.3.14.2 Product Portfolio
      • 15.3.14.3 SWOT Analysis