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1390670

製造业预测分析市场：2023-2028 年全球产业趋势、份额、规模、成长、机会与预测

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个工作天内

价格

抽象的

2022年，全球製造业预测分析市场规模达到11.38亿美元。展望未来， IMARC Group预计到2028年该市场将达到34.67亿美元，2022-2028年复合年增长率（CAGR）为20.40%。

製造预测分析是指对与製造业中使用的营运、事件和技术相关的资料进行解释和分析。资料从支援工业物联网 (IIoT) 的传感器、行动和 Web 应用程式及设备获取，并储存在云端伺服器上。分析涉及库存备货、品质监控和异常检测。它还用于预测机器的操作挑战和潜在故障、维持品质标准、提高性能、优化供应链并最大限度地降低成本。製造预测分析提供即时情境感知，有助于数位化营运并加速创新。因此，它在零售、汽车、物流和资讯技术 (IT) 等各个行业中得到了广泛的应用。

製造预测分析市场趋势：

全球製造业的快速数字化是推动市场成长的关键因素之一。此外，对智慧和可扩展工厂解决方案日益增长的需求正在推动市场成长。製造预测分析使用统计工具和多个资料点来提高产品品质、深入了解市场趋势并进行预防性维护。与此一致的是，由于冠状病毒（Covid-19）大流行，对有效远端监控解决方案的需求不断增长，也促进了市场的成长。各种技术进步，例如製造技术与人工智慧（AI）、巨量资料和机器学习（ML）解决方案的集成，也是其他成长诱导因素。这些解决方案提供了增强的透明度、内部稽核、诈欺风险管理和改进的管理绩效。其他因素，包括工业 4.0 的出现以及商业智慧 (BI) 解决方案的广泛采用，预计将推动市场成长。

本报告回答的关键问题

  • 全球製造业预测分析市场有多大？
  • 2023-2028 年全球製造业预测分析市场的预期成长率为何？
  • 推动全球製造业预测分析市场的关键因素是什么？
  • COVID-19 对全球製造业预测分析市场有何影响？
  • 基于组件的全球製造预测分析市场的细分是什么？
  • 基于部署模型的全球製造预测分析市场的细分是什么？
  • 全球製造业预测分析市场的关键区域有哪些？
  • 谁是全球製造业预测分析市场的主要参与者/公司？

目录

第一章：前言

第 2 章：范围与方法

  • 研究目的
  • 利害关係人
  • 资料来源
    • 主要资源
    • 二手资料
  • 市场预测
    • 自下而上的方法
    • 自上而下的方法
  • 预测方法

第 3 章：执行摘要

第 4 章：简介

  • 概述
  • 主要行业趋势

第 5 章：全球製造预测分析市场

  • 市场概况
  • 市场业绩
  • COVID-19 的影响
  • 市场预测

第 6 章：按成分分類的市场区隔

  • 软体
    • 市场走向
    • 市场预测
  • 服务
    • 市场走向
    • 市场预测

第 7 章：按部署模式分類的市场

  • 基于云端
    • 市场走向
    • 市场预测
  • 本地
    • 市场走向
    • 市场预测

第 8 章：按应用分類的市场区隔

  • 需求预测
    • 市场走向
    • 市场预测
  • 机械检查与维护
    • 市场走向
    • 市场预测
  • 产品开发
    • 市场走向
    • 市场预测
  • 供应链管理
    • 市场走向
    • 市场预测
  • 其他的
    • 市场走向
    • 市场预测

第 9 章：依最终用途产业分類的市场区隔

  • 半导体和电子
    • 市场走向
    • 市场预测
  • 能源与电力
    • 市场走向
    • 市场预测
  • 製药
    • 市场走向
    • 市场预测
  • 汽车
    • 市场走向
    • 市场预测
  • 重金属和机械製造
    • 市场走向
    • 市场预测
  • 其他的
    • 市场走向
    • 市场预测

第 10 章：按地区分類的市场细分

  • 北美洲
    • 美国
      • 市场走向
      • 市场预测
    • 加拿大
      • 市场走向
      • 市场预测
  • 亚太
    • 中国
      • 市场走向
      • 市场预测
    • 日本
      • 市场走向
      • 市场预测
    • 印度
      • 市场走向
      • 市场预测
    • 韩国
      • 市场走向
      • 市场预测
    • 澳洲
      • 市场走向
      • 市场预测
    • 印尼
      • 市场走向
      • 市场预测
    • 其他的
      • 市场走向
      • 市场预测
  • 欧洲
    • 德国
      • 市场走向
      • 市场预测
    • 法国
      • 市场走向
      • 市场预测
    • 英国
      • 市场走向
      • 市场预测
    • 义大利
      • 市场走向
      • 市场预测
    • 西班牙
      • 市场走向
      • 市场预测
    • 俄罗斯
      • 市场走向
      • 市场预测
    • 其他的
      • 市场走向
      • 市场预测
  • 拉丁美洲
    • 巴西
      • 市场走向
      • 市场预测
    • 墨西哥
      • 市场走向
      • 市场预测
    • 其他的
      • 市场走向
      • 市场预测
  • 中东和非洲
    • 市场走向
    • 按国家/地区分類的市场细分
    • 市场预测

第 11 章：SWOT 分析

  • 概述
  • 优势
  • 弱点
  • 机会
  • 威胁

第 12 章：价值链分析

第 13 章：波特五力分析

  • 概述
  • 买家的议价能力
  • 供应商的议价能力
  • 竞争程度
  • 新进入者的威胁
  • 替代品的威胁

第 14 章：价格分析

第15章：竞争格局

  • 市场结构
  • 关键参与者
  • 关键参与者简介
    • 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