查看購物車
  • Simplified Chinese
  • English
  • Japanese
  • Korean
封面
市場調查報告書
商品編碼
1390670

製造業預測分析市場：2023-2028 年全球產業趨勢、佔有率、規模、成長、機會與預測

Manufacturing Predictive Analytics Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028
出版日期: | 出版商: IMARC | 英文 139 Pages | 商品交期: 2-3個工作天內

價格

概要

2022年，全球製造業預測分析市場規模達到11.38億美元。展望未來， IMARC Group預計到2028年該市場將達到34.67億美元，2022-2028年複合年成長率（CAGR）為20.40%。

製造預測分析是指對與製造業中使用的營運、事件和技術相關的資料進行解釋和分析。資料從支援工業物聯網 (IIoT) 的感測器、行動和 Web 應用程式及設備獲取，並儲存在雲端伺服器上。分析涉及庫存備貨、品質監控和異常檢測。它還用於預測機器的操作挑戰和潛在故障、維持品質標準、提高性能、最佳化供應鏈並最大限度地降低成本。製造預測分析提供即時情境感知，有助於數位化營運並加速創新。因此，它在零售、汽車、物流和資訊技術 (IT) 等各個行業中得到了廣泛的應用。

製造預測分析市場趨勢：

全球製造業的快速數字化是推動市場成長的關鍵因素之一。此外，對智慧和可擴展工廠解決方案日益成長的需求正在推動市場成長。製造預測分析使用統計工具和多個資料點來提高產品品質、深入了解市場趨勢並進行預防性維護。與此一致的是，由於冠狀病毒（Covid-19）大流行，對有效遠端監控解決方案的需求不斷成長，也促進了市場的成長。各種技術進步，例如製造技術與人工智慧（AI）、巨量資料和機器學習（ML）解決方案的整合，也是其他成長誘導因素。這些解決方案提供了增強的透明度、內部稽核、詐欺風險管理和改進的管理績效。其他因素，包括工業 4.0 的出現以及商業智慧 (BI) 解決方案的廣泛採用，預計將推動市場成長。

本報告回答的關鍵問題

  • 全球製造業預測分析市場有多大？
  • 2023-2028 年全球製造業預測分析市場的預期成長率為何？
  • 推動全球製造業預測分析市場的關鍵因素是什麼？
  • COVID-19 對全球製造業預測分析市場有何影響？
  • 基於組件的全球製造預測分析市場的細分是什麼？
  • 基於部署模型的全球製造預測分析市場的細分是什麼？
  • 全球製造業預測分析市場的關鍵區域有哪些？
  • 誰是全球製造業預測分析市場的主要參與者/公司？

目錄

第 1 章：前言

第 2 章：範圍與方法

  • 研究目的
  • 利害關係人
  • 資料來源
    • 主要資源
    • 二手資料
  • 市場預測
    • 自下而上的方法
    • 自上而下的方法
  • 預測方法

第 3 章：執行摘要

第 4 章：簡介

  • 概述
  • 主要行業趨勢

第 5 章：全球製造預測分析市場

  • 市場概況
  • 市場業績
  • COVID-19 的影響
  • 市場預測

第 6 章：按成分分類的市場區隔

  • 軟體
    • 市場走向
    • 市場預測
  • 服務
    • 市場走向
    • 市場預測

第 7 章：按部署模式分類的市場

  • 基於雲端
    • 市場走向
    • 市場預測
  • 本地
    • 市場走向
    • 市場預測

第 8 章：按應用分類的市場區隔

  • 需求預測
    • 市場走向
    • 市場預測
  • 機械檢查與維護
    • 市場走向
    • 市場預測
  • 產品開發
    • 市場走向
    • 市場預測
  • 供應鏈管理
    • 市場走向
    • 市場預測
  • 其他
    • 市場走向
    • 市場預測

第 9 章：依最終用途產業分類的市場區隔

  • 半導體和電子
    • 市場走向
    • 市場預測
  • 能源與電力
    • 市場走向
    • 市場預測
  • 製藥
    • 市場走向
    • 市場預測
  • 汽車
    • 市場走向
    • 市場預測
  • 重金屬和機械製造
    • 市場走向
    • 市場預測
  • 其他
    • 市場走向
    • 市場預測

第 10 章：按地區分類的市場細分

  • 北美洲
    • 美國
      • 市場走向
      • 市場預測
    • 加拿大
      • 市場走向
      • 市場預測
  • 亞太
    • 中國
      • 市場走向
      • 市場預測
    • 日本
      • 市場走向
      • 市場預測
    • 印度
      • 市場走向
      • 市場預測
    • 韓國
      • 市場走向
      • 市場預測
    • 澳洲
      • 市場走向
      • 市場預測
    • 印尼
      • 市場走向
      • 市場預測
    • 其他
      • 市場走向
      • 市場預測
  • 歐洲
    • 德國
      • 市場走向
      • 市場預測
    • 法國
      • 市場走向
      • 市場預測
    • 英國
      • 市場走向
      • 市場預測
    • 義大利
      • 市場走向
      • 市場預測
    • 西班牙
      • 市場走向
      • 市場預測
    • 俄羅斯
      • 市場走向
      • 市場預測
    • 其他
      • 市場走向
      • 市場預測
  • 拉丁美洲
    • 巴西
      • 市場走向
      • 市場預測
    • 墨西哥
      • 市場走向
      • 市場預測
    • 其他
      • 市場走向
      • 市場預測
  • 中東和非洲
    • 市場走向
    • 按國家/地區分類的市場細分
    • 市場預測

第 11 章：SWOT 分析

  • 概述
  • 優勢
  • 弱點
  • 機會
  • 威脅

第 12 章：價值鏈分析

第 13 章：波特五力分析

  • 概述
  • 買家的議價能力
  • 供應商的議價能力
  • 競爭程度
  • 新進入者的威脅
  • 替代品的威脅

第 14 章：價格分析

第15章：競爭格局

  • 市場結構
  • 關鍵參與者
  • 關鍵參與者簡介
    • 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.
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

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