Manufacturing Predictive Analytics Market, Global Outlook and Forecast 2022-2028

April 2022 | 68 pages | ID: MCCBC7C5E74AEN
Market Monitor Global

Abstracts

Predictive analysis in manufacturing is a technique that uses statistical tools to predict future events using past and present data. In the era of smart manufacturing, predictive analytics is seen as playing an important role in lifting manufacturing to new levels by transforming the industry into a digital revolution. Predictive analytics are considered one of the most critical technologies in advanced manufacturing, and manufacturers are expected to benefit from this technology for analyzing data to achieve improvements in their manufacturing processes. These include improving product quality, understanding market trends and forecasting demand, improving production efficiency by making better use of machines to reduce idle time, deploying safety techniques and carrying out preventive maintenance.

This report contains market size and forecasts of Manufacturing Predictive Analytics in Global, including the following market information:

Global Manufacturing Predictive Analytics Market Revenue, 2017-2022, 2023-2028, ($ millions)

Global top five companies in 2021 (%)

The global Manufacturing Predictive Analytics market was valued at 577.1 million in 2021 and is projected to reach US$ 1257.6 million by 2028, at a CAGR of 11.8% during the forecast period.

The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.

Software Segment to Reach $ Million by 2028, with a % CAGR in next six years.

The global key manufacturers of Manufacturing Predictive Analytics include IBM, Microsoft, Oracle, SAS, Cambridge Analytica, Civis Analytics, RapidMiner, SAP and Alteryx, etc. In 2021, the global top five players have a share approximately % in terms of revenue.

MARKET MONITOR GLOBAL, INC (MMG) has surveyed the Manufacturing Predictive Analytics companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.

Total Market by Segment:

Global Manufacturing Predictive Analytics Market, by Type, 2017-2022, 2023-2028 ($ millions)

Global Manufacturing Predictive Analytics Market Segment Percentages, by Type, 2021 (%)

• Software
• Hardware
• Other Services

Global Manufacturing Predictive Analytics Market, by Application, 2017-2022, 2023-2028 ($ millions)

Global Manufacturing Predictive Analytics Market Segment Percentages, by Application, 2021 (%)

• Automotive
• Aerospace
• Building Construction
• Chemical
• Others

Global Manufacturing Predictive Analytics Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)

Global Manufacturing Predictive Analytics Market Segment Percentages, By Region and Country, 2021 (%)

• North America
• US
• Canada
• Mexico
• Europe
• Germany
• France
• U.K.
• Italy
• Russia
• Nordic Countries
• Benelux
• Rest of Europe
• Asia
• China
• Japan
• South Korea
• Southeast Asia
• India
• Rest of Asia
• South America
• Brazil
• Argentina
• Rest of South America
• Middle East & Africa
• Turkey
• Israel
• Saudi Arabia
• UAE
• Rest of Middle East & Africa

Competitor Analysis

The report also provides analysis of leading market participants including:

Key companies Manufacturing Predictive Analytics revenues in global market, 2017-2022 (estimated), ($ millions)

Key companies Manufacturing Predictive Analytics revenues share in global market, 2021 (%)

Further, the report presents profiles of competitors in the market, key players include:

• IBM
• Microsoft
• Oracle
• SAS
• Cambridge Analytica
• Civis Analytics
• RapidMiner
• SAP
• Alteryx
• Bridgei2i Analytics Solutions
• Cisco Systems
• FICO
• Tibco Software

Contents

1 INTRODUCTION TO RESEARCH & ANALYSIS REPORTS

1.1 Manufacturing Predictive Analytics Market Definition
1.2 Market Segments
  1.2.1 Market by Type
  1.2.2 Market by Application
1.3 Global Manufacturing Predictive Analytics Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
  1.5.1 Research Methodology
  1.5.2 Research Process
  1.5.3 Base Year
  1.5.4 Report Assumptions & Caveats

2 GLOBAL MANUFACTURING PREDICTIVE ANALYTICS OVERALL MARKET SIZE

2.1 Global Manufacturing Predictive Analytics Market Size: 2021 VS 2028
2.2 Global Manufacturing Predictive Analytics Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
  2.3.1 Market Opportunities & Trends
  2.3.2 Market Drivers
  2.3.3 Market Restraints

3 COMPANY LANDSCAPE

3.1 Top Manufacturing Predictive Analytics Players in Global Market
3.2 Top Global Manufacturing Predictive Analytics Companies Ranked by Revenue
3.3 Global Manufacturing Predictive Analytics Revenue by Companies
3.4 Top 3 and Top 5 Manufacturing Predictive Analytics Companies in Global Market, by Revenue in 2021
3.5 Global Companies Manufacturing Predictive Analytics Product Type
3.6 Tier 1, Tier 2 and Tier 3 Manufacturing Predictive Analytics Players in Global Market
  3.6.1 List of Global Tier 1 Manufacturing Predictive Analytics Companies
  3.6.2 List of Global Tier 2 and Tier 3 Manufacturing Predictive Analytics Companies

4 MARKET SIGHTS BY PRODUCT

4.1 Overview
  4.1.1 by Type - Global Manufacturing Predictive Analytics Market Size Markets, 2021 & 2028
  4.1.2 Software
  4.1.3 Hardware
  4.1.4 Other Services
4.2 By Type - Global Manufacturing Predictive Analytics Revenue & Forecasts
  4.2.1 By Type - Global Manufacturing Predictive Analytics Revenue, 2017-2022
  4.2.2 By Type - Global Manufacturing Predictive Analytics Revenue, 2023-2028
  4.2.3 By Type - Global Manufacturing Predictive Analytics Revenue Market Share, 2017-2028

5 SIGHTS BY APPLICATION

5.1 Overview
  5.1.1 By Application - Global Manufacturing Predictive Analytics Market Size, 2021 & 2028
  5.1.2 Automotive
  5.1.3 Aerospace
  5.1.4 Building Construction
  5.1.5 Chemical
  5.1.6 Others
5.2 By Application - Global Manufacturing Predictive Analytics Revenue & Forecasts
  5.2.1 By Application - Global Manufacturing Predictive Analytics Revenue, 2017-2022
  5.2.2 By Application - Global Manufacturing Predictive Analytics Revenue, 2023-2028
  5.2.3 By Application - Global Manufacturing Predictive Analytics Revenue Market Share, 2017-2028

6 SIGHTS BY REGION

6.1 By Region - Global Manufacturing Predictive Analytics Market Size, 2021 & 2028
6.2 By Region - Global Manufacturing Predictive Analytics Revenue & Forecasts
  6.2.1 By Region - Global Manufacturing Predictive Analytics Revenue, 2017-2022
  6.2.2 By Region - Global Manufacturing Predictive Analytics Revenue, 2023-2028
  6.2.3 By Region - Global Manufacturing Predictive Analytics Revenue Market Share, 2017-2028
6.3 North America
  6.3.1 By Country - North America Manufacturing Predictive Analytics Revenue, 2017-2028
  6.3.2 US Manufacturing Predictive Analytics Market Size, 2017-2028
  6.3.3 Canada Manufacturing Predictive Analytics Market Size, 2017-2028
  6.3.4 Mexico Manufacturing Predictive Analytics Market Size, 2017-2028
6.4 Europe
  6.4.1 By Country - Europe Manufacturing Predictive Analytics Revenue, 2017-2028
  6.4.2 Germany Manufacturing Predictive Analytics Market Size, 2017-2028
  6.4.3 France Manufacturing Predictive Analytics Market Size, 2017-2028
  6.4.4 U.K. Manufacturing Predictive Analytics Market Size, 2017-2028
  6.4.5 Italy Manufacturing Predictive Analytics Market Size, 2017-2028
  6.4.6 Russia Manufacturing Predictive Analytics Market Size, 2017-2028
  6.4.7 Nordic Countries Manufacturing Predictive Analytics Market Size, 2017-2028
  6.4.8 Benelux Manufacturing Predictive Analytics Market Size, 2017-2028
6.5 Asia
  6.5.1 By Region - Asia Manufacturing Predictive Analytics Revenue, 2017-2028
  6.5.2 China Manufacturing Predictive Analytics Market Size, 2017-2028
  6.5.3 Japan Manufacturing Predictive Analytics Market Size, 2017-2028
  6.5.4 South Korea Manufacturing Predictive Analytics Market Size, 2017-2028
  6.5.5 Southeast Asia Manufacturing Predictive Analytics Market Size, 2017-2028
  6.5.6 India Manufacturing Predictive Analytics Market Size, 2017-2028
6.6 South America
  6.6.1 By Country - South America Manufacturing Predictive Analytics Revenue, 2017-2028
  6.6.2 Brazil Manufacturing Predictive Analytics Market Size, 2017-2028
  6.6.3 Argentina Manufacturing Predictive Analytics Market Size, 2017-2028
6.7 Middle East & Africa
  6.7.1 By Country - Middle East & Africa Manufacturing Predictive Analytics Revenue, 2017-2028
  6.7.2 Turkey Manufacturing Predictive Analytics Market Size, 2017-2028
  6.7.3 Israel Manufacturing Predictive Analytics Market Size, 2017-2028
  6.7.4 Saudi Arabia Manufacturing Predictive Analytics Market Size, 2017-2028
  6.7.5 UAE Manufacturing Predictive Analytics Market Size, 2017-2028

7 PLAYERS PROFILES

7.1 IBM
  7.1.1 IBM Corporate Summary
  7.1.2 IBM Business Overview
  7.1.3 IBM Manufacturing Predictive Analytics Major Product Offerings
  7.1.4 IBM Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.1.5 IBM Key News
7.2 Microsoft
  7.2.1 Microsoft Corporate Summary
  7.2.2 Microsoft Business Overview
  7.2.3 Microsoft Manufacturing Predictive Analytics Major Product Offerings
  7.2.4 Microsoft Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.2.5 Microsoft Key News
7.3 Oracle
  7.3.1 Oracle Corporate Summary
  7.3.2 Oracle Business Overview
  7.3.3 Oracle Manufacturing Predictive Analytics Major Product Offerings
  7.3.4 Oracle Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.3.5 Oracle Key News
7.4 SAS
  7.4.1 SAS Corporate Summary
  7.4.2 SAS Business Overview
  7.4.3 SAS Manufacturing Predictive Analytics Major Product Offerings
  7.4.4 SAS Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.4.5 SAS Key News
7.5 Cambridge Analytica
  7.5.1 Cambridge Analytica Corporate Summary
  7.5.2 Cambridge Analytica Business Overview
  7.5.3 Cambridge Analytica Manufacturing Predictive Analytics Major Product Offerings
  7.5.4 Cambridge Analytica Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.5.5 Cambridge Analytica Key News
7.6 Civis Analytics
  7.6.1 Civis Analytics Corporate Summary
  7.6.2 Civis Analytics Business Overview
  7.6.3 Civis Analytics Manufacturing Predictive Analytics Major Product Offerings
  7.6.4 Civis Analytics Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.6.5 Civis Analytics Key News
7.7 RapidMiner
  7.7.1 RapidMiner Corporate Summary
  7.7.2 RapidMiner Business Overview
  7.7.3 RapidMiner Manufacturing Predictive Analytics Major Product Offerings
  7.7.4 RapidMiner Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.7.5 RapidMiner Key News
7.8 SAP
  7.8.1 SAP Corporate Summary
  7.8.2 SAP Business Overview
  7.8.3 SAP Manufacturing Predictive Analytics Major Product Offerings
  7.8.4 SAP Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.8.5 SAP Key News
7.9 Alteryx
  7.9.1 Alteryx Corporate Summary
  7.9.2 Alteryx Business Overview
  7.9.3 Alteryx Manufacturing Predictive Analytics Major Product Offerings
  7.9.4 Alteryx Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.9.5 Alteryx Key News
7.10 Bridgei2i Analytics Solutions
  7.10.1 Bridgei2i Analytics Solutions Corporate Summary
  7.10.2 Bridgei2i Analytics Solutions Business Overview
  7.10.3 Bridgei2i Analytics Solutions Manufacturing Predictive Analytics Major Product Offerings
  7.10.4 Bridgei2i Analytics Solutions Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.10.5 Bridgei2i Analytics Solutions Key News
7.11 Cisco Systems
  7.11.1 Cisco Systems Corporate Summary
  7.11.2 Cisco Systems Business Overview
  7.11.3 Cisco Systems Manufacturing Predictive Analytics Major Product Offerings
  7.11.4 Cisco Systems Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.11.5 Cisco Systems Key News
7.12 FICO
  7.12.1 FICO Corporate Summary
  7.12.2 FICO Business Overview
  7.12.3 FICO Manufacturing Predictive Analytics Major Product Offerings
  7.12.4 FICO Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.12.5 FICO Key News
7.13 Tibco Software
  7.13.1 Tibco Software Corporate Summary
  7.13.2 Tibco Software Business Overview
  7.13.3 Tibco Software Manufacturing Predictive Analytics Major Product Offerings
  7.13.4 Tibco Software Manufacturing Predictive Analytics Revenue in Global Market (2017-2022)
  7.13.5 Tibco Software Key News

8 CONCLUSION

9 APPENDIX

9.1 Note
9.2 Examples of Clients
9.3 Disclaimer

List Of Tables

LIST OF TABLES

Table 1. Manufacturing Predictive Analytics Market Opportunities & Trends in Global Market
Table 2. Manufacturing Predictive Analytics Market Drivers in Global Market
Table 3. Manufacturing Predictive Analytics Market Restraints in Global Market
Table 4. Key Players of Manufacturing Predictive Analytics in Global Market
Table 5. Top Manufacturing Predictive Analytics Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Manufacturing Predictive Analytics Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Manufacturing Predictive Analytics Revenue Share by Companies, 2017-2022
Table 8. Global Companies Manufacturing Predictive Analytics Product Type
Table 9. List of Global Tier 1 Manufacturing Predictive Analytics Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Manufacturing Predictive Analytics Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type – Global Manufacturing Predictive Analytics Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Manufacturing Predictive Analytics Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Manufacturing Predictive Analytics Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application – Global Manufacturing Predictive Analytics Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Manufacturing Predictive Analytics Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Manufacturing Predictive Analytics Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region – Global Manufacturing Predictive Analytics Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Manufacturing Predictive Analytics Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Manufacturing Predictive Analytics Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Manufacturing Predictive Analytics Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Manufacturing Predictive Analytics Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Manufacturing Predictive Analytics Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Manufacturing Predictive Analytics Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Manufacturing Predictive Analytics Revenue, (US$, Mn), 2023-2028
Table 30. IBM Corporate Summary
Table 31. IBM Manufacturing Predictive Analytics Product Offerings
Table 32. IBM Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 33. Microsoft Corporate Summary
Table 34. Microsoft Manufacturing Predictive Analytics Product Offerings
Table 35. Microsoft Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 36. Oracle Corporate Summary
Table 37. Oracle Manufacturing Predictive Analytics Product Offerings
Table 38. Oracle Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 39. SAS Corporate Summary
Table 40. SAS Manufacturing Predictive Analytics Product Offerings
Table 41. SAS Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 42. Cambridge Analytica Corporate Summary
Table 43. Cambridge Analytica Manufacturing Predictive Analytics Product Offerings
Table 44. Cambridge Analytica Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 45. Civis Analytics Corporate Summary
Table 46. Civis Analytics Manufacturing Predictive Analytics Product Offerings
Table 47. Civis Analytics Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 48. RapidMiner Corporate Summary
Table 49. RapidMiner Manufacturing Predictive Analytics Product Offerings
Table 50. RapidMiner Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 51. SAP Corporate Summary
Table 52. SAP Manufacturing Predictive Analytics Product Offerings
Table 53. SAP Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 54. Alteryx Corporate Summary
Table 55. Alteryx Manufacturing Predictive Analytics Product Offerings
Table 56. Alteryx Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 57. Bridgei2i Analytics Solutions Corporate Summary
Table 58. Bridgei2i Analytics Solutions Manufacturing Predictive Analytics Product Offerings
Table 59. Bridgei2i Analytics Solutions Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 60. Cisco Systems Corporate Summary
Table 61. Cisco Systems Manufacturing Predictive Analytics Product Offerings
Table 62. Cisco Systems Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 63. FICO Corporate Summary
Table 64. FICO Manufacturing Predictive Analytics Product Offerings
Table 65. FICO Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)
Table 66. Tibco Software Corporate Summary
Table 67. Tibco Software Manufacturing Predictive Analytics Product Offerings
Table 68. Tibco Software Manufacturing Predictive Analytics Revenue (US$, Mn), (2017-2022)

List Of Figures

LIST OF FIGURES

Figure 1. Manufacturing Predictive Analytics Segment by Type in 2021
Figure 2. Manufacturing Predictive Analytics Segment by Application in 2021
Figure 3. Global Manufacturing Predictive Analytics Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Manufacturing Predictive Analytics Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Manufacturing Predictive Analytics Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Manufacturing Predictive Analytics Revenue in 2021
Figure 8. By Type - Global Manufacturing Predictive Analytics Revenue Market Share, 2017-2028
Figure 9. By Application - Global Manufacturing Predictive Analytics Revenue Market Share, 2017-2028
Figure 10. By Region - Global Manufacturing Predictive Analytics Revenue Market Share, 2017-2028
Figure 11. By Country - North America Manufacturing Predictive Analytics Revenue Market Share, 2017-2028
Figure 12. US Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Manufacturing Predictive Analytics Revenue Market Share, 2017-2028
Figure 16. Germany Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 17. France Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Manufacturing Predictive Analytics Revenue Market Share, 2017-2028
Figure 24. China Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 28. India Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Manufacturing Predictive Analytics Revenue Market Share, 2017-2028
Figure 30. Brazil Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Manufacturing Predictive Analytics Revenue Market Share, 2017-2028
Figure 33. Turkey Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Manufacturing Predictive Analytics Revenue, (US$, Mn), 2017-2028
Figure 37. IBM Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Microsoft Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. Oracle Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. SAS Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Cambridge Analytica Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Civis Analytics Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. RapidMiner Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. SAP Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. Alteryx Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. Bridgei2i Analytics Solutions Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. Cisco Systems Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. FICO Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 49. Tibco Software Manufacturing Predictive Analytics Revenue Year Over Year Growth (US$, Mn) & (2017-2022)