Table of Content

1. Preface
    1.1. Market Introduction
    1.2. Market Segmentation
    1.3. Key Research Objectives

2. Assumptions and Research Methodology
    2.1. Research Methodology
        2.1.1. List of Primary and Secondary Sources
    2.2. Key Assumptions for Data Modelling

3. Executive Summary: Global Manufacturing Analytics Market

4. Market Overview
    4.1. Market Definition
    4.2. Technology/ Product Roadmap
    4.3. Market Factor Analysis
        4.3.1. Forecast Factors
        4.3.2. Ecosystem/ Value Chain Analysis
        4.3.3. Market Dynamics (Growth Influencers)
            4.3.3.1. Drivers
            4.3.3.2. Restraints
            4.3.3.3. Opportunities
            4.3.3.4. Impact Analysis of Drivers and Restraints
    4.4. COVID-19 Impact Analysis
        4.4.1. Impact of COVID-19 on Manufacturing Analytics Market
    4.5. Market Opportunity Assessment - by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)
        4.5.1. By Component
        4.5.2. By Deployment
        4.5.3. By Deployment
        4.5.4. By Enterprise Size
        4.5.5. By Industry Vertical
    4.6. PORTERs Analysis
    4.7. PEST Analysis

5. Global Manufacturing Analytics Market Analysis and Forecast
    5.1. Market Revenue Analysis (US$ Mn), 2017-2031
        5.1.1. Historic Growth Trends, 2017-2022
        5.1.2. Forecast Trends, 2023-2031

6. Global Manufacturing Analytics Market Analysis, by Component
    6.1. Overview and Definitions
    6.2. Key Segment Analysis
    6.3. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Component, 2018 - 2031
        6.3.1. Software
        6.3.2. Services
            6.3.2.1. Professional Services
                6.3.2.1.1. Consulting & Training
                6.3.2.1.2. Deployment & Integration
                6.3.2.1.3. Support & Maintenance
            6.3.2.2. Managed Services

7. Global Manufacturing Analytics Market Analysis, by Deployment
    7.1. Overview and Definitions
    7.2. Key Segment Analysis
    7.3. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Deployment, 2018 - 2031
        7.3.1. Cloud
        7.3.2. On-premise

8. Global Manufacturing Analytics Market Analysis, by Application
    8.1. Key Segment Analysis
    8.2. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Application, 2018 - 2031
        8.2.1. Predictive Maintenance
        8.2.2. Inventory Management
        8.2.3. Supply Chain Optimization
        8.2.4. Others

9. Global Manufacturing Analytics Market Analysis, by Enterprise Size
    9.1. Overview and Definitions
    9.2. Key Segment Analysis
    9.3. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Enterprise Size, 2018 - 2031
        9.3.1. SMEs
        9.3.2. Large Enterprises

10. Global Manufacturing Analytics Market Analysis, by Industry Vertical
    10.1. Key Segment Analysis
    10.2. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Industry Vertical, 2018 - 2031
        10.2.1. Industrial Manufacturing
        10.2.2. Automotive
        10.2.3. Food & Beverage
        10.2.4. Chemical
        10.2.5. Pharmaceutical
        10.2.6. Oil & Gas
        10.2.7. Electronics & Semiconductor
        10.2.8. Others

11. Global Manufacturing Analytics Market Analysis and Forecast, by Region
    11.1. Key Findings
    11.2. Manufacturing Analytics Market Size (US$ Mn) Forecast by Region, 2018-2031
        11.2.1. North America
        11.2.2. Europe
        11.2.3. Asia Pacific
        11.2.4. Middle East & Africa
        11.2.5. South America

12. North America Manufacturing Analytics Market Analysis and Forecast
    12.1. Regional Outlook
    12.2. Manufacturing Analytics Market Size (US$ Mn) Analysis and Forecast, 2018 - 2031
        12.2.1. By Component
        12.2.2. By Deployment
        12.2.3. By Application
        12.2.4. By Enterprise Size
        12.2.5. By Industry Vertical
    12.3. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Country, 2018 - 2031
        12.3.1. U.S.
        12.3.2. Canada
        12.3.3. Mexico

13. Europe Manufacturing Analytics Market Analysis and Forecast
    13.1. Regional Outlook
    13.2. Manufacturing Analytics Market Size (US$ Mn) Analysis and Forecast, 2018 - 2031
        13.2.1. By Component
        13.2.2. By Deployment
        13.2.3. By Application
        13.2.4. By Enterprise Size
        13.2.5. By Industry Vertical
    13.3. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Country, 2018 - 2031
        13.3.1. Germany
        13.3.2. U.K.
        13.3.3. France
        13.3.4. Italy
        13.3.5. Spain
        13.3.6. Rest of Europe

14. Asia Pacific Manufacturing Analytics Market Analysis and Forecast
    14.1. Regional Outlook
    14.2. Manufacturing Analytics Market Size (US$ Mn) Analysis and Forecast, 2018 - 2031
        14.2.1. By Component
        14.2.2. By Deployment
        14.2.3. By Application
        14.2.4. By Enterprise Size
        14.2.5. By Industry Vertical
    14.3. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Country, 2018 - 2031
        14.3.1. China
        14.3.2. India
        14.3.3. Japan
        14.3.4. ASEAN
        14.3.5. Rest of Asia Pacific
15. Middle East & Africa Manufacturing Analytics Market Analysis and Forecast
    15.1. Regional Outlook
    15.2. Manufacturing Analytics Market Size (US$ Mn) Analysis and Forecast, 2018 - 2031
        15.2.1. By Component
        15.2.2. By Deployment
        15.2.3. By Application
        15.2.4. By Enterprise Size
        15.2.5. By Industry Vertical
    15.3. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Country, 2018 - 2031
        15.3.1. Saudi Arabia
        15.3.2. United Arab Emirates
        15.3.3. South Africa
        15.3.4. Rest of Middle East & Africa
16. South America Manufacturing Analytics Market Analysis and Forecast
    16.1. Regional Outlook
    16.2. Manufacturing Analytics Market Size (US$ Mn) Analysis and Forecast, 2018 - 2031
        16.2.1. By Component
        16.2.2. By Deployment
        16.2.3. By Application
        16.2.4. By Enterprise Size
        16.2.5. By Industry Vertical
    16.3. Manufacturing Analytics Market Size (US$ Mn) Forecast, by Country, 2018 - 2031
        16.3.1. Brazil
        16.3.2. Argentina
        16.3.3. Rest of South America
17. Competition Landscape
    17.1. Market Competition Matrix, by Leading Players
    17.2. Competitive Landscape by Tier Structure of Companies
    17.3. Scale of Competition, 2022
    17.4. Scale of Competition at Regional Level, 2022
    17.5. Market Revenue Share/Ranking Analysis, by Leading Players (2022)
    17.6. List of Startups
    17.7. Competition Evolution
    17.8. Major Mergers & Acquisitions, Expansions, Partnership, Contacts, Deals, etc.
18. Company Profiles
    18.1. TIBCO (Cloud Software Group, Inc.)
        18.1.1. Business Overview
        18.1.2. Company Revenue
        18.1.3. Product Portfolio
        18.1.4. Geographic Footprint
        18.1.5. Recent Developments
        18.1.6. Impact of COVID-19
        18.1.7. TMR View
        18.1.8. Competitive Threats and Weakness
    18.2. SAS Institute Inc.
        18.2.1. Business Overview
        18.2.2. Company Revenue
        18.2.3. Product Portfolio
        18.2.4. Geographic Footprint
        18.2.5. Recent Developments
        18.2.6. Impact of COVID-19
        18.2.7. TMR View
        18.2.8. Competitive Threats and Weakness
    18.3. Sisense Inc.
        18.3.1. Business Overview
        18.3.2. Company Revenue
        18.3.3. Product Portfolio
        18.3.4. Geographic Footprint
        18.3.5. Recent Developments
        18.3.6. Impact of COVID-19
        18.3.7. TMR View
        18.3.8. Competitive Threats and Weakness
    18.4. SAP SE
        18.4.1. Business Overview
        18.4.2. Company Revenue
        18.4.3. Product Portfolio
        18.4.4. Geographic Footprint
        18.4.5. Recent Developments
        18.4.6. Impact of COVID-19
        18.4.7. TMR View
        18.4.8. Competitive Threats and Weakness
    18.5. Alteryx, Inc.
        18.5.1. Business Overview
        18.5.2. Company Revenue
        18.5.3. Product Portfolio
        18.5.4. Geographic Footprint
        18.5.5. Recent Developments
        18.5.6. Impact of COVID-19
        18.5.7. TMR View
        18.5.8. Competitive Threats and Weakness
    18.6. Tableau Software, Inc.
        18.6.1. Business Overview
        18.6.2. Company Revenue
        18.6.3. Product Portfolio
        18.6.4. Geographic Footprint
        18.6.5. Recent Developments
        18.6.6. Impact of COVID-19
        18.6.7. TMR View
        18.6.8. Competitive Threats and Weakness
    18.7. Oracle Corporation
        18.7.1. Business Overview
        18.7.2. Company Revenue
        18.7.3. Product Portfolio
        18.7.4. Geographic Footprint
        18.7.5. Recent Developments
        18.7.6. Impact of COVID-19
        18.7.7. TMR View
        18.7.8. Competitive Threats and Weakness
    18.8. KNIME
        18.8.1. Business Overview
        18.8.2. Company Revenue
        18.8.3. Product Portfolio
        18.8.4. Geographic Footprint
        18.8.5. Recent Developments
        18.8.6. Impact of COVID-19
        18.8.7. TMR View
        18.8.8. Competitive Threats and Weakness
    18.9. GE Digital
        18.9.1. Business Overview
        18.9.2. Company Revenue
        18.9.3. Product Portfolio
        18.9.4. Geographic Footprint
        18.9.5. Recent Developments
        18.9.6. Impact of COVID-19
        18.9.7. TMR View
        18.9.8. Competitive Threats and Weakness
    18.10. QlikTech International AB
        18.10.1. Business Overview
        18.10.2. Company Revenue
        18.10.3. Product Portfolio
        18.10.4. Geographic Footprint
        18.10.5. Recent Developments
        18.10.6. Impact of COVID-19
        18.10.7. TMR View
        18.10.8. Competitive Threats and Weakness
    18.11. IBM Corporation
        18.11.1. Business Overview
        18.11.2. Company Revenue
        18.11.3. Product Portfolio
        18.11.4. Geographic Footprint
        18.11.5. Recent Developments
        18.11.6. Impact of COVID-19
        18.11.7. TMR View
        18.11.8. Competitive Threats and Weakness
    18.12. Infragistics
        18.12.1. Business Overview
        18.12.2. Company Revenue
        18.12.3. Product Portfolio
        18.12.4. Geographic Footprint
        18.12.5. Recent Developments
        18.12.6. Impact of COVID-19
        18.12.7. TMR View
        18.12.8. Competitive Threats and Weakness
    18.13. Northwest Analytics, Inc.
        18.13.1. Business Overview
        18.13.2. Company Revenue
        18.13.3. Product Portfolio
        18.13.4. Geographic Footprint
        18.13.5. Recent Developments
        18.13.6. Impact of COVID-19
        18.13.7. TMR View
        18.13.8. Competitive Threats and Weakness
    18.14. Aegis Software
        18.14.1. Business Overview
        18.14.2. Company Revenue
        18.14.3. Product Portfolio
        18.14.4. Geographic Footprint
        18.14.5. Recent Developments
        18.14.6. Impact of COVID-19
        18.14.7. TMR View
        18.14.8. Competitive Threats and Weakness
    18.15. Keysight Technologies, Inc.
        18.15.1. Business Overview
        18.15.2. Company Revenue
        18.15.3. Product Portfolio
        18.15.4. Geographic Footprint
        18.15.5. Recent Developments
        18.15.6. Impact of COVID-19
        18.15.7. TMR View
        18.15.8. Competitive Threats and Weakness
    18.16. Others
        18.16.1. Business Overview
        18.16.2. Company Revenue
        18.16.3. Product Portfolio
        18.16.4. Geographic Footprint
        18.16.5. Recent Developments
        18.16.6. Impact of COVID-19
        18.16.7. TMR View
        18.16.8. Competitive Threats and Weakness

19. Key Takeaways



List of Figures

List of Figures

Figure 1: Global Manufacturing Analytics Market Size (US$ Mn) Forecast, 2018-2031

Figure 2: Global Manufacturing Analytics Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2023E

Figure 3: Top Segment Analysis of Manufacturing Analytics Market

Figure 4: Global Manufacturing Analytics Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2031F

Figure 5: Global Manufacturing Analytics Market Attractiveness Assessment, by Component

Figure 6: Global Manufacturing Analytics Market Attractiveness Assessment, by Deployment

Figure 7: Global Manufacturing Analytics Market Attractiveness Assessment, by Application

Figure 8: Global Manufacturing Analytics Market Attractiveness Assessment, by Enterprise Size

Figure 9: Global Manufacturing Analytics Market Attractiveness Assessment, by Industry Vertical

Figure 10: Global Manufacturing Analytics Market Attractiveness Assessment, by Region

Figure 11: Global Manufacturing Analytics Market Revenue (US$ Mn) Historic Trends, 2018 - 2021

Figure 12: Global Manufacturing Analytics Market Revenue Opportunity (US$ Mn) Historic Trends, 2018 - 2021

Figure 13: Global Manufacturing Analytics Market Value Share Analysis, by Component, 2023

Figure 14: Global Manufacturing Analytics Market Value Share Analysis, by Component, 2031

Figure 15: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Software, 2023 - 2031

Figure 16: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Services, 2023 - 2031

Figure 17: Global Manufacturing Analytics Market Value Share Analysis, by Deployment, 2023

Figure 18: Global Manufacturing Analytics Market Value Share Analysis, by Deployment, 2031

Figure 19: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Cloud, 2023 - 2031

Figure 20: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by On-premise, 2023 - 2031

Figure 21: Global Manufacturing Analytics Market Value Share Analysis, by Application, 2023

Figure 22: Global Manufacturing Analytics Market Value Share Analysis, by Application, 2031

Figure 23: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Predictive Maintenance, 2023 - 2031

Figure 24: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Inventory Management, 2023 - 2031

Figure 25: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Supply Chain Optimization, 2023 - 2031

Figure 26: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 27: Global Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2023

Figure 28: Global Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2031

Figure 29: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by SMEs, 2023 - 2031

Figure 30: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Large Enterprises, 2023 - 2031

Figure 31: Global Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2023

Figure 32: Global Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2031

Figure 33: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Industrial Manufacturing, 2023 - 2031

Figure 34: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Automotive, 2023 - 2031

Figure 35: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Food & Beverage, 2023 - 2031

Figure 36: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Chemical, 2023 - 2031

Figure 37: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Pharmaceutical, 2023 - 2031

Figure 38: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Oil & Gas, 2023 - 2031

Figure 39: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Electronics & Semiconductor, 2023 - 2031

Figure 40: Global Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 41: Global Manufacturing Analytics Market Opportunity (US$ Mn), by Region

Figure 42: Global Manufacturing Analytics Market Opportunity Share (%), by Region, 2023-2031

Figure 43: Global Manufacturing Analytics Market Size (US$ Mn), by Region, 2023 & 2031

Figure 44: Global Manufacturing Analytics Market Value Share Analysis, by Region, 2023

Figure 45: Global Manufacturing Analytics Market Value Share Analysis, by Region, 2031

Figure 46: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), 2023 - 2031

Figure 47: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), 2023 - 2031

Figure 48: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), 2023 - 2031

Figure 49: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), 2023 - 2031

Figure 50: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), 2023 - 2031

Figure 51: North America Absolute Dollar Opportunity

Figure 52: North America Manufacturing Analytics Market Value Share Analysis, by Component, 2023

Figure 53: North America Manufacturing Analytics Market Value Share Analysis, by Component, 2031

Figure 54: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Software, 2023 - 2031

Figure 55: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Services, 2023 - 2031

Figure 56: North America Manufacturing Analytics Market Value Share Analysis, by Deployment, 2023

Figure 57: North America Manufacturing Analytics Market Value Share Analysis, by Deployment, 2031

Figure 58: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Cloud, 2023 - 2031

Figure 59: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by On-premise, 2023 - 2031

Figure 60: North America Manufacturing Analytics Market Value Share Analysis, by Application, 2023

Figure 61: North America Manufacturing Analytics Market Value Share Analysis, by Application, 2031

Figure 62: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Predictive Maintenance, 2023 - 2031

Figure 63: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Inventory Management, 2023 - 2031

Figure 64: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Supply Chain Optimization, 2023 - 2031

Figure 65: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 66: North America Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2023

Figure 67: North America Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2031

Figure 68: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by SMEs, 2023 - 2031

Figure 69: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Large Enterprises, 2023 - 2031

Figure 70: North America Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2023

Figure 71: North America Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2031

Figure 72: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Industrial Manufacturing, 2023 - 2031

Figure 73: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Automotive, 2023 - 2031

Figure 74: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Food & Beverage, 2023 - 2031

Figure 75: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Chemical, 2023 - 2031

Figure 76: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Pharmaceutical, 2023 - 2031

Figure 77: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Oil & Gas, 2023 - 2031

Figure 78: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Electronics & Semiconductor, 2023 - 2031

Figure 79: North America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 80: North America Manufacturing Analytics Market Value Share Analysis, by Country, 2023

Figure 81: North America Manufacturing Analytics Market Value Share Analysis, by Country, 2031

Figure 82: U.S. Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 83: Canada Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 84: Mexico Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 85: Europe Absolute Dollar Opportunity

Figure 86: Europe Manufacturing Analytics Market Value Share Analysis, by Component, 2023

Figure 87: Europe Manufacturing Analytics Market Value Share Analysis, by Component, 2031

Figure 88: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Software, 2023 - 2031

Figure 89: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Services, 2023 - 2031

Figure 90: Europe Manufacturing Analytics Market Value Share Analysis, by Deployment, 2023

Figure 91: Europe Manufacturing Analytics Market Value Share Analysis, by Deployment, 2031

Figure 92: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Cloud, 2023 - 2031

Figure 93: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by On-premise, 2023 - 2031

Figure 94: Europe Manufacturing Analytics Market Value Share Analysis, by Application, 2023

Figure 95: Europe Manufacturing Analytics Market Value Share Analysis, by Application, 2031

Figure 96: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Predictive Maintenance, 2023 - 2031

Figure 97: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Inventory Management, 2023 - 2031

Figure 98: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Supply Chain Optimization, 2023 - 2031

Figure 99: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 100: Europe Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2023

Figure 101: Europe Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2031

Figure 102: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by SMEs, 2023 - 2031

Figure 103: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Large Enterprises, 2023 - 2031

Figure 104: Europe Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2023

Figure 105: Europe Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2031

Figure 106: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Industrial Manufacturing, 2023 - 2031

Figure 107: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Automotive, 2023 - 2031

Figure 108: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Food & Beverage, 2023 - 2031

Figure 109: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Chemical, 2023 - 2031

Figure 110: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Pharmaceutical, 2023 - 2031

Figure 111: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Oil & Gas, 2023 - 2031

Figure 112: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Electronics & Semiconductor, 2023 - 2031

Figure 113: Europe Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 114: Europe Manufacturing Analytics Market Value Share Analysis, by Country, 2023

Figure 115: Europe Manufacturing Analytics Market Value Share Analysis, by Country, 2031

Figure 116: Germany Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 117: U.K. Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 118: France Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 119: Spain Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 120: Italy Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 121: Asia Pacific Absolute Dollar Opportunity

Figure 122: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Component, 2023

Figure 123: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Component, 2031

Figure 124: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Software, 2023 - 2031

Figure 125: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Services, 2023 - 2031

Figure 126: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Deployment, 2023

Figure 127: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Deployment, 2031

Figure 128: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Cloud, 2023 - 2031

Figure 129: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by On-premise, 2023 - 2031

Figure 130: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Application, 2023

Figure 131: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Application, 2031

Figure 132: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Predictive Maintenance, 2023 - 2031

Figure 133: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Inventory Management, 2023 - 2031

Figure 134: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Supply Chain Optimization, 2023 - 2031

Figure 135: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 136: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2023

Figure 137: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2031

Figure 138: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by SMEs, 2023 - 2031

Figure 139: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Large Enterprises, 2023 - 2031

Figure 140: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2023

Figure 141: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2031

Figure 142: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Industrial Manufacturing, 2023 - 2031

Figure 143: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Automotive, 2023 - 2031

Figure 144: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Food & Beverage, 2023 - 2031

Figure 145: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Chemical, 2023 - 2031

Figure 146: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Pharmaceutical, 2023 - 2031

Figure 147: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Oil & Gas, 2023 - 2031

Figure 148: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Electronics & Semiconductor, 2023 - 2031

Figure 149: Asia Pacific Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 150: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Country, 2023

Figure 151: Asia Pacific Manufacturing Analytics Market Value Share Analysis, by Country, 2031

Figure 152: China Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 153: India Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 154: Japan Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 155: ASEAN Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 156: Middle East & Africa Absolute Dollar Opportunity

Figure 157: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Component, 2023

Figure 158: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Component, 2031

Figure 159: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Software, 2023 - 2031

Figure 160: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Services, 2023 - 2031

Figure 161: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Deployment, 2023

Figure 162: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Deployment, 2031

Figure 163: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Cloud, 2023 - 2031

Figure 164: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by On-premise, 2023 - 2031

Figure 165: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Application, 2023

Figure 166: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Application, 2031

Figure 167: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Predictive Maintenance, 2023 - 2031

Figure 168: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Inventory Management, 2023 - 2031

Figure 169: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Supply Chain Optimization, 2023 - 2031

Figure 170: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 171: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2023

Figure 172: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2031

Figure 173: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by SMEs, 2023 - 2031

Figure 174: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Large Enterprises, 2023 - 2031

Figure 175: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2023

Figure 176: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2031

Figure 177: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Industrial Manufacturing, 2023 - 2031

Figure 178: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Automotive, 2023 - 2031

Figure 179: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Food & Beverage, 2023 - 2031

Figure 180: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Chemical, 2023 - 2031

Figure 181: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Pharmaceutical, 2023 - 2031

Figure 182: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Oil & Gas, 2023 - 2031

Figure 183: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Electronics & Semiconductor, 2023 - 2031

Figure 184: Middle East & Africa Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 185: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Country, 2023

Figure 186: Middle East & Africa Manufacturing Analytics Market Value Share Analysis, by Country, 2031

Figure 187: Saudi Arabia Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 188: United Arab Emirates Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 189: South Africa Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 190: South America Absolute Dollar Opportunity

Figure 191: South America Manufacturing Analytics Market Value Share Analysis, by Component, 2023

Figure 192: South America Manufacturing Analytics Market Value Share Analysis, by Component, 2031

Figure 193: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Software, 2023 - 2031

Figure 194: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Services, 2023 - 2031

Figure 195: South America Manufacturing Analytics Market Value Share Analysis, by Deployment, 2023

Figure 196: South America Manufacturing Analytics Market Value Share Analysis, by Deployment, 2031

Figure 197: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Cloud, 2023 - 2031

Figure 198: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by On-premise, 2023 - 2031

Figure 199: South America Manufacturing Analytics Market Value Share Analysis, by Application, 2023

Figure 200: South America Manufacturing Analytics Market Value Share Analysis, by Application, 2031

Figure 201: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Predictive Maintenance, 2023 - 2031

Figure 202: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Inventory Management, 2023 - 2031

Figure 203: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Supply Chain Optimization, 2023 - 2031

Figure 204: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 205: South America Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2023

Figure 206: South America Manufacturing Analytics Market Value Share Analysis, by Enterprise Size, 2031

Figure 207: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by SMEs, 2023 - 2031

Figure 208: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Large Enterprises, 2023 - 2031

Figure 209: South America Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2023

Figure 210: South America Manufacturing Analytics Market Value Share Analysis, by Industry Vertical, 2031

Figure 211: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Industrial Manufacturing, 2023 - 2031

Figure 212: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Automotive, 2023 - 2031

Figure 213: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Food & Beverage, 2023 - 2031

Figure 214: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Chemical, 2023 - 2031

Figure 215: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Pharmaceutical, 2023 - 2031

Figure 216: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Oil & Gas, 2023 - 2031

Figure 217: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Electronics & Semiconductor, 2023 - 2031

Figure 218: South America Manufacturing Analytics Market Absolute Opportunity (US$ Mn), by Others, 2023 - 2031

Figure 219: South America Manufacturing Analytics Market Value Share Analysis, by Country, 2023

Figure 220: South America Manufacturing Analytics Market Value Share Analysis, by Country, 2031

Figure 221: Brazil Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

Figure 222: Argentina Manufacturing Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2023 - 2031

List of Tables

List of Tables

Table 1: Acronyms Used in Manufacturing Analytics Market

Table 2: North America Manufacturing Analytics Market Revenue Analysis, by Country, 2023 and 2031 (US$ Mn)

Table 3: Europe Manufacturing Analytics Market Revenue Analysis, by Country, 2023 and 2031 (US$ Mn)

Table 4: Asia Pacific Manufacturing Analytics Market Revenue Analysis, by Country, 2023 and 2031 (US$ Mn)

Table 5: Middle East & Africa Manufacturing Analytics Market Revenue Analysis, by Country, 2023 and 2031 (US$ Mn)

Table 6: South America Manufacturing Analytics Market Revenue Analysis, by Country, 2023 and 2031 (US$ Mn)

Table 7: Forecast Factors: Relevance and Impact

Table 8: Impact Analysis of Drivers & Restraints

Table 9: Global Manufacturing Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2031

Table 10: Global Manufacturing Analytics Market Value (US$ Mn) Forecast, by Deployment, 2018 - 2031

Table 11: Global Manufacturing Analytics Market Value (US$ Mn) Forecast, by Application, 2018 - 2031

Table 12: Global Manufacturing Analytics Market Value (US$ Mn) Forecast, by Enterprise Size, 2018 - 2031

Table 13: Global Manufacturing Analytics Market Value (US$ Mn) Forecast, by Industry Vertical, 2018 - 2031

Table 14: Global Manufacturing Analytics Market Value (US$ Mn) Forecast, by Region, 2018 - 2031

Table 15: North America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2031

Table 16: North America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Deployment, 2018 - 2031

Table 17: North America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Application, 2018 - 2031

Table 18: North America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Enterprise Size, 2018 - 2031

Table 19: North America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Industry Vertical, 2018 - 2031

Table 20: North America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2031

Table 21: U.S. Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 22: Canada Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 23: Mexico Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 24: Europe Manufacturing Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2031

Table 25: Europe Manufacturing Analytics Market Value (US$ Mn) Forecast, by Deployment, 2018 - 2031

Table 26: Europe Manufacturing Analytics Market Value (US$ Mn) Forecast, by Application, 2018 - 2031

Table 27: Europe Manufacturing Analytics Market Value (US$ Mn) Forecast, by Enterprise Size, 2018 - 2031

Table 28: Europe Manufacturing Analytics Market Value (US$ Mn) Forecast, by Industry Vertical, 2018 - 2031

Table 29: Europe Manufacturing Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2031

Table 30: Germany Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 31: U.K. Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 32: France Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 33: Spain Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 34: Italy Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 35: Asia Pacific Manufacturing Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2031

Table 36: Asia Pacific Manufacturing Analytics Market Value (US$ Mn) Forecast, by Deployment, 2018 - 2031

Table 37: Asia Pacific Manufacturing Analytics Market Value (US$ Mn) Forecast, by Application, 2018 - 2031

Table 38: China Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 39: India Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 40: Japan Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 41: ASEAN Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 42: Middle East & Africa Manufacturing Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2031

Table 43: Middle East & Africa Manufacturing Analytics Market Value (US$ Mn) Forecast, by Deployment, 2018 - 2031

Table 44: Middle East & Africa Manufacturing Analytics Market Value (US$ Mn) Forecast, by Application, 2018 - 2031

Table 45: Middle East & Africa Manufacturing Analytics Market Value (US$ Mn) Forecast, by Enterprise Size, 2018 - 2031

Table 46: Middle East & Africa Manufacturing Analytics Market Value (US$ Mn) Forecast, by Industry Vertical, 2018 - 2031

Table 47: Middle East & Africa Manufacturing Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2031

Table 48: Saudi Arabia Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 49: United Arab Emirates Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 50: South Africa Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 51: South America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2031

Table 52: South Africa Manufacturing Analytics Market Value (US$ Mn) Forecast, by Deployment, 2018 - 2031

Table 53: South Africa Manufacturing Analytics Market Value (US$ Mn) Forecast, by Application, 2018 - 2031

Table 54: South America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Enterprise Size, 2018 - 2031

Table 55: South America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Industry Vertical, 2018 - 2031

Table 56: South America Manufacturing Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2031

Table 57: Brazil Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 58: Argentina Manufacturing Analytics Market Revenue CAGR Breakdown (%), by Growth Term

Table 59: Mergers & Acquisitions, Partnerships (1/2)

Table 60: Mergers & Acquisitions, Partnerships (2/2)