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製造業プレディクティブアナリティクス市場：世界の産業動向、シェア、規模、成長、機会、2023-2028年予測

Manufacturing Predictive Analytics 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 139 Pages | 納期: 2～3営業日

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製造業プレディクティブアナリティクス市場：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11月24日
発行: IMARC
ページ情報: 英文 139 Pages
納期: 2～3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

概要

世界の製造業プレディクティブアナリティクス市場規模は、2022年に11億3,800万米ドルに達しました。今後、IMARC Groupは、市場は2028年までに34億6,700万米ドルに達し、2022年から2028年の間に20.40％の成長率（CAGR）を示すと予測しています。

製造業プレディクティブアナリティクスは、製造業で利用される業務、イベント、技術に関連するデータの解釈と分析を指します。データは、モノのインターネット（IIoT）対応のセンサー、モバイル、ウェブアプリケーション、デバイスから取得され、クラウドサーバーに保存されます。分析には、在庫ストック、品質モニタリング、異常検知などが含まれます。また、機械の運用上の課題や故障の可能性の予測、品質基準の維持、パフォーマンスの向上、サプライチェーンの最適化、コストの最小化にも利用されます。製造業プレディクティブアナリティクスは、リアルタイムの状況認識を提供し、業務のデジタル化を支援し、イノベーションを加速します。その結果、小売、自動車、ロジスティクス、情報技術（IT）など、さまざまな業界で幅広く応用されています。

製造業プレディクティブアナリティクス市場動向：

世界中の製造業の急速なデジタル化は、市場の成長を促進する重要な要因の1つです。さらに、スマートでスケーラブルな工場ソリューションに対する要求の高まりが、市場の成長を後押ししています。製造業プレディクティブアナリティクスは、統計ツールと複数のデータポイントを使用して、製品品質の向上、市場動向に関する洞察の獲得、予防保守を実施します。これに伴い、コロナウイルス（COVID-19）の大流行による効果的な遠隔監視ソリューションに対する需要の高まりも市場成長に寄与しています。製造技術と人工知能（AI）、ビッグデータ、機械学習（ML）ソリューションの統合など、さまざまな技術の進歩も成長を促す要因となっています。これらのソリューションは、透明性の強化、内部監査、不正リスク管理、管理パフォーマンスの向上を実現します。その他にも、インダストリー4.0の出現、ビジネスインテリジェンス（BI）ソリューションの広範な採用などが、市場の成長を後押しすると予想されます。

本レポートで扱う主な質問

  • 世界の製造業プレディクティブアナリティクス市場の規模は？
  • 2023年～2028年の世界の製造業プレディクティブアナリティクス市場の予想成長率は？
  • 世界の製造業プレディクティブアナリティクス市場を促進する主な要因は？
  • COVID-19が製造業プレディクティブアナリティクスの世界市場に与えた影響は？
  • 製造業プレディクティブアナリティクスの世界市場のコンポーネント別区分は？
  • 展開モデル別製造業プレディクティブアナリティクスの世界市場の内訳は？
  • 製造業プレディクティブアナリティクスの世界市場における主要地域は？
  • 製造業プレディクティブアナリティクス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
  • 調査手法

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
  • 主要産業動向

第5章 世界の製造業プレディクティブアナリティクス市場

  • 市場概要
  • 市場実績
  • COVID-19の影響
  • 市場予測

第6章 市場内訳：コンポーネント別

  • ソフトウェア
    • 市場動向
    • 市場予測
  • サービス
    • 市場動向
    • 市場予測

第7章 市場内訳：展開モデル別

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

第8章 市場内訳：用途別

  • 需要予測
    • 市場動向
    • 市場予測
  • 機械検査とメンテナンス
    • 市場動向
    • 市場予測
  • 製品開発
    • 市場動向
    • 市場予測
  • サプライチェーンマネジメント
    • 市場動向
    • 市場予測
  • その他
    • 市場動向
    • 市場予測

第9章 市場内訳：最終用途産業別

  • 半導体・エレクトロニクス
    • 市場動向
    • 市場予測
  • エネルギー・電力
    • 市場動向
    • 市場予測
  • 医薬品
    • 市場動向
    • 市場予測
  • 自動車
    • 市場動向
    • 市場予測
  • 重金属と機械製造
    • 市場動向
    • 市場予測
  • その他
    • 市場動向
    • 市場予測

第10章 市場内訳：地域別

  • 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
    • 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
    • 市場内訳：国別
    • 市場予測

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
  • 競合の程度
  • 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
    • Alteryx Inc.
    • BRIDGEi2i Analytics
    • Cisco Systems Inc.
    • Civis Analytics
    • FICO
    • International Business Machines Corporation
    • Microsoft Corporation
    • Oracle Corporation
    • RapidMiner Inc.
    • SAP SE
    • SAS Institute Inc.
    • TIBCO Software Inc.
図表

List of Figures

  • Figure 1: Global: Manufacturing Predictive Analytics Market: Major Drivers and Challenges
  • Figure 2: Global: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017-2022
  • Figure 3: Global: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 4: Global: Manufacturing Predictive Analytics Market: Breakup by Component (in %), 2022
  • Figure 5: Global: Manufacturing Predictive Analytics Market: Breakup by Deployment Model (in %), 2022
  • Figure 6: Global: Manufacturing Predictive Analytics Market: Breakup by Application (in %), 2022
  • Figure 7: Global: Manufacturing Predictive Analytics Market: Breakup by End Use Industry (in %), 2022
  • Figure 8: Global: Manufacturing Predictive Analytics Market: Breakup by Region (in %), 2022
  • Figure 9: Global: Manufacturing Predictive Analytics (Software) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 10: Global: Manufacturing Predictive Analytics (Software) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 11: Global: Manufacturing Predictive Analytics (Services) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 12: Global: Manufacturing Predictive Analytics (Services) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 13: Global: Manufacturing Predictive Analytics (Cloud-based) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 14: Global: Manufacturing Predictive Analytics (Cloud-based) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 15: Global: Manufacturing Predictive Analytics (On-premises) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 16: Global: Manufacturing Predictive Analytics (On-premises) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 17: Global: Manufacturing Predictive Analytics (Demand Forecasting) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 18: Global: Manufacturing Predictive Analytics (Demand Forecasting) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 19: Global: Manufacturing Predictive Analytics (Machinery Inspection and Maintenance) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 20: Global: Manufacturing Predictive Analytics (Machinery Inspection and Maintenance) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 21: Global: Manufacturing Predictive Analytics (Product Development) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 22: Global: Manufacturing Predictive Analytics (Product Development) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 23: Global: Manufacturing Predictive Analytics (Supply Chain Management) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 24: Global: Manufacturing Predictive Analytics (Supply Chain Management) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 25: Global: Manufacturing Predictive Analytics (Other Applications) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 26: Global: Manufacturing Predictive Analytics (Other Applications) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 27: Global: Manufacturing Predictive Analytics (Semiconductor and Electronics) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 28: Global: Manufacturing Predictive Analytics (Semiconductor and Electronics) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 29: Global: Manufacturing Predictive Analytics (Energy and Power) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 30: Global: Manufacturing Predictive Analytics (Energy and Power) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 31: Global: Manufacturing Predictive Analytics (Pharmaceutical) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 32: Global: Manufacturing Predictive Analytics (Pharmaceutical) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 33: Global: Manufacturing Predictive Analytics (Automobile) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 34: Global: Manufacturing Predictive Analytics (Automobile) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 35: Global: Manufacturing Predictive Analytics (Heavy Metal and Machine Manufacturing) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 36: Global: Manufacturing Predictive Analytics (Heavy Metal and Machine Manufacturing) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 37: Global: Manufacturing Predictive Analytics (Other End Use Industries) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 38: Global: Manufacturing Predictive Analytics (Other End Use Industries) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 39: North America: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 40: North America: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 41: United States: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 42: United States: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 43: Canada: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 44: Canada: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 45: Asia-Pacific: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 46: Asia-Pacific: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 47: China: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 48: China: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 49: Japan: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 50: Japan: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 51: India: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 52: India: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 53: South Korea: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 54: South Korea: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 55: Australia: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 56: Australia: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 57: Indonesia: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 58: Indonesia: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 59: Others: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 60: Others: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 61: Europe: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 62: Europe: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 63: Germany: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 64: Germany: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 65: France: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 66: France: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 67: United Kingdom: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 68: United Kingdom: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 69: Italy: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 70: Italy: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 71: Spain: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 72: Spain: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 73: Russia: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 74: Russia: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 75: Others: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 76: Others: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 77: Latin America: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 78: Latin America: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 79: Brazil: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 80: Brazil: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 81: Mexico: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 82: Mexico: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 83: Others: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 84: Others: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 85: Middle East and Africa: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 86: Middle East and Africa: Manufacturing Predictive Analytics Market: Breakup by Country (in %), 2022
  • Figure 87: Middle East and Africa: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 88: Global: Manufacturing Predictive Analytics Industry: SWOT Analysis
  • Figure 89: Global: Manufacturing Predictive Analytics Industry: Value Chain Analysis
  • Figure 90: Global: Manufacturing Predictive Analytics Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Manufacturing Predictive Analytics Market: Key Industry Highlights, 2022 and 2028
  • Table 2: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by Component (in Million US$), 2023-2028
  • Table 3: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by Deployment Model (in Million US$), 2023-2028
  • Table 4: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by Application (in Million US$), 2023-2028
  • Table 5: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by End Use Industry (in Million US$), 2023-2028
  • Table 6: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by Region (in Million US$), 2023-2028
  • Table 7: Global: Manufacturing Predictive Analytics Market: Competitive Structure
  • Table 8: Global: Manufacturing Predictive Analytics Market: Key Players
目次
Product Code: SR112023A4480

Abstract

The global manufacturing predictive analytics market size reached US$ 1,138 Million in 2022. Looking forward, IMARC Group expects the market to reach US$ 3,467 Million by 2028, exhibiting a growth rate (CAGR) of 20.40% during 2022-2028.

Manufacturing predictive analytics refers to the interpretation and analysis of data related to the operations, events and technologies utilized in the manufacturing industry. The data is obtained from the Industrial Internet of Things (IIoT)-enabled sensors, mobile and web applications and devices and is stored on the cloud server. The analysis involves inventory stocking, quality monitoring and anomaly detection. It is also used for predicting operational challenges and potential breakdowns in the machinery, maintaining quality standards, improving performance, optimizing supply chains and minimizing costs. Manufacturing predictive analytics offers real-time contextual awareness, aids in digitizing the operations and accelerating innovation. As a result, it finds extensive applications across various industries, including retail, automotive, logistics and information technology (IT).

Manufacturing Predictive Analytics Market Trends:

The rapid digitization of the manufacturing industry across the globe is one of the key factors driving the growth of the market. Moreover, the increasing requirement for smart and scalable factory solutions is providing a thrust to the market growth. Manufacturing predictive analytics uses statistical tools and multiple data points to improve product quality, gain insights regarding the market trends and conduct preventive maintenance. In line with this, the rising demand for effective remote monitoring solutions due to the coronavirus (Covid-19) pandemic is also contributing to the market growth. Various technological advancements, such as the integration of manufacturing technologies with artificial intelligence (AI), big data and machine learning (ML) solutions, are acting as other growth-inducing factors. These solutions provide enhanced transparency, internal audits, fraud risk management and improved administrative performance. Other factors, including the emergence of Industry 4.0, along with the widespread adoption of business intelligence (BI) solutions, are anticipated to drive the market toward growth.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global manufacturing predictive analytics market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on component, deployment model, application and end use industry.

Breakup by Component:

Software

Services

Breakup by Deployment Model:

Cloud-based

On-premises

Breakup by Application:

Demand Forecasting

Machinery Inspection and Maintenance

Product Development

Supply Chain Management

Others

Breakup by End Use Industry:

Semiconductor and Electronics

Energy and Power

Pharmaceutical

Automobile

Heavy Metal and Machine Manufacturing

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 Alteryx Inc., BRIDGEi2i Analytics, Cisco Systems Inc., Civis Analytics, FICO, International Business Machines Corporation, Microsoft Corporation, Oracle Corporation, RapidMiner Inc., SAP SE, SAS Institute Inc. and TIBCO Software Inc.

Key Questions Answered in This Report

  • 1. How big is the global manufacturing predictive analytics market?
  • 2. What is the expected growth rate of the global manufacturing predictive analytics market during 2023-2028?
  • 3. What are the key factors driving the global manufacturing predictive analytics market?
  • 4. What has been the impact of COVID-19 on the global manufacturing predictive analytics market?
  • 5. What is the breakup of the global manufacturing predictive analytics market based on the component?
  • 6. What is the breakup of the global manufacturing predictive analytics market based on the deployment model?
  • 7. What are the key regions in the global manufacturing predictive analytics market?
  • 8. Who are the key players/companies in the global manufacturing predictive analytics 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 Manufacturing Predictive Analytics Market

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

6 Market Breakup by Component

  • 6.1 Software
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Services
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast

7 Market Breakup by Deployment Model

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

8 Market Breakup by Application

  • 8.1 Demand Forecasting
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Machinery Inspection and Maintenance
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast
  • 8.3 Product Development
    • 8.3.1 Market Trends
    • 8.3.2 Market Forecast
  • 8.4 Supply Chain Management
    • 8.4.1 Market Trends
    • 8.4.2 Market Forecast
  • 8.5 Others
    • 8.5.1 Market Trends
    • 8.5.2 Market Forecast

9 Market Breakup by End Use Industry

  • 9.1 Semiconductor and Electronics
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Energy and Power
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast
  • 9.3 Pharmaceutical
    • 9.3.1 Market Trends
    • 9.3.2 Market Forecast
  • 9.4 Automobile
    • 9.4.1 Market Trends
    • 9.4.2 Market Forecast
  • 9.5 Heavy Metal and Machine Manufacturing
    • 9.5.1 Market Trends
    • 9.5.2 Market Forecast
  • 9.6 Others
    • 9.6.1 Market Trends
    • 9.6.2 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 Alteryx Inc.
      • 15.3.1.1 Company Overview
      • 15.3.1.2 Product Portfolio
      • 15.3.1.3 Financials
    • 15.3.2 BRIDGEi2i Analytics
      • 15.3.2.1 Company Overview
      • 15.3.2.2 Product Portfolio
    • 15.3.3 Cisco Systems Inc.
      • 15.3.3.1 Company Overview
      • 15.3.3.2 Product Portfolio
      • 15.3.3.3 Financials
      • 15.3.3.4 SWOT Analysis
    • 15.3.4 Civis Analytics
      • 15.3.4.1 Company Overview
      • 15.3.4.2 Product Portfolio
    • 15.3.5 FICO
      • 15.3.5.1 Company Overview
      • 15.3.5.2 Product Portfolio
      • 15.3.5.3 Financials
      • 15.3.5.4 SWOT Analysis
    • 15.3.6 International Business Machines Corporation
      • 15.3.6.1 Company Overview
      • 15.3.6.2 Product Portfolio
      • 15.3.6.3 Financials
      • 15.3.6.4 SWOT Analysis
    • 15.3.7 Microsoft 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 Oracle Corporation
      • 15.3.8.1 Company Overview
      • 15.3.8.2 Product Portfolio
      • 15.3.8.3 Financials
      • 15.3.8.4 SWOT Analysis
    • 15.3.9 RapidMiner Inc.
      • 15.3.9.1 Company Overview
      • 15.3.9.2 Product Portfolio
    • 15.3.10 SAP SE
      • 15.3.10.1 Company Overview
      • 15.3.10.2 Product Portfolio
      • 15.3.10.3 Financials
      • 15.3.10.4 SWOT Analysis
    • 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 TIBCO Software Inc.
      • 15.3.12.1 Company Overview
      • 15.3.12.2 Product Portfolio
      • 15.3.12.3 SWOT Analysis