Table of Content

Table of Content
1 Industrial Chain Overview
1.1 Manufacturing Predictive Analytics Industry
1.1.1 Overview
Figure Manufacturing Predictive Analytics Picture List
1.1.2 Characteristics of Manufacturing Predictive Analytics
1.2 Upstream
1.2.1 Major Materials
1.2.2 Manufacturing Overview
1.3 Product List By Type
1.3.1 Software
1.3.2 Hardware
1.3.3 Other Services
1.4 End-Use List
1.4.1 Demand in Automotive
1.4.2 Demand in Aerospace
1.4.3 Demand in Building Construction
1.4.4 Demand in Chemical
1.4.5 Demand in Others
1.5 Global Market Overview
1.5.1 Global Market Size and Forecast, 2017-2027
Figure Global Market Size and Forecast with Growth Rate, 2017-2027
1.5.2 Global Market Size and Forecast by Geography with CAGR, 2017-2027
Table Global Market Size and Forecast by Geography with Growth Rate, 2017-2027
1.5.3 Global Market Size and Forecast by Product Type with CAGR, 2017-2027
Table Global Market Size and Forecast by Type with Growth Rate, 2017-2027
1.5.4 Global Market Size and Forecast by End-Use with CAGR, 2017-2027
Table Global Market Size and Forecast by End-Use with Growth Rate, 2017-2027
2 Global Production & Consumption by Geography
2.1 Global Production & Consumption
2.1.1 Global Production
Figure Global Production Volume Status and Growth Rate, 2017-2021, in Volume
Table Global Production Volume Status and Growth Rate by Geography, 2017-2021, in Volume
Figure Global Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Global Production Amount Status and Growth Rate by Geography, 2017-2021, in Million USD
2.1.2 Global Consumption
Figure Global Market Volume and Growth Rate, 2017-2021, in Volume
Table Global Market Volume and Growth Rate by Geography, 2017-2021, in Volume
Figure Global Market Amount and Growth Rate, 2017-2021, in Million USD
Table Global Market Amount and Growth Rate by Geography, 2017-2021, in Million USD
2.2 Geographic Production & Consumption
2.2.1 Production
2.2.1.1 Asia-Pacific
Figure Asia-Pacific Production Volume Status and Growth Rate, 2017-2021, in Volume
Table Asia-Pacific Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Figure Asia-Pacific Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Asia-Pacific Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.2 North America
Figure North America Production Volume Status and Growth Rate, 2017-2021, in Volume
Table North America Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Figure North America Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table North America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.3 South America
Figure South America Production Volume Status and Growth Rate, 2017-2021, in Volume
Table South America Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Figure South America Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table South America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.4 Europe
Figure Europe Production Volume Status and Growth Rate, 2017-2021, in Volume
Table Europe Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Figure Europe Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Europe Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.1.5 Middle East & Africa
Figure Middle East & Africa Production Volume Status and Growth Rate, 2017-2021, in Volume
Table Middle East & Africa Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Figure Middle East & Africa Production Amount Status and Growth Rate, 2017-2021, in Million USD
Table Middle East & Africa Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
2.2.2 Consumption
2.2.2.1 Asia-Pacific
Figure Asia-Pacific Market Volume and Growth Rate, 2017-2021, in Volume
Table Asia-Pacific Market Volume and Growth Rate by Region, 2017-2021, in Volume
Figure Asia-Pacific Market Amount and Growth Rate, 2017-2021, in Million USD
Table Asia-Pacific Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.2 North America
Figure North America Market Volume and Growth Rate, 2017-2021, in Volume
Table North America Market Volume and Growth Rate by Region, 2017-2021, in Volume
Figure North America Market Amount and Growth Rate, 2017-2021, in Million USD
Table North America Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.3 South America
Figure South America Market Volume and Growth Rate, 2017-2021, in Volume
Table South America Market Volume and Growth Rate by Region, 2017-2021, in Volume
Figure South America Market Amount and Growth Rate, 2017-2021, in Million USD
Table South America Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.4 Europe
Figure Europe Market Volume and Growth Rate, 2017-2021, in Volume
Table Europe Market Volume and Growth Rate by Region, 2017-2021, in Volume
Figure Europe Market Amount and Growth Rate, 2017-2021, in Million USD
Table Europe Market Amount and Growth Rate by Region, 2017-2021, in Million USD
2.2.2.5 Middle East & Africa
Figure Middle East & Africa Market Volume and Growth Rate, 2017-2021, in Volume
Table Middle East & Africa Market Volume and Growth Rate by Region, 2017-2021, in Volume
Figure Middle East & Africa Market Amount and Growth Rate, 2017-2021, in Million USD
Table Middle East & Africa Market Amount and Growth Rate by Region, 2017-2021, in Million USD
3 Major Manufacturers Introduction
3.1 Manufacturers Overview
Table Major Manufacturers Headquarters and Contact Information
Table Major Manufacturers Capacity List in 2021
3.2 Manufacturers List
3.2.1 IBM Overview
Table IBM Overview List
3.2.1.1 Product Specifications
3.2.1.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of IBM (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.1.3 Recent Developments
3.2.1.4 Future Strategic Planning
3.2.2 Microsoft Overview
Table Microsoft Overview List
3.2.2.1 Product Specifications
3.2.2.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of Microsoft (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.2.3 Recent Developments
3.2.2.4 Future Strategic Planning
3.2.3 Oracle Overview
Table Oracle Overview List
3.2.3.1 Product Specifications
3.2.3.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of Oracle (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.3.3 Recent Developments
3.2.3.4 Future Strategic Planning
3.2.4 SAS Overview
Table SAS Overview List
3.2.4.1 Product Specifications
3.2.4.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of SAS (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.4.3 Recent Developments
3.2.4.4 Future Strategic Planning
3.2.5 Cambridge Analytica Overview
Table Cambridge Analytica Overview List
3.2.5.1 Product Specifications
3.2.5.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of Cambridge Analytica (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.5.3 Recent Developments
3.2.5.4 Future Strategic Planning
3.2.6 Civis Analytics Overview
Table Civis Analytics Overview List
3.2.6.1 Product Specifications
3.2.6.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of Civis Analytics (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.6.3 Recent Developments
3.2.6.4 Future Strategic Planning
3.2.7 RapidMiner Overview
Table RapidMiner Overview List
3.2.7.1 Product Specifications
3.2.7.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of RapidMiner (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.7.3 Recent Developments
3.2.7.4 Future Strategic Planning
3.2.8 SAP Overview
Table SAP Overview List
3.2.8.1 Product Specifications
3.2.8.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of SAP (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.8.3 Recent Developments
3.2.8.4 Future Strategic Planning
3.2.9 Alteryx Overview
Table Alteryx Overview List
3.2.9.1 Product Specifications
3.2.9.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of Alteryx (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.9.3 Recent Developments
3.2.9.4 Future Strategic Planning
3.2.10 Bridgei2i Analytics Solutions Overview
Table Bridgei2i Analytics Solutions Overview List
3.2.10.1 Product Specifications
3.2.10.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of Bridgei2i Analytics Solutions (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.10.3 Recent Developments
3.2.10.4 Future Strategic Planning
3.2.11 Cisco Systems Overview
Table Cisco Systems Overview List
3.2.11.1 Product Specifications
3.2.11.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of Cisco Systems (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.11.3 Recent Developments
3.2.11.4 Future Strategic Planning
3.2.12 FICO Overview
Table FICO Overview List
3.2.12.1 Product Specifications
3.2.12.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of FICO (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.12.3 Recent Developments
3.2.12.4 Future Strategic Planning
3.2.13 Tibco Software Overview
Table Tibco Software Overview List
3.2.13.1 Product Specifications
3.2.13.2 Business Data (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Margin)
Table Manufacturing Predictive Analytics Business Operation of Tibco Software (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
3.2.13.3 Recent Developments
3.2.13.4 Future Strategic Planning
4 Market Competition Pattern
4.1 Market Size and Sketch
Figure Global Market Size and Growth Rate, 2017-2021, in Volume
Figure Global Market Size and Growth Rate, 2017-2021, in Million USD
Figure Global Competition Sketch Overview
4.2 Company Market Share
4.2.1 Global Production by Major Manufacturers
Table Global Production Volume List by Manufacturers, 2017-2021, in Volume
Table Global Production Volume Share List by Manufacturers, 2017-2021, in Volume
Figure Global Production Volume Share by Manufacturers in 2021, in Volume
Table Global Production Amount List by Manufacturers, 2017-2021, in Million USD
Table Global Production Amount Share List by Manufacturers, 2017-2021, in Million USD
Figure Global Production Amount Share by Manufacturers in 2021, in Million USD
4.2.2 Market Concentration Analysis
4.3 Market News and Trend
4.3.1 Merger & Acquisition
4.3.2 New Product Launch
5 Product Type Segment
5.1 Global Overview by Product Type Segment
Table Global Market Status and Growth Rate by Product Type Segment, 2017-2021, in Million USD
Table Global Market Status and Growth Rate by Product Type Segment 2017-2021, in Volume
5.2 Segment Subdivision by Product Type
5.2.1 Market in Software
5.2.1.1 Market Size
Figure Global Market Amount and Growth Rate in Software, 2017-2021, in USD Million
Figure Global Market Amount and Growth Rate in Software, 2017-2021, in Volume
5.2.1.2 Situation & Development
5.2.2 Market in Hardware
5.2.2.1 Market Size
Figure Global Market Amount and Growth Rate in Hardware, 2017-2021, in USD Million
Figure Global Market Amount and Growth Rate in Hardware, 2017-2021, in Volume
5.2.2.2 Situation & Development
5.2.3 Market in Other Services
5.2.3.1 Market Size
Figure Global Market Amount and Growth Rate in Other Services, 2017-2021, in USD Million
Figure Global Market Amount and Growth Rate in Other Services, 2017-2021, in Volume
5.2.3.2 Situation & Development
6 End-Use Segment
6.1 Global Overview by End-Use Segment
Table Global Market Status and Growth Rate by End-Use Segment, 2017-2021, in Million USD
Table Global Market Status and Growth Rate by End-Use Segment 2017-2021, in Volume
6.2 Segment Subdivision
6.2.1 Market in Automotive
6.2.1.1 Market Size
Figure Global Market Amount and Growth Rate in Automotive, 2017-2021, in USD Million
Figure Global Market Amount and Growth Rate in Automotive, 2017-2021, in Volume
6.2.1.2 Situation & Development
6.2.2 Market in Aerospace
6.2.2.1 Market Size
Figure Global Market Amount and Growth Rate in Aerospace, 2017-2021, in USD Million
Figure Global Market Amount and Growth Rate in Aerospace, 2017-2021, in Volume
6.2.2.2 Situation & Development
6.2.3 Market in Building Construction
6.2.3.1 Market Size
Figure Global Market Amount and Growth Rate in Building Construction, 2017-2021, in USD Million
Figure Global Market Amount and Growth Rate in Building Construction, 2017-2021, in Volume
6.2.3.2 Situation & Development
6.2.4 Market in Chemical
6.2.4.1 Market Size
Figure Global Market Amount and Growth Rate in Chemical, 2017-2021, in USD Million
Figure Global Market Amount and Growth Rate in Chemical, 2017-2021, in Volume
6.2.4.2 Situation & Development
6.2.5 Market in Others
6.2.5.1 Market Size
Figure Global Market Amount and Growth Rate in Others, 2017-2021, in USD Million
Figure Global Market Amount and Growth Rate in Others, 2017-2021, in Volume
6.2.5.2 Situation & Development
7 Market Forecast & Trend
7.1 Regional Forecast
Table Global Market Forecast by Region Segment 2022-2027, in Million USD
Table Global Market Forecast by Region Segment 2022-2027, in Volume
7.2 Consumption Forecast
7.2.1 Product Type Forecast
Table Global Market Amount by Product Type Segment 2022-2027, in Million USD
Table Global Market Volume by Product Type Segment 2022-2027, in Volume
7.2.2 End-Use Forecast
Table Global Market Amount by End-Use Segment 2022-2027, in Million USD
Table Global Market Volume by End-Use Segment 2022-2027, in Volume
7.3 Investment Trend
7.4 Consumption Trend
8 Price & Channel
8.1 Price and Cost
8.1.1 Price
8.1.2 Cost
Figure Cost Component Ratio
8.2 Channel Segment
9 Market Drivers & Investment Environment
9.1 Market Drivers
9.2 Investment Environment
9.3 Impact of Coronavirus on the Manufacturing Predictive Analytics Industry
9.3.1 Impact on Industry Upstream
9.3.2 Impact on Industry Downstream
9.3.3 Impact on Industry Channels
9.3.4 Impact on Industry Competition
9.3.5 Impact on Industry Employment
10 Research Conclusion

List of Figure

List of Table
Table Global Market Size and Forecast by Geography with Growth Rate, 2017-2027
Table Global Market Size and Forecast by Type with Growth Rate, 2017-2027
Table Global Market Size and Forecast by End-Use with Growth Rate, 2017-2027
Table Global Production Volume Status and Growth Rate by Geography, 2017-2021, in Volume
Table Global Production Amount Status and Growth Rate by Geography, 2017-2021, in Million USD
Table Global Market Volume and Growth Rate by Geography, 2017-2021, in Volume
Table Global Market Amount and Growth Rate by Geography, 2017-2021, in Million USD
Table Asia-Pacific Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Table Asia-Pacific Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
Table North America Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Table North America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
Table South America Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Table South America Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
Table Europe Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Table Europe Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
Table Middle East & Africa Production Volume Status and Growth Rate by Region, 2017-2021, in Volume
Table Middle East & Africa Production Amount Status and Growth Rate by Region, 2017-2021, in Million USD
Table Asia-Pacific Market Volume and Growth Rate by Region, 2017-2021, in Volume
Table Asia-Pacific Market Amount and Growth Rate by Region, 2017-2021, in Million USD
Table North America Market Volume and Growth Rate by Region, 2017-2021, in Volume
Table North America Market Amount and Growth Rate by Region, 2017-2021, in Million USD
Table South America Market Volume and Growth Rate by Region, 2017-2021, in Volume
Table South America Market Amount and Growth Rate by Region, 2017-2021, in Million USD
Table Europe Market Volume and Growth Rate by Region, 2017-2021, in Volume
Table Europe Market Amount and Growth Rate by Region, 2017-2021, in Million USD
Table Middle East & Africa Market Volume and Growth Rate by Region, 2017-2021, in Volume
Table Middle East & Africa Market Amount and Growth Rate by Region, 2017-2021, in Million USD
Table Major Manufacturers Headquarters and Contact Information
Table Major Manufacturers Capacity List in 2021
Table IBM Overview List
Table Manufacturing Predictive Analytics Business Operation of IBM (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table Microsoft Overview List
Table Manufacturing Predictive Analytics Business Operation of Microsoft (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table Oracle Overview List
Table Manufacturing Predictive Analytics Business Operation of Oracle (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table SAS Overview List
Table Manufacturing Predictive Analytics Business Operation of SAS (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table Cambridge Analytica Overview List
Table Manufacturing Predictive Analytics Business Operation of Cambridge Analytica (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table Civis Analytics Overview List
Table Manufacturing Predictive Analytics Business Operation of Civis Analytics (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table RapidMiner Overview List
Table Manufacturing Predictive Analytics Business Operation of RapidMiner (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table SAP Overview List
Table Manufacturing Predictive Analytics Business Operation of SAP (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table Alteryx Overview List
Table Manufacturing Predictive Analytics Business Operation of Alteryx (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table Bridgei2i Analytics Solutions Overview List
Table Manufacturing Predictive Analytics Business Operation of Bridgei2i Analytics Solutions (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table Cisco Systems Overview List
Table Manufacturing Predictive Analytics Business Operation of Cisco Systems (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table FICO Overview List
Table Manufacturing Predictive Analytics Business Operation of FICO (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table Tibco Software Overview List
Table Manufacturing Predictive Analytics Business Operation of Tibco Software (Production Volume (Volume), Production Amount (Million USD), Price, Cost, Gross Margin)
Table Global Production Volume List by Manufacturers, 2017-2021, in Volume
Table Global Production Volume Share List by Manufacturers, 2017-2021, in Volume
Table Global Production Amount List by Manufacturers, 2017-2021, in Million USD
Table Global Production Amount Share List by Manufacturers, 2017-2021, in Million USD
Table Global Market Status and Growth Rate by Product Type Segment, 2017-2021, in Million USD
Table Global Market Status and Growth Rate by Product Type Segment 2017-2021, in Volume
Table Global Market Status and Growth Rate by End-Use Segment, 2017-2021, in Million USD
Table Global Market Status and Growth Rate by End-Use Segment 2017-2021, in Volume
Table Global Market Forecast by Region Segment 2022-2027, in Million USD
Table Global Market Forecast by Region Segment 2022-2027, in Volume
Table Global Market Amount by Product Type Segment 2022-2027, in Million USD
Table Global Market Volume by Product Type Segment 2022-2027, in Volume
Table Global Market Amount by End-Use Segment 2022-2027, in Million USD
Table Global Market Volume by End-Use Segment 2022-2027, in Volume