North America Predictive Retail Analytics Market Size, Share & Trends Analysis Report By Application, By Enterprise Size (Large Enterprises, and SMEs), By Component, By Deployment Type, By Business Function, By Country and Growth Forecast, 2024 - 2031
Published Date : 07-Nov-2024 |
Pages: 156 |
Formats: PDF |
COVID-19 Impact on the North America Predictive Retail Analytics Market
Market Overview
The North America Predictive Retail Analytics Market would witness market growth of 32.3% CAGR during the forecast period (2024-2031).
The US market dominated the North America Predictive Retail Analytics Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $4,355.2 million by 2031. The Canada market is experiencing a CAGR of 35.2% during (2024 - 2031). Additionally, The Mexico market would exhibit a CAGR of 34.1% during (2024 - 2031).
Predictive retail analytics is a data-driven methodology that employs machine learning techniques, statistical algorithms, and historical data to anticipate future trends, behaviors, and events in the retail sector. It enables retailers to identify patterns and trends by analyzing immense amounts of data from a variety of sources, such as sales records, consumer interactions, and online behaviors.
Additionally, these valuable insights enable businesses to make well-informed decisions regarding their operations, including inventory management, demand forecasting, marketing strategies, and personalized customer experiences.
The proliferation of online purchasing and the growing demand for data-driven insights are the primary factors driving the substantial expansion of the North American predictive retail analytics market. According to the U.S. Census Bureau, e-commerce sales in the United States reached $815.4 billion in 2020, representing a 43% increase from $571.2 billion in 2019. This surge in e-commerce has led to a rising need for analytics solutions that help retailers optimize inventory, forecast demand, and enhance customer targeting.
Free Valuable Insights: The Predictive Retail Analytics Market is Predict to reach USD 17 billion by 2031, at a CAGR of 33.2%
Based on Application, the market is segmented into Inventory Analysis, Customer Management, Pricing Analysis, Performance Analysis, Merchandising Analysis, and Other Application. Based on Enterprise Size, the market is segmented into Large Enterprises, and SMEs. Based on Component, the market is segmented into Software, and Services (Consulting Services, Deployment & Integration Services, Support & Maintenance Services, and Training & Education Services). Based on Deployment Type, the market is segmented into Cloud-based, On-Premise, and Hybrid. Based on Business Function, the market is segmented into Supply Chain Management, Sales & Marketing, Strategy & Planning, In-store Operations, Human Resource, and Other Business Function. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.
List of Key Companies Profiled
- IBM Corporation
- Oracle Corporation
- SAP SE
- Microsoft Corporation
- SAS Institute Inc.
- NTT Data Corporation
- TIBCO Software, Inc. (Vista Equity Partners Management, LLC)
- Salesforce, Inc.
- Alteryx, Inc.
- Fair Isaac Corporation (FICO)
North America Predictive Retail Analytics Market Report Segmentation
By Application
- Inventory Analysis
- Customer Management
- Pricing Analysis
- Performance Analysis
- Merchandising Analysis
- Other Application
By Enterprise Size
- Large Enterprises
- SMEs
By Component
- Software
- Services
- Consulting Services
- Deployment & Integration Services
- Support & Maintenance Services
- Training & Education Services
By Deployment Type
- Cloud-based
- On-Premise
- Hybrid
By Business Function
- Supply Chain Management
- Sales & Marketing
- Strategy & Planning
- In-store Operations
- Human Resource
- Other Business Function
By Country
- US
- Canada
- Mexico
- Rest of North America
Table of contents
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 North America Predictive Retail Analytics Market, by Application
1.4.2 North America Predictive Retail Analytics Market, by Enterprise Size
1.4.3 North America Predictive Retail Analytics Market, by Component
1.4.4 North America Predictive Retail Analytics Market, by Deployment Type
1.4.5 North America Predictive Retail Analytics Market, by Business Function
1.4.6 North America Predictive Retail Analytics Market, by Country
1.5 Methodology for the research
Chapter 2. Market at a Glance
2.1 Key Highlights
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
3.2.3 Market Opportunities
3.2.4 Market Challenges
Chapter 4. Competition Analysis - Global
4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
4.2.1 Partnerships, Collaborations and Agreements
4.2.2 Product Launches and Product Expansions
4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2023
4.4 Top Winning Strategies
4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2020, Jun – 2024, Aug) Leading Players
4.5 Porter Five Forces Analysis
Chapter 5. North America Predictive Retail Analytics Market by Application
5.1 North America Inventory Analysis Market by Country
5.2 North America Customer Management Market by Country
5.3 North America Pricing Analysis Market by Country
5.4 North America Performance Analysis Market by Country
5.5 North America Merchandising Analysis Market by Country
5.6 North America Other Application Market by Country
Chapter 6. North America Predictive Retail Analytics Market by Enterprise Size
6.1 North America Large Enterprises Market by Region
6.2 North America SMEs Market by Region
Chapter 7. North America Predictive Retail Analytics Market by Component
7.1 North America Software Market by Country
7.2 North America Services Market by Country
7.3 North America Predictive Retail Analytics Market by Services Type
7.3.1 North America Consulting Services Market by Country
7.3.2 North America Deployment & Integration Services Market by Country
7.3.3 North America Support & Maintenance Services Market by Country
7.3.4 North America Training & Education Services Market by Country
Chapter 8. North America Predictive Retail Analytics Market by Deployment Type
8.1 North America Cloud-based Market by Country
8.2 North America On-Premise Market by Country
8.3 North America Hybrid Market by Country
Chapter 9. North America Predictive Retail Analytics Market by Business Function
9.1 North America Supply Chain Management Market by Country
9.2 North America Sales & Marketing Market by Country
9.3 North America Strategy & Planning Market by Country
9.4 North America In-store Operations Market by Country
9.5 North America Human Resource Market by Country
9.6 North America Other Business Function Market by Country
Chapter 10. North America Predictive Retail Analytics Market by Country
10.1 US Predictive Retail Analytics Market
10.1.1 US Predictive Retail Analytics Market by Application
10.1.2 US Predictive Retail Analytics Market by Enterprise Size
10.1.3 US Predictive Retail Analytics Market by Component
10.1.3.1 US Predictive Retail Analytics Market by Services Type
10.1.4 US Predictive Retail Analytics Market by Deployment Type
10.1.5 US Predictive Retail Analytics Market by Business Function
10.2 Canada Predictive Retail Analytics Market
10.2.1 Canada Predictive Retail Analytics Market by Application
10.2.2 Canada Predictive Retail Analytics Market by Enterprise Size
10.2.3 Canada Predictive Retail Analytics Market by Component
10.2.3.1 Canada Predictive Retail Analytics Market by Services Type
10.2.4 Canada Predictive Retail Analytics Market by Deployment Type
10.2.5 Canada Predictive Retail Analytics Market by Business Function
10.3 Mexico Predictive Retail Analytics Market
10.3.1 Mexico Predictive Retail Analytics Market by Application
10.3.2 Mexico Predictive Retail Analytics Market by Enterprise Size
10.3.3 Mexico Predictive Retail Analytics Market by Component
10.3.3.1 Mexico Predictive Retail Analytics Market by Services Type
10.3.4 Mexico Predictive Retail Analytics Market by Deployment Type
10.3.5 Mexico Predictive Retail Analytics Market by Business Function
10.4 Rest of North America Predictive Retail Analytics Market
10.4.1 Rest of North America Predictive Retail Analytics Market by Application
10.4.2 Rest of North America Predictive Retail Analytics Market by Enterprise Size
10.4.3 Rest of North America Predictive Retail Analytics Market by Component
10.4.3.1 Rest of North America Predictive Retail Analytics Market by Services Type
10.4.4 Rest of North America Predictive Retail Analytics Market by Deployment Type
10.4.5 Rest of North America Predictive Retail Analytics Market by Business Function
Chapter 11. Company Profiles
11.1 IBM Corporation
11.1.1 Company Overview
11.1.2 Financial Analysis
11.1.3 Regional & Segmental Analysis
11.1.4 Research & Development Expenses
11.1.5 Recent strategies and developments:
11.1.5.1 Partnerships, Collaborations, and Agreements:
11.1.5.2 Product Launches and Product Expansions:
11.1.5.3 Acquisition and Mergers:
11.1.6 SWOT Analysis
11.2 Microsoft Corporation
11.2.1 Company Overview
11.2.2 Financial Analysis
11.2.3 Segmental and Regional Analysis
11.2.4 Research & Development Expenses
11.2.5 Recent strategies and developments:
11.2.5.1 Product Launches and Product Expansions:
11.2.5.2 Partnerships, Collaborations, and Agreements:
11.2.6 SWOT Analysis
11.3 Oracle Corporation
11.3.1 Company Overview
11.3.2 Financial Analysis
11.3.3 Segmental and Regional Analysis
11.3.4 Research & Development Expense
11.3.5 Recent strategies and developments:
11.3.5.1 Product Launches and Product Expansions:
11.3.6 SWOT Analysis
11.4 SAP SE
11.4.1 Company Overview
11.4.2 Financial Analysis
11.4.3 Regional Analysis
11.4.4 Research & Development Expense
11.4.5 Recent strategies and developments:
11.4.5.1 Product Launches and Product Expansions:
11.4.5.2 Acquisition and Mergers:
11.4.6 SWOT Analysis
11.5 SAS Institute, Inc.
11.5.1 Company Overview
11.5.2 Recent strategies and developments:
11.5.2.1 Partnerships, Collaborations, and Agreements:
11.5.3 SWOT Analysis
11.6 Salesforce, Inc.
11.6.1 Company Overview
11.6.2 Financial Analysis
11.6.3 Regional Analysis
11.6.4 Research & Development Expenses
11.6.5 Recent strategies and developments:
11.6.5.1 Partnerships, Collaborations, and Agreements:
11.6.5.2 Product Launches and Product Expansions:
11.6.6 SWOT Analysis
11.7 NTT Data Corporation
11.7.1 Company Overview
11.7.2 Financial Analysis
11.7.3 Recent strategies and developments:
11.7.3.1 Partnerships, Collaborations, and Agreements:
11.8 Tibco Software, Inc. (Vista Equity Partners Management, LLC)
11.8.1 Company Overview
11.8.2 Recent strategies and developments:
11.8.2.1 Product Launches and Product Expansions:
11.8.2.2 Acquisition and Mergers:
11.8.3 SWOT Analysis
11.9 Alteryx, Inc.
11.9.1 Company Overview
11.9.2 Financial Analysis
11.9.3 Research & Development Expenses
11.9.4 Recent strategies and developments:
11.9.4.1 Partnerships, Collaborations, and Agreements:
11.9.4.2 Product Launches and Product Expansions:
11.9.5 SWOT Analysis
11.10. Fair Isaac Corporation (FICO)
11.10.1 Company Overview
11.10.2 Financial Analysis
11.10.3 Segmental and Regional Analysis
11.10.4 Research & Development Expenses
11.10.5 Recent strategies and developments:
11.10.5.1 Partnerships, Collaborations, and Agreements:
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 North America Predictive Retail Analytics Market, by Application
1.4.2 North America Predictive Retail Analytics Market, by Enterprise Size
1.4.3 North America Predictive Retail Analytics Market, by Component
1.4.4 North America Predictive Retail Analytics Market, by Deployment Type
1.4.5 North America Predictive Retail Analytics Market, by Business Function
1.4.6 North America Predictive Retail Analytics Market, by Country
1.5 Methodology for the research
Chapter 2. Market at a Glance
2.1 Key Highlights
Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
3.2.3 Market Opportunities
3.2.4 Market Challenges
Chapter 4. Competition Analysis - Global
4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
4.2.1 Partnerships, Collaborations and Agreements
4.2.2 Product Launches and Product Expansions
4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2023
4.4 Top Winning Strategies
4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
4.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2020, Jun – 2024, Aug) Leading Players
4.5 Porter Five Forces Analysis
Chapter 5. North America Predictive Retail Analytics Market by Application
5.1 North America Inventory Analysis Market by Country
5.2 North America Customer Management Market by Country
5.3 North America Pricing Analysis Market by Country
5.4 North America Performance Analysis Market by Country
5.5 North America Merchandising Analysis Market by Country
5.6 North America Other Application Market by Country
Chapter 6. North America Predictive Retail Analytics Market by Enterprise Size
6.1 North America Large Enterprises Market by Region
6.2 North America SMEs Market by Region
Chapter 7. North America Predictive Retail Analytics Market by Component
7.1 North America Software Market by Country
7.2 North America Services Market by Country
7.3 North America Predictive Retail Analytics Market by Services Type
7.3.1 North America Consulting Services Market by Country
7.3.2 North America Deployment & Integration Services Market by Country
7.3.3 North America Support & Maintenance Services Market by Country
7.3.4 North America Training & Education Services Market by Country
Chapter 8. North America Predictive Retail Analytics Market by Deployment Type
8.1 North America Cloud-based Market by Country
8.2 North America On-Premise Market by Country
8.3 North America Hybrid Market by Country
Chapter 9. North America Predictive Retail Analytics Market by Business Function
9.1 North America Supply Chain Management Market by Country
9.2 North America Sales & Marketing Market by Country
9.3 North America Strategy & Planning Market by Country
9.4 North America In-store Operations Market by Country
9.5 North America Human Resource Market by Country
9.6 North America Other Business Function Market by Country
Chapter 10. North America Predictive Retail Analytics Market by Country
10.1 US Predictive Retail Analytics Market
10.1.1 US Predictive Retail Analytics Market by Application
10.1.2 US Predictive Retail Analytics Market by Enterprise Size
10.1.3 US Predictive Retail Analytics Market by Component
10.1.3.1 US Predictive Retail Analytics Market by Services Type
10.1.4 US Predictive Retail Analytics Market by Deployment Type
10.1.5 US Predictive Retail Analytics Market by Business Function
10.2 Canada Predictive Retail Analytics Market
10.2.1 Canada Predictive Retail Analytics Market by Application
10.2.2 Canada Predictive Retail Analytics Market by Enterprise Size
10.2.3 Canada Predictive Retail Analytics Market by Component
10.2.3.1 Canada Predictive Retail Analytics Market by Services Type
10.2.4 Canada Predictive Retail Analytics Market by Deployment Type
10.2.5 Canada Predictive Retail Analytics Market by Business Function
10.3 Mexico Predictive Retail Analytics Market
10.3.1 Mexico Predictive Retail Analytics Market by Application
10.3.2 Mexico Predictive Retail Analytics Market by Enterprise Size
10.3.3 Mexico Predictive Retail Analytics Market by Component
10.3.3.1 Mexico Predictive Retail Analytics Market by Services Type
10.3.4 Mexico Predictive Retail Analytics Market by Deployment Type
10.3.5 Mexico Predictive Retail Analytics Market by Business Function
10.4 Rest of North America Predictive Retail Analytics Market
10.4.1 Rest of North America Predictive Retail Analytics Market by Application
10.4.2 Rest of North America Predictive Retail Analytics Market by Enterprise Size
10.4.3 Rest of North America Predictive Retail Analytics Market by Component
10.4.3.1 Rest of North America Predictive Retail Analytics Market by Services Type
10.4.4 Rest of North America Predictive Retail Analytics Market by Deployment Type
10.4.5 Rest of North America Predictive Retail Analytics Market by Business Function
Chapter 11. Company Profiles
11.1 IBM Corporation
11.1.1 Company Overview
11.1.2 Financial Analysis
11.1.3 Regional & Segmental Analysis
11.1.4 Research & Development Expenses
11.1.5 Recent strategies and developments:
11.1.5.1 Partnerships, Collaborations, and Agreements:
11.1.5.2 Product Launches and Product Expansions:
11.1.5.3 Acquisition and Mergers:
11.1.6 SWOT Analysis
11.2 Microsoft Corporation
11.2.1 Company Overview
11.2.2 Financial Analysis
11.2.3 Segmental and Regional Analysis
11.2.4 Research & Development Expenses
11.2.5 Recent strategies and developments:
11.2.5.1 Product Launches and Product Expansions:
11.2.5.2 Partnerships, Collaborations, and Agreements:
11.2.6 SWOT Analysis
11.3 Oracle Corporation
11.3.1 Company Overview
11.3.2 Financial Analysis
11.3.3 Segmental and Regional Analysis
11.3.4 Research & Development Expense
11.3.5 Recent strategies and developments:
11.3.5.1 Product Launches and Product Expansions:
11.3.6 SWOT Analysis
11.4 SAP SE
11.4.1 Company Overview
11.4.2 Financial Analysis
11.4.3 Regional Analysis
11.4.4 Research & Development Expense
11.4.5 Recent strategies and developments:
11.4.5.1 Product Launches and Product Expansions:
11.4.5.2 Acquisition and Mergers:
11.4.6 SWOT Analysis
11.5 SAS Institute, Inc.
11.5.1 Company Overview
11.5.2 Recent strategies and developments:
11.5.2.1 Partnerships, Collaborations, and Agreements:
11.5.3 SWOT Analysis
11.6 Salesforce, Inc.
11.6.1 Company Overview
11.6.2 Financial Analysis
11.6.3 Regional Analysis
11.6.4 Research & Development Expenses
11.6.5 Recent strategies and developments:
11.6.5.1 Partnerships, Collaborations, and Agreements:
11.6.5.2 Product Launches and Product Expansions:
11.6.6 SWOT Analysis
11.7 NTT Data Corporation
11.7.1 Company Overview
11.7.2 Financial Analysis
11.7.3 Recent strategies and developments:
11.7.3.1 Partnerships, Collaborations, and Agreements:
11.8 Tibco Software, Inc. (Vista Equity Partners Management, LLC)
11.8.1 Company Overview
11.8.2 Recent strategies and developments:
11.8.2.1 Product Launches and Product Expansions:
11.8.2.2 Acquisition and Mergers:
11.8.3 SWOT Analysis
11.9 Alteryx, Inc.
11.9.1 Company Overview
11.9.2 Financial Analysis
11.9.3 Research & Development Expenses
11.9.4 Recent strategies and developments:
11.9.4.1 Partnerships, Collaborations, and Agreements:
11.9.4.2 Product Launches and Product Expansions:
11.9.5 SWOT Analysis
11.10. Fair Isaac Corporation (FICO)
11.10.1 Company Overview
11.10.2 Financial Analysis
11.10.3 Segmental and Regional Analysis
11.10.4 Research & Development Expenses
11.10.5 Recent strategies and developments:
11.10.5.1 Partnerships, Collaborations, and Agreements:
List of Tables
TABLE 1 North America Predictive Retail Analytics Market, 2020 - 2023, USD Million
TABLE 2 North America Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Predictive Retail Analytics Market
TABLE 4 Product Launches And Product Expansions– Predictive Retail Analytics Market
TABLE 5 Acquisition and Mergers– Predictive Retail Analytics Market
TABLE 6 North America Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 7 North America Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 8 North America Inventory Analysis Market by Country, 2020 - 2023, USD Million
TABLE 9 North America Inventory Analysis Market by Country, 2024 - 2031, USD Million
TABLE 10 North America Customer Management Market by Country, 2020 - 2023, USD Million
TABLE 11 North America Customer Management Market by Country, 2024 - 2031, USD Million
TABLE 12 North America Pricing Analysis Market by Country, 2020 - 2023, USD Million
TABLE 13 North America Pricing Analysis Market by Country, 2024 - 2031, USD Million
TABLE 14 North America Performance Analysis Market by Country, 2020 - 2023, USD Million
TABLE 15 North America Performance Analysis Market by Country, 2024 - 2031, USD Million
TABLE 16 North America Merchandising Analysis Market by Country, 2020 - 2023, USD Million
TABLE 17 North America Merchandising Analysis Market by Country, 2024 - 2031, USD Million
TABLE 18 North America Other Application Market by Country, 2020 - 2023, USD Million
TABLE 19 North America Other Application Market by Country, 2024 - 2031, USD Million
TABLE 20 North America Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 21 North America Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 22 North America Large Enterprises Market by Region, 2020 - 2023, USD Million
TABLE 23 North America Large Enterprises Market by Region, 2024 - 2031, USD Million
TABLE 24 North America SMEs Market by Region, 2020 - 2023, USD Million
TABLE 25 North America SMEs Market by Region, 2024 - 2031, USD Million
TABLE 26 North America Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 27 North America Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 28 North America Software Market by Country, 2020 - 2023, USD Million
TABLE 29 North America Software Market by Country, 2024 - 2031, USD Million
TABLE 30 North America Services Market by Country, 2020 - 2023, USD Million
TABLE 31 North America Services Market by Country, 2024 - 2031, USD Million
TABLE 32 North America Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 33 North America Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 34 North America Consulting Services Market by Country, 2020 - 2023, USD Million
TABLE 35 North America Consulting Services Market by Country, 2024 - 2031, USD Million
TABLE 36 North America Deployment & Integration Services Market by Country, 2020 - 2023, USD Million
TABLE 37 North America Deployment & Integration Services Market by Country, 2024 - 2031, USD Million
TABLE 38 North America Support & Maintenance Services Market by Country, 2020 - 2023, USD Million
TABLE 39 North America Support & Maintenance Services Market by Country, 2024 - 2031, USD Million
TABLE 40 North America Training & Education Services Market by Country, 2020 - 2023, USD Million
TABLE 41 North America Training & Education Services Market by Country, 2024 - 2031, USD Million
TABLE 42 North America Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 43 North America Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 44 North America Cloud-based Market by Country, 2020 - 2023, USD Million
TABLE 45 North America Cloud-based Market by Country, 2024 - 2031, USD Million
TABLE 46 North America On-Premise Market by Country, 2020 - 2023, USD Million
TABLE 47 North America On-Premise Market by Country, 2024 - 2031, USD Million
TABLE 48 North America Hybrid Market by Country, 2020 - 2023, USD Million
TABLE 49 North America Hybrid Market by Country, 2024 - 2031, USD Million
TABLE 50 North America Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 51 North America Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 52 North America Supply Chain Management Market by Country, 2020 - 2023, USD Million
TABLE 53 North America Supply Chain Management Market by Country, 2024 - 2031, USD Million
TABLE 54 North America Sales & Marketing Market by Country, 2020 - 2023, USD Million
TABLE 55 North America Sales & Marketing Market by Country, 2024 - 2031, USD Million
TABLE 56 North America Strategy & Planning Market by Country, 2020 - 2023, USD Million
TABLE 57 North America Strategy & Planning Market by Country, 2024 - 2031, USD Million
TABLE 58 North America In-store Operations Market by Country, 2020 - 2023, USD Million
TABLE 59 North America In-store Operations Market by Country, 2024 - 2031, USD Million
TABLE 60 North America Human Resource Market by Country, 2020 - 2023, USD Million
TABLE 61 North America Human Resource Market by Country, 2024 - 2031, USD Million
TABLE 62 North America Other Business Function Market by Country, 2020 - 2023, USD Million
TABLE 63 North America Other Business Function Market by Country, 2024 - 2031, USD Million
TABLE 64 North America Predictive Retail Analytics Market by Country, 2020 - 2023, USD Million
TABLE 65 North America Predictive Retail Analytics Market by Country, 2024 - 2031, USD Million
TABLE 66 US Predictive Retail Analytics Market, 2020 - 2023, USD Million
TABLE 67 US Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 68 US Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 69 US Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 70 US Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 71 US Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 72 US Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 73 US Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 74 US Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 75 US Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 76 US Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 77 US Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 78 US Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 79 US Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 80 Canada Predictive Retail Analytics Market, 2020 - 2023, USD Million
TABLE 81 Canada Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 82 Canada Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 83 Canada Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 84 Canada Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 85 Canada Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 86 Canada Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 87 Canada Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 88 Canada Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 89 Canada Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 90 Canada Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 91 Canada Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 92 Canada Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 93 Canada Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 94 Mexico Predictive Retail Analytics Market, 2020 - 2023, USD Million
TABLE 95 Mexico Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 96 Mexico Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 97 Mexico Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 98 Mexico Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 99 Mexico Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 100 Mexico Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 101 Mexico Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 102 Mexico Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 103 Mexico Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 104 Mexico Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 105 Mexico Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 106 Mexico Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 107 Mexico Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 108 Rest of North America Predictive Retail Analytics Market, 2020 - 2023, USD Million
TABLE 109 Rest of North America Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 110 Rest of North America Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 111 Rest of North America Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 112 Rest of North America Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 113 Rest of North America Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 114 Rest of North America Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 115 Rest of North America Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 116 Rest of North America Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 117 Rest of North America Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 118 Rest of North America Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 119 Rest of North America Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 120 Rest of North America Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 121 Rest of North America Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 122 Key Information – IBM Corporation
TABLE 123 Key Information – Microsoft Corporation
TABLE 124 Key Information – Oracle Corporation
TABLE 125 Key Information – SAP SE
TABLE 126 Key Information – SAS Institute, Inc.
TABLE 127 Key Information – Salesforce, Inc.
TABLE 128 Key Information – NTT Data Corporation
TABLE 129 Key Information – Tibco Software, Inc.
TABLE 130 Key Information – Alteryx, Inc.
TABLE 131 Key Information – Fair Isaac Corporation
List of Figures
FIG 1 Methodology for the research
FIG 2 North America Predictive Retail Analytics Market, 2020 - 2031, USD Million
FIG 3 Key Factors Impacting Predictive Retail Analytics Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2023
FIG 6 Key Leading Strategies: Percentage Distribution (2020-2024)
FIG 7 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2020, Jun – 2024, Aug) Leading Players
FIG 8 Porter’s Five Forces Analysis – Predictive Retail Analytics Market
FIG 9 North America Predictive Retail Analytics Market share by Application, 2023
FIG 10 North America Predictive Retail Analytics Market share by Application, 2031
FIG 11 North America Predictive Retail Analytics Market by Application, 2020 - 2031, USD Million
FIG 12 North America Predictive Retail Analytics Market share by Enterprise Size, 2023
FIG 13 North America Predictive Retail Analytics Market share by Enterprise Size, 2031
FIG 14 North America Predictive Retail Analytics Market by Enterprise Size, 2020 - 2031, USD Million
FIG 15 North America Predictive Retail Analytics Market share by Component, 2023
FIG 16 North America Predictive Retail Analytics Market share by Component, 2031
FIG 17 North America Predictive Retail Analytics Market by Component, 2020 - 2031, USD Million
FIG 18 North America Predictive Retail Analytics Market share by Deployment Type, 2023
FIG 19 North America Predictive Retail Analytics Market share by Deployment Type, 2031
FIG 20 North America Predictive Retail Analytics Market by Deployment Type, 2020 - 2031, USD Million
FIG 21 North America Predictive Retail Analytics Market share by Business Function, 2023
FIG 22 North America Predictive Retail Analytics Market share by Business Function, 2031
FIG 23 North America Predictive Retail Analytics Market by Business Function, 2020 - 2031, USD Million
FIG 24 North America Predictive Retail Analytics Market share by Country, 2023
FIG 25 North America Predictive Retail Analytics Market share by Country, 2031
FIG 26 North America Predictive Retail Analytics Market by Country, 2020 - 2031, USD Million
FIG 27 Recent strategies and developments: IBM Corporation
FIG 28 SWOT Analysis: IBM Corporation
FIG 29 Recent strategies and developments: Microsoft Corporation
FIG 30 SWOT Analysis: Microsoft Corporation
FIG 31 SWOT Analysis: Oracle Corporation
FIG 32 Recent strategies and developments: SAP SE
FIG 33 SWOT Analysis: SAP SE
FIG 34 SWOT Analysis: SAS INSTITUTE, INC.
FIG 35 Recent strategies and developments: Salesforce, Inc.
FIG 36 SWOT Analysis: Salesforce, Inc.
FIG 37 Recent strategies and developments: TIBCO Software, Inc.
FIG 38 SWOT Analysis: TIBCO Software, Inc.
FIG 39 Recent strategies and developments: Alteryx, Inc.
FIG 40 SWOT Analysis: Alteryx, Inc.
TABLE 2 North America Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Predictive Retail Analytics Market
TABLE 4 Product Launches And Product Expansions– Predictive Retail Analytics Market
TABLE 5 Acquisition and Mergers– Predictive Retail Analytics Market
TABLE 6 North America Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 7 North America Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 8 North America Inventory Analysis Market by Country, 2020 - 2023, USD Million
TABLE 9 North America Inventory Analysis Market by Country, 2024 - 2031, USD Million
TABLE 10 North America Customer Management Market by Country, 2020 - 2023, USD Million
TABLE 11 North America Customer Management Market by Country, 2024 - 2031, USD Million
TABLE 12 North America Pricing Analysis Market by Country, 2020 - 2023, USD Million
TABLE 13 North America Pricing Analysis Market by Country, 2024 - 2031, USD Million
TABLE 14 North America Performance Analysis Market by Country, 2020 - 2023, USD Million
TABLE 15 North America Performance Analysis Market by Country, 2024 - 2031, USD Million
TABLE 16 North America Merchandising Analysis Market by Country, 2020 - 2023, USD Million
TABLE 17 North America Merchandising Analysis Market by Country, 2024 - 2031, USD Million
TABLE 18 North America Other Application Market by Country, 2020 - 2023, USD Million
TABLE 19 North America Other Application Market by Country, 2024 - 2031, USD Million
TABLE 20 North America Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 21 North America Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 22 North America Large Enterprises Market by Region, 2020 - 2023, USD Million
TABLE 23 North America Large Enterprises Market by Region, 2024 - 2031, USD Million
TABLE 24 North America SMEs Market by Region, 2020 - 2023, USD Million
TABLE 25 North America SMEs Market by Region, 2024 - 2031, USD Million
TABLE 26 North America Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 27 North America Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 28 North America Software Market by Country, 2020 - 2023, USD Million
TABLE 29 North America Software Market by Country, 2024 - 2031, USD Million
TABLE 30 North America Services Market by Country, 2020 - 2023, USD Million
TABLE 31 North America Services Market by Country, 2024 - 2031, USD Million
TABLE 32 North America Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 33 North America Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 34 North America Consulting Services Market by Country, 2020 - 2023, USD Million
TABLE 35 North America Consulting Services Market by Country, 2024 - 2031, USD Million
TABLE 36 North America Deployment & Integration Services Market by Country, 2020 - 2023, USD Million
TABLE 37 North America Deployment & Integration Services Market by Country, 2024 - 2031, USD Million
TABLE 38 North America Support & Maintenance Services Market by Country, 2020 - 2023, USD Million
TABLE 39 North America Support & Maintenance Services Market by Country, 2024 - 2031, USD Million
TABLE 40 North America Training & Education Services Market by Country, 2020 - 2023, USD Million
TABLE 41 North America Training & Education Services Market by Country, 2024 - 2031, USD Million
TABLE 42 North America Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 43 North America Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 44 North America Cloud-based Market by Country, 2020 - 2023, USD Million
TABLE 45 North America Cloud-based Market by Country, 2024 - 2031, USD Million
TABLE 46 North America On-Premise Market by Country, 2020 - 2023, USD Million
TABLE 47 North America On-Premise Market by Country, 2024 - 2031, USD Million
TABLE 48 North America Hybrid Market by Country, 2020 - 2023, USD Million
TABLE 49 North America Hybrid Market by Country, 2024 - 2031, USD Million
TABLE 50 North America Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 51 North America Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 52 North America Supply Chain Management Market by Country, 2020 - 2023, USD Million
TABLE 53 North America Supply Chain Management Market by Country, 2024 - 2031, USD Million
TABLE 54 North America Sales & Marketing Market by Country, 2020 - 2023, USD Million
TABLE 55 North America Sales & Marketing Market by Country, 2024 - 2031, USD Million
TABLE 56 North America Strategy & Planning Market by Country, 2020 - 2023, USD Million
TABLE 57 North America Strategy & Planning Market by Country, 2024 - 2031, USD Million
TABLE 58 North America In-store Operations Market by Country, 2020 - 2023, USD Million
TABLE 59 North America In-store Operations Market by Country, 2024 - 2031, USD Million
TABLE 60 North America Human Resource Market by Country, 2020 - 2023, USD Million
TABLE 61 North America Human Resource Market by Country, 2024 - 2031, USD Million
TABLE 62 North America Other Business Function Market by Country, 2020 - 2023, USD Million
TABLE 63 North America Other Business Function Market by Country, 2024 - 2031, USD Million
TABLE 64 North America Predictive Retail Analytics Market by Country, 2020 - 2023, USD Million
TABLE 65 North America Predictive Retail Analytics Market by Country, 2024 - 2031, USD Million
TABLE 66 US Predictive Retail Analytics Market, 2020 - 2023, USD Million
TABLE 67 US Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 68 US Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 69 US Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 70 US Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 71 US Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 72 US Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 73 US Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 74 US Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 75 US Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 76 US Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 77 US Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 78 US Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 79 US Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 80 Canada Predictive Retail Analytics Market, 2020 - 2023, USD Million
TABLE 81 Canada Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 82 Canada Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 83 Canada Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 84 Canada Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 85 Canada Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 86 Canada Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 87 Canada Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 88 Canada Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 89 Canada Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 90 Canada Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 91 Canada Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 92 Canada Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 93 Canada Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 94 Mexico Predictive Retail Analytics Market, 2020 - 2023, USD Million
TABLE 95 Mexico Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 96 Mexico Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 97 Mexico Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 98 Mexico Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 99 Mexico Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 100 Mexico Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 101 Mexico Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 102 Mexico Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 103 Mexico Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 104 Mexico Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 105 Mexico Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 106 Mexico Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 107 Mexico Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 108 Rest of North America Predictive Retail Analytics Market, 2020 - 2023, USD Million
TABLE 109 Rest of North America Predictive Retail Analytics Market, 2024 - 2031, USD Million
TABLE 110 Rest of North America Predictive Retail Analytics Market by Application, 2020 - 2023, USD Million
TABLE 111 Rest of North America Predictive Retail Analytics Market by Application, 2024 - 2031, USD Million
TABLE 112 Rest of North America Predictive Retail Analytics Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 113 Rest of North America Predictive Retail Analytics Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 114 Rest of North America Predictive Retail Analytics Market by Component, 2020 - 2023, USD Million
TABLE 115 Rest of North America Predictive Retail Analytics Market by Component, 2024 - 2031, USD Million
TABLE 116 Rest of North America Predictive Retail Analytics Market by Services Type, 2020 - 2023, USD Million
TABLE 117 Rest of North America Predictive Retail Analytics Market by Services Type, 2024 - 2031, USD Million
TABLE 118 Rest of North America Predictive Retail Analytics Market by Deployment Type, 2020 - 2023, USD Million
TABLE 119 Rest of North America Predictive Retail Analytics Market by Deployment Type, 2024 - 2031, USD Million
TABLE 120 Rest of North America Predictive Retail Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 121 Rest of North America Predictive Retail Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 122 Key Information – IBM Corporation
TABLE 123 Key Information – Microsoft Corporation
TABLE 124 Key Information – Oracle Corporation
TABLE 125 Key Information – SAP SE
TABLE 126 Key Information – SAS Institute, Inc.
TABLE 127 Key Information – Salesforce, Inc.
TABLE 128 Key Information – NTT Data Corporation
TABLE 129 Key Information – Tibco Software, Inc.
TABLE 130 Key Information – Alteryx, Inc.
TABLE 131 Key Information – Fair Isaac Corporation
List of Figures
FIG 1 Methodology for the research
FIG 2 North America Predictive Retail Analytics Market, 2020 - 2031, USD Million
FIG 3 Key Factors Impacting Predictive Retail Analytics Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2023
FIG 6 Key Leading Strategies: Percentage Distribution (2020-2024)
FIG 7 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2020, Jun – 2024, Aug) Leading Players
FIG 8 Porter’s Five Forces Analysis – Predictive Retail Analytics Market
FIG 9 North America Predictive Retail Analytics Market share by Application, 2023
FIG 10 North America Predictive Retail Analytics Market share by Application, 2031
FIG 11 North America Predictive Retail Analytics Market by Application, 2020 - 2031, USD Million
FIG 12 North America Predictive Retail Analytics Market share by Enterprise Size, 2023
FIG 13 North America Predictive Retail Analytics Market share by Enterprise Size, 2031
FIG 14 North America Predictive Retail Analytics Market by Enterprise Size, 2020 - 2031, USD Million
FIG 15 North America Predictive Retail Analytics Market share by Component, 2023
FIG 16 North America Predictive Retail Analytics Market share by Component, 2031
FIG 17 North America Predictive Retail Analytics Market by Component, 2020 - 2031, USD Million
FIG 18 North America Predictive Retail Analytics Market share by Deployment Type, 2023
FIG 19 North America Predictive Retail Analytics Market share by Deployment Type, 2031
FIG 20 North America Predictive Retail Analytics Market by Deployment Type, 2020 - 2031, USD Million
FIG 21 North America Predictive Retail Analytics Market share by Business Function, 2023
FIG 22 North America Predictive Retail Analytics Market share by Business Function, 2031
FIG 23 North America Predictive Retail Analytics Market by Business Function, 2020 - 2031, USD Million
FIG 24 North America Predictive Retail Analytics Market share by Country, 2023
FIG 25 North America Predictive Retail Analytics Market share by Country, 2031
FIG 26 North America Predictive Retail Analytics Market by Country, 2020 - 2031, USD Million
FIG 27 Recent strategies and developments: IBM Corporation
FIG 28 SWOT Analysis: IBM Corporation
FIG 29 Recent strategies and developments: Microsoft Corporation
FIG 30 SWOT Analysis: Microsoft Corporation
FIG 31 SWOT Analysis: Oracle Corporation
FIG 32 Recent strategies and developments: SAP SE
FIG 33 SWOT Analysis: SAP SE
FIG 34 SWOT Analysis: SAS INSTITUTE, INC.
FIG 35 Recent strategies and developments: Salesforce, Inc.
FIG 36 SWOT Analysis: Salesforce, Inc.
FIG 37 Recent strategies and developments: TIBCO Software, Inc.
FIG 38 SWOT Analysis: TIBCO Software, Inc.
FIG 39 Recent strategies and developments: Alteryx, Inc.
FIG 40 SWOT Analysis: Alteryx, Inc.