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Manufacturing Predictive Analytics Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2021-2026

Market Overview:

The global manufacturing predictive analytics market reached a value of US$ XX Million in 2020. Looking forward, IMARC Group expects the market to grow at a CAGR of XX% during 2021-2026. Keeping in mind the uncertainties of COVID-19, we are continuously tracking and evaluating the direct as well as the indirect influence of the pandemic. These insights are included in the report as a major market contributor.

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, along with forecasts at the global, regional and country level from 2021-2026. 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.

Report Coverage:

Report Features Details
Base Year of the Analysis 2020
    Historical Period 2015-2020
Forecast Period 2021-2026
Units US$ Million
Segment Coverage Component, Deployment Model, Application, End Use Industry, Region
Region Covered  Asia Pacific, Europe, North America, Latin America, Middle East and Africa
Countries Covered United States, Canada, Germany, France, United Kingdom, Italy, Spain, Russia, China, Japan, India, South Korea, Australia, Indonesia, Brazil, Mexico
Companies Covered 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.
Customization Scope 10% Free Customization
Report Price and Purchase Option Single User License: US$ 2299
Five User License: US$ 3399
Corporate License: US$ 4499
Post-Sale Analyst Support 10-12 Weeks
Delivery Format PDF and Excel through Email (We can also provide the editable version of the report in PPT/Word format on special request)

 

Key Questions Answered in This Report:

  • How has the global manufacturing predictive analytics market performed so far and how will it perform in the coming years?
  • What has been the impact of COVID-19 on the global manufacturing predictive analytics market?
  • What are the key regional markets?
  • What is the breakup of the market based on the component?
  • What is the breakup of the market based on the deployment model?
  • What is the breakup of the market based on the application?
  • What is the breakup of the market based on the end use industry?
  • What are the various stages in the value chain of the industry?
  • What are the key driving factors and challenges in the industry?
  • What is the structure of the global manufacturing predictive analytics market and who are the key players?
  • What is the degree of competition in the industry?

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$), 2015-2020
Figure 3: Global: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 4: Global: Manufacturing Predictive Analytics Market: Breakup by Component (in %), 2020
Figure 5: Global: Manufacturing Predictive Analytics Market: Breakup by Deployment Model (in %), 2020
Figure 6: Global: Manufacturing Predictive Analytics Market: Breakup by Application (in %), 2020
Figure 7: Global: Manufacturing Predictive Analytics Market: Breakup by End Use Industry (in %), 2020
Figure 8: Global: Manufacturing Predictive Analytics Market: Breakup by Region (in %), 2020
Figure 9: Global: Manufacturing Predictive Analytics (Software) Market: Sales Value (in Million US$), 2015 & 2020
Figure 10: Global: Manufacturing Predictive Analytics (Software) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 11: Global: Manufacturing Predictive Analytics (Services) Market: Sales Value (in Million US$), 2015 & 2020
Figure 12: Global: Manufacturing Predictive Analytics (Services) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 13: Global: Manufacturing Predictive Analytics (Cloud-based) Market: Sales Value (in Million US$), 2015 & 2020
Figure 14: Global: Manufacturing Predictive Analytics (Cloud-based) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 15: Global: Manufacturing Predictive Analytics (On-premises) Market: Sales Value (in Million US$), 2015 & 2020
Figure 16: Global: Manufacturing Predictive Analytics (On-premises) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 17: Global: Manufacturing Predictive Analytics (Demand Forecasting) Market: Sales Value (in Million US$), 2015 & 2020
Figure 18: Global: Manufacturing Predictive Analytics (Demand Forecasting) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 19: Global: Manufacturing Predictive Analytics (Machinery Inspection and Maintenance) Market: Sales Value (in Million US$), 2015 & 2020
Figure 20: Global: Manufacturing Predictive Analytics (Machinery Inspection and Maintenance) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 21: Global: Manufacturing Predictive Analytics (Product Development) Market: Sales Value (in Million US$), 2015 & 2020
Figure 22: Global: Manufacturing Predictive Analytics (Product Development) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 23: Global: Manufacturing Predictive Analytics (Supply Chain Management) Market: Sales Value (in Million US$), 2015 & 2020
Figure 24: Global: Manufacturing Predictive Analytics (Supply Chain Management) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 25: Global: Manufacturing Predictive Analytics (Other Applications) Market: Sales Value (in Million US$), 2015 & 2020
Figure 26: Global: Manufacturing Predictive Analytics (Other Applications) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 27: Global: Manufacturing Predictive Analytics (Semiconductor and Electronics) Market: Sales Value (in Million US$), 2015 & 2020
Figure 28: Global: Manufacturing Predictive Analytics (Semiconductor and Electronics) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 29: Global: Manufacturing Predictive Analytics (Energy and Power) Market: Sales Value (in Million US$), 2015 & 2020
Figure 30: Global: Manufacturing Predictive Analytics (Energy and Power) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 31: Global: Manufacturing Predictive Analytics (Pharmaceutical) Market: Sales Value (in Million US$), 2015 & 2020
Figure 32: Global: Manufacturing Predictive Analytics (Pharmaceutical) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 33: Global: Manufacturing Predictive Analytics (Automobile) Market: Sales Value (in Million US$), 2015 & 2020
Figure 34: Global: Manufacturing Predictive Analytics (Automobile) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 35: Global: Manufacturing Predictive Analytics (Heavy Metal and Machine Manufacturing) Market: Sales Value (in Million US$), 2015 & 2020
Figure 36: Global: Manufacturing Predictive Analytics (Heavy Metal and Machine Manufacturing) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 37: Global: Manufacturing Predictive Analytics (Other End Use Industries) Market: Sales Value (in Million US$), 2015 & 2020
Figure 38: Global: Manufacturing Predictive Analytics (Other End Use Industries) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 39: North America: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 40: North America: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 41: United States: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 42: United States: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 43: Canada: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 44: Canada: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 45: Asia-Pacific: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 46: Asia-Pacific: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 47: China: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 48: China: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 49: Japan: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 50: Japan: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 51: India: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 52: India: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 53: South Korea: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 54: South Korea: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 55: Australia: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 56: Australia: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 57: Indonesia: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 58: Indonesia: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 59: Others: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 60: Others: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 61: Europe: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 62: Europe: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 63: Germany: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 64: Germany: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 65: France: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 66: France: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 67: United Kingdom: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 68: United Kingdom: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 69: Italy: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 70: Italy: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 71: Spain: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 72: Spain: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 73: Russia: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 74: Russia: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 75: Others: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 76: Others: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 77: Latin America: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 78: Latin America: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 79: Brazil: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 80: Brazil: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 81: Mexico: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 82: Mexico: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 83: Others: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 84: Others: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 85: Middle East and Africa: Manufacturing Predictive Analytics Market: Sales Value (in Million US$), 2015 & 2020
Figure 86: Middle East and Africa: Manufacturing Predictive Analytics Market: Breakup by Country (in %), 2020
Figure 87: Middle East and Africa: Manufacturing Predictive Analytics Market Forecast: Sales Value (in Million US$), 2021-2026
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, 2020 and 2026
Table 2: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by Component (in Million US$), 2021-2026
Table 3: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by Deployment Model (in Million US$), 2021-2026
Table 4: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by Application (in Million US$), 2021-2026
Table 5: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by End Use Industries (in Million US$), 2021-2026
Table 6: Global: Manufacturing Predictive Analytics Market Forecast: Breakup by Region (in Million US$), 2021-2026
Table 7: Global: Manufacturing Predictive Analytics Market: Competitive Structure
Table 8: Global: Manufacturing Predictive Analytics Market: Key Players

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