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Global Manufacturing Predictive Analytics Market: Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028

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    Report

  • 139 Pages
  • November 2023
  • Region: Global
  • IMARC Group
  • ID: 5912099
The global manufacturing predictive analytics market size reached US$ 1.14 Billion in 2022. Looking forward, the market is expected to reach US$ 3.47 Billion 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

This research 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. The 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

Breakup by End Use Industry:

  • Semiconductor and Electronics
  • Energy and Power
  • Pharmaceutical
  • Automobile
  • Heavy Metal and Machine Manufacturing

Breakup by Region:

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

Companies Mentioned

  • 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.

Methodology

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Table Information