Global 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 Regional Outlook and Forecast, 2024 - 2031

Global 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 Regional Outlook and Forecast, 2024 - 2031


The Global Predictive Retail Analytics Market size is expected to reach $17 billion by 2031, rising at a market growth of 33.2% CAGR during the forecast period.

Retailers are increasingly focused on optimizing in-store and online performance to improve customer satisfaction and reduce operational costs. Performance analysis tools allow businesses to monitor metrics such as sales trends, staff productivity, and inventory turnover, helping them adapt quickly to market changes. The rise in e-commerce and omnichannel strategies has further amplified the need for performance analysis, as retailers strive to maintain consistent service quality and seamless customer experiences across platforms. Thus, the performance analysis segment procured 15% revenue share in the predictive retail analytics market in 2023.

The major strategies followed by the market participants are Partnership as the key developmental strategy to keep pace with the changing demands of end users. For instance, In August, 2024, Alteryx partnered with Udacity, an American educational company, to launch a comprehensive data preparation course using Alteryx Designer. This partnership aimed to expand AI and data literacy, offering hands-on training to equip learners with essential skills for predictive analytics, supporting the growing demand for data-savvy professionals in modern organizations. Additionally, In June, 2024, IBM Corporation partnered with Telefónica Tech, a Spanish telecommunications company, to enhance AI, analytics, and data governance solutions in Spain. This partnership would develop an open, hybrid, multi-cloud platform, SHARK.X, featuring IBM's watsonx AI and Data platform.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation are the forerunners in the Predictive Retail Analytics Market. In June, 2023, Microsoft Corporation signed a partnership with Moody’s, a financial services company. The partnership aimed to develop advanced data, analytics, and risk solutions using Microsoft Azure OpenAI Service. Companies such as Oracle Corporation, IBM Corporation, SAP SE are some of the key innovators in Predictive Retail Analytics Market.

Market Growth Factors

Retailers are integrating AI and ML algorithms into their operations to gain deeper insights into customer behavior. This allows them to anticipate needs and tailor strategies accordingly. For example, machine learning models can analyze customer purchase histories, browsing patterns, and preferences to create personalized shopping experiences. This enhances customer satisfaction and drives loyalty as shoppers return to brands that understand their needs.

Additionally, the retail landscape has been further complicated by the emergence of omnichannel retailing, which involves the integration of multiple sales channels, including online platforms, physical stores, and mobile applications, to deliver a seamless customer experience. Consequently, retailers that implement predictive analytics are more effectively positioned to satisfy the growing demand and preserve their market position as e-commerce expands.

Market Restraining Factors

As predictive analytics becomes more integral to retail, concerns about data privacy have grown significantly. Regulations like the General Data Protection Regulation (GDPR) in Europe and the California Consumer Privacy Act (CCPA) in the United States have set stringent standards for how businesses collect, store, and use consumer data. These laws aim to protect consumer privacy, granting individuals greater control over their personal information and ensuring transparency in data usage. Hence, such factors may impede the growth of the market.

Deployment Outlook

Based on deployment type, the market is classified into cloud-based, on-premise, and hybrid. The on-premise segment procured 29% revenue share in the market in 2023. The need for enhanced data security, control, and compliance with industry regulations primarily drives this segment.

Component Outlook

On the basis of component, the market is bifurcated into software and services. The software segment acquired 63% revenue share in the market in 2023. This dominance results from the growing demand for sophisticated analytics tools that allow retailers to analyze large volumes of data, predict trends, and make data-driven decisions.

Services Outlook

The services segment is further segmented into consulting services, deployment & integration services, support & maintenance services, and training & education services. The support & maintenance services segment garnered 19% revenue share in the market in 2023. As predictive analytics solutions become more complex and integral to retail operations, ongoing support and maintenance are essential to ensure optimal performance.

Business Function Outlook

By business function, the market is divided into supply chain management, sales & marketing, strategy & planning, in-store operations, human resource, and others. supply chain management segment procured 25% revenue share in the market in 2023. This segment's growth is driven by retailers' need to optimize inventory levels, enhance demand forecasting, and improve logistics efficiency.

Application Outlook

Based on application, the market is segmented into inventory analysis, customer management, pricing analysis, performance analysis, merchandising analysis, and others. The inventory analysis segment witnessed 23% revenue share in the market in 2023. This segment's growth is fueled by retailers' need to optimize stock levels, reduce costs, and enhance supply chain efficiency.

Enterprise Size Outlook

On the basis of enterprise size, the market is bifurcated into large enterprises and SMEs. The SMEs segment recorded 37% revenue share in the market in 2023. While Small & medium enterprises (SMEs) may have smaller budgets, the growing availability of scalable, cloud-based analytics solutions has made it easier for them to adopt predictive analytics.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Europe segment garnered 29% revenue share in the market in 2023. The region's mature retail sector, coupled with a high adoption rate of advanced digital technologies, has led to strong demand for predictive analytics solutions.

Recent Strategies Deployed in the Market
  • Aug-2024: Alteryx introduced new features enhancing its AI Platform for Enterprise Analytics. Key updates include Alteryx Auto Insights' improved Playbooks for self-service data exploration and Alteryx Location Intelligence's new orchestration capabilities with Alteryx Analytics Cloud (AAC) Plans, boosting efficiency and simplifying analytics for non-technical users.
  • Aug-2024: Alteryx partnered with Udacity, an American educational company, to launch a comprehensive data preparation course using Alteryx Designer. This partnership aimed to expand AI and data literacy, offering hands-on training to equip learners with essential skills for predictive analytics, supporting the growing demand for data-savvy professionals in modern organizations.
  • Jun-2024: IBM Corporation partnered with Telefónica Tech, a Spanish telecommunications company, to enhance AI, analytics, and data governance solutions in Spain. This partnership would develop an open, hybrid, multi-cloud platform, SHARK.X, featuring IBM's watsonx AI and Data platform.
  • Apr-2024: Fair Isaac Corporation signed a partnership with Atto, an American manufacturing company, to enhance UK lenders' credit risk assessment by integrating Open Banking data into credit scoring. This partnership combined Atto's Open Banking technology with FICO's transaction data analytics, offering predictive models that improve risk management, customer acquisition, and portfolio performance for lenders in the UK.
  • Apr-2024: Fair Isaac Corporation teamed up with with Cognizant, an American IT company, to launch a cloud-based, real-time payment fraud prevention solution using FICO Falcon Fraud Manager. This AI and ML-powered offering would protect banks and payment providers in North America from fraud in instant digital payments, enhancing transaction security and reducing losses.
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)
Global 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 Geography
  • North America
  • US
  • Canada
  • Mexico
  • Rest of North America
  • Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
  • Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
  • LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA


Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Predictive Retail Analytics Market, by Application
1.4.2 Global Predictive Retail Analytics Market, by Enterprise Size
1.4.3 Global Predictive Retail Analytics Market, by Component
1.4.4 Global Predictive Retail Analytics Market, by Deployment Type
1.4.5 Global Predictive Retail Analytics Market, by Business Function
1.4.6 Global Predictive Retail Analytics Market, by Geography
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. Global Predictive Retail Analytics Market by Application
5.1 Global Inventory Analysis Market by Region
5.2 Global Customer Management Market by Region
5.3 Global Pricing Analysis Market by Region
5.4 Global Performance Analysis Market by Region
5.5 Global Merchandising Analysis Market by Region
5.6 Global Other Application Market by Region
Chapter 6. Global Predictive Retail Analytics Market by Enterprise Size
6.1 Global Large Enterprises Market by Region
6.2 Global SMEs Market by Region
Chapter 7. Global Predictive Retail Analytics Market by Component
7.1 Global Software Market by Region
7.2 Global Services Market by Region
7.3 Global Predictive Retail Analytics Market by Services Type
7.3.1 Global Consulting Services Market by Region
7.3.2 Global Deployment & Integration Services Market by Region
7.3.3 Global Support & Maintenance Services Market by Region
7.3.4 Global Training & Education Services Market by Region
Chapter 8. Global Predictive Retail Analytics Market by Deployment Type
8.1 Global Cloud-based Market by Region
8.2 Global On-Premise Market by Region
8.3 Global Hybrid Market by Region
Chapter 9. Global Predictive Retail Analytics Market by Business Function
9.1 Global Supply Chain Management Market by Region
9.2 Global Sales & Marketing Market by Region
9.3 Global Strategy & Planning Market by Region
9.4 Global In-store Operations Market by Region
9.5 Global Human Resource Market by Region
9.6 Global Other Business Function Market by Region
Chapter 10. Global Predictive Retail Analytics Market by Region
10.1 North America Predictive Retail Analytics Market
10.1.1 North America Predictive Retail Analytics Market by Application
10.1.1.1 North America Inventory Analysis Market by Country
10.1.1.2 North America Customer Management Market by Country
10.1.1.3 North America Pricing Analysis Market by Country
10.1.1.4 North America Performance Analysis Market by Country
10.1.1.5 North America Merchandising Analysis Market by Country
10.1.1.6 North America Other Application Market by Country
10.1.2 North America Predictive Retail Analytics Market by Enterprise Size
10.1.2.1 North America Large Enterprises Market by Region
10.1.2.2 North America SMEs Market by Region
10.1.3 North America Predictive Retail Analytics Market by Component
10.1.3.1 North America Software Market by Country
10.1.3.2 North America Services Market by Country
10.1.3.3 North America Predictive Retail Analytics Market by Services Type
10.1.3.3.1 North America Consulting Services Market by Country
10.1.3.3.2 North America Deployment & Integration Services Market by Country
10.1.3.3.3 North America Support & Maintenance Services Market by Country
10.1.3.3.4 North America Training & Education Services Market by Country
10.1.4 North America Predictive Retail Analytics Market by Deployment Type
10.1.4.1 North America Cloud-based Market by Country
10.1.4.2 North America On-Premise Market by Country
10.1.4.3 North America Hybrid Market by Country
10.1.5 North America Predictive Retail Analytics Market by Business Function
10.1.5.1 North America Supply Chain Management Market by Country
10.1.5.2 North America Sales & Marketing Market by Country
10.1.5.3 North America Strategy & Planning Market by Country
10.1.5.4 North America In-store Operations Market by Country
10.1.5.5 North America Human Resource Market by Country
10.1.5.6 North America Other Business Function Market by Country
10.1.6 North America Predictive Retail Analytics Market by Country
10.1.6.1 US Predictive Retail Analytics Market
10.1.6.1.1 US Predictive Retail Analytics Market by Application
10.1.6.1.2 US Predictive Retail Analytics Market by Enterprise Size
10.1.6.1.3 US Predictive Retail Analytics Market by Component
10.1.6.1.3.1 US Predictive Retail Analytics Market by Services Type
10.1.6.1.4 US Predictive Retail Analytics Market by Deployment Type
10.1.6.1.5 US Predictive Retail Analytics Market by Business Function
10.1.6.2 Canada Predictive Retail Analytics Market
10.1.6.2.1 Canada Predictive Retail Analytics Market by Application
10.1.6.2.2 Canada Predictive Retail Analytics Market by Enterprise Size
10.1.6.2.3 Canada Predictive Retail Analytics Market by Component
10.1.6.2.3.1 Canada Predictive Retail Analytics Market by Services Type
10.1.6.2.4 Canada Predictive Retail Analytics Market by Deployment Type
10.1.6.2.5 Canada Predictive Retail Analytics Market by Business Function
10.1.6.3 Mexico Predictive Retail Analytics Market
10.1.6.3.1 Mexico Predictive Retail Analytics Market by Application
10.1.6.3.2 Mexico Predictive Retail Analytics Market by Enterprise Size
10.1.6.3.3 Mexico Predictive Retail Analytics Market by Component
10.1.6.3.3.1 Mexico Predictive Retail Analytics Market by Services Type
10.1.6.3.4 Mexico Predictive Retail Analytics Market by Deployment Type
10.1.6.3.5 Mexico Predictive Retail Analytics Market by Business Function
10.1.6.4 Rest of North America Predictive Retail Analytics Market
10.1.6.4.1 Rest of North America Predictive Retail Analytics Market by Application
10.1.6.4.2 Rest of North America Predictive Retail Analytics Market by Enterprise Size
10.1.6.4.3 Rest of North America Predictive Retail Analytics Market by Component
10.1.6.4.3.1 Rest of North America Predictive Retail Analytics Market by Services Type
10.1.6.4.4 Rest of North America Predictive Retail Analytics Market by Deployment Type
10.1.6.4.5 Rest of North America Predictive Retail Analytics Market by Business Function
10.2 Europe Predictive Retail Analytics Market
10.2.1 Europe Predictive Retail Analytics Market by Application
10.2.1.1 Europe Inventory Analysis Market by Country
10.2.1.2 Europe Customer Management Market by Country
10.2.1.3 Europe Pricing Analysis Market by Country
10.2.1.4 Europe Performance Analysis Market by Country
10.2.1.5 Europe Merchandising Analysis Market by Country
10.2.1.6 Europe Other Application Market by Country
10.2.2 Europe Predictive Retail Analytics Market by Enterprise Size
10.2.2.1 Europe Large Enterprises Market by Country
10.2.2.2 Europe SMEs Market by Country
10.2.3 Europe Predictive Retail Analytics Market by Component
10.2.3.1 Europe Software Market by Country
10.2.3.2 Europe Services Market by Country
10.2.3.3 Europe Predictive Retail Analytics Market by Services Type
10.2.3.3.1 Europe Consulting Services Market by Country
10.2.3.3.2 Europe Deployment & Integration Services Market by Country
10.2.3.3.3 Europe Support & Maintenance Services Market by Country
10.2.3.3.4 Europe Training & Education Services Market by Country
10.2.4 Europe Predictive Retail Analytics Market by Deployment Type
10.2.4.1 Europe Cloud-based Market by Country
10.2.4.2 Europe On-Premise Market by Country
10.2.4.3 Europe Hybrid Market by Country
10.2.5 Europe Predictive Retail Analytics Market by Business Function
10.2.5.1 Europe Supply Chain Management Market by Country
10.2.5.2 Europe Sales & Marketing Market by Country
10.2.5.3 Europe Strategy & Planning Market by Country
10.2.5.4 Europe In-store Operations Market by Country
10.2.5.5 Europe Human Resource Market by Country
10.2.5.6 Europe Other Business Function Market by Country
10.2.6 Europe Predictive Retail Analytics Market by Country
10.2.6.1 Germany Predictive Retail Analytics Market
10.2.6.1.1 Germany Predictive Retail Analytics Market by Application
10.2.6.1.2 Germany Predictive Retail Analytics Market by Enterprise Size
10.2.6.1.3 Germany Predictive Retail Analytics Market by Component
10.2.6.1.3.1 Germany Predictive Retail Analytics Market by Services Type
10.2.6.1.4 Germany Predictive Retail Analytics Market by Deployment Type
10.2.6.1.5 Germany Predictive Retail Analytics Market by Business Function
10.2.6.2 UK Predictive Retail Analytics Market
10.2.6.2.1 UK Predictive Retail Analytics Market by Application
10.2.6.2.2 UK Predictive Retail Analytics Market by Enterprise Size
10.2.6.2.3 UK Predictive Retail Analytics Market by Component
10.2.6.2.3.1 UK Predictive Retail Analytics Market by Services Type
10.2.6.2.4 UK Predictive Retail Analytics Market by Deployment Type
10.2.6.2.5 UK Predictive Retail Analytics Market by Business Function
10.2.6.3 France Predictive Retail Analytics Market
10.2.6.3.1 France Predictive Retail Analytics Market by Application
10.2.6.3.2 France Predictive Retail Analytics Market by Enterprise Size
10.2.6.3.3 France Predictive Retail Analytics Market by Component
10.2.6.3.3.1 France Predictive Retail Analytics Market by Services Type
10.2.6.3.4 France Predictive Retail Analytics Market by Deployment Type
10.2.6.3.5 France Predictive Retail Analytics Market by Business Function
10.2.6.4 Russia Predictive Retail Analytics Market
10.2.6.4.1 Russia Predictive Retail Analytics Market by Application
10.2.6.4.2 Russia Predictive Retail Analytics Market by Enterprise Size
10.2.6.4.3 Russia Predictive Retail Analytics Market by Component
10.2.6.4.3.1 Russia Predictive Retail Analytics Market by Services Type
10.2.6.4.4 Russia Predictive Retail Analytics Market by Deployment Type
10.2.6.4.5 Russia Predictive Retail Analytics Market by Business Function
10.2.6.5 Spain Predictive Retail Analytics Market
10.2.6.5.1 Spain Predictive Retail Analytics Market by Application
10.2.6.5.2 Spain Predictive Retail Analytics Market by Enterprise Size
10.2.6.5.3 Spain Predictive Retail Analytics Market by Component
10.2.6.5.3.1 Spain Predictive Retail Analytics Market by Services Type
10.2.6.5.4 Spain Predictive Retail Analytics Market by Deployment Type
10.2.6.5.5 Spain Predictive Retail Analytics Market by Business Function
10.2.6.6 Italy Predictive Retail Analytics Market
10.2.6.6.1 Italy Predictive Retail Analytics Market by Application
10.2.6.6.2 Italy Predictive Retail Analytics Market by Enterprise Size
10.2.6.6.3 Italy Predictive Retail Analytics Market by Component
10.2.6.6.3.1 Italy Predictive Retail Analytics Market by Services Type
10.2.6.6.4 Italy Predictive Retail Analytics Market by Deployment Type
10.2.6.6.5 Italy Predictive Retail Analytics Market by Business Function
10.2.6.7 Rest of Europe Predictive Retail Analytics Market
10.2.6.7.1 Rest of Europe Predictive Retail Analytics Market by Application
10.2.6.7.2 Rest of Europe Predictive Retail Analytics Market by Enterprise Size
10.2.6.7.3 Rest of Europe Predictive Retail Analytics Market by Component
10.2.6.7.3.1 Rest of Europe Predictive Retail Analytics Market by Services Type
10.2.6.7.4 Rest of Europe Predictive Retail Analytics Market by Deployment Type
10.2.6.7.5 Rest of Europe Predictive Retail Analytics Market by Business Function
10.3 Asia Pacific Predictive Retail Analytics Market
10.3.1 Asia Pacific Predictive Retail Analytics Market by Application
10.3.1.1 Asia Pacific Inventory Analysis Market by Country
10.3.1.2 Asia Pacific Customer Management Market by Country
10.3.1.3 Asia Pacific Pricing Analysis Market by Country
10.3.1.4 Asia Pacific Performance Analysis Market by Country
10.3.1.5 Asia Pacific Merchandising Analysis Market by Country
10.3.1.6 Asia Pacific Other Application Market by Country
10.3.2 Asia Pacific Predictive Retail Analytics Market by Enterprise Size
10.3.2.1 Asia Pacific Large Enterprises Market by Country
10.3.2.2 Asia Pacific SMEs Market by Country
10.3.3 Asia Pacific Predictive Retail Analytics Market by Component
10.3.3.1 Asia Pacific Software Market by Country
10.3.3.2 Asia Pacific Services Market by Country
10.3.3.3 Asia Pacific Predictive Retail Analytics Market by Services Type
10.3.3.3.1 Asia Pacific Consulting Services Market by Country
10.3.3.3.2 Asia Pacific Deployment & Integration Services Market by Country
10.3.3.3.3 Asia Pacific Support & Maintenance Services Market by Country
10.3.3.3.4 Asia Pacific Training & Education Services Market by Country
10.3.4 Asia Pacific Predictive Retail Analytics Market by Deployment Type
10.3.4.1 Asia Pacific Cloud-based Market by Country
10.3.4.2 Asia Pacific On-Premise Market by Country
10.3.4.3 Asia Pacific Hybrid Market by Country
10.3.5 Asia Pacific Predictive Retail Analytics Market by Business Function
10.3.5.1 Asia Pacific Supply Chain Management Market by Country
10.3.5.2 Asia Pacific Sales & Marketing Market by Country
10.3.5.3 Asia Pacific Strategy & Planning Market by Country
10.3.5.4 Asia Pacific In-store Operations Market by Country
10.3.5.5 Asia Pacific Human Resource Market by Country
10.3.5.6 Asia Pacific Other Business Function Market by Country
10.3.6 Asia Pacific Predictive Retail Analytics Market by Country
10.3.6.1 China Predictive Retail Analytics Market
10.3.6.1.1 China Predictive Retail Analytics Market by Application
10.3.6.1.2 China Predictive Retail Analytics Market by Enterprise Size
10.3.6.1.3 China Predictive Retail Analytics Market by Component
10.3.6.1.3.1 China Predictive Retail Analytics Market by Services Type
10.3.6.1.4 China Predictive Retail Analytics Market by Deployment Type
10.3.6.1.5 China Predictive Retail Analytics Market by Business Function
10.3.6.2 Japan Predictive Retail Analytics Market
10.3.6.2.1 Japan Predictive Retail Analytics Market by Application
10.3.6.2.2 Japan Predictive Retail Analytics Market by Enterprise Size
10.3.6.2.3 Japan Predictive Retail Analytics Market by Component
10.3.6.2.3.1 Japan Predictive Retail Analytics Market by Services Type
10.3.6.2.4 Japan Predictive Retail Analytics Market by Deployment Type
10.3.6.2.5 Japan Predictive Retail Analytics Market by Business Function
10.3.6.3 India Predictive Retail Analytics Market
10.3.6.3.1 India Predictive Retail Analytics Market by Application
10.3.6.3.2 India Predictive Retail Analytics Market by Enterprise Size
10.3.6.3.3 India Predictive Retail Analytics Market by Component
10.3.6.3.3.1 India Predictive Retail Analytics Market by Services Type
10.3.6.3.4 India Predictive Retail Analytics Market by Deployment Type
10.3.6.3.5 India Predictive Retail Analytics Market by Business Function
10.3.6.4 South Korea Predictive Retail Analytics Market
10.3.6.4.1 South Korea Predictive Retail Analytics Market by Application
10.3.6.4.2 South Korea Predictive Retail Analytics Market by Enterprise Size
10.3.6.4.3 South Korea Predictive Retail Analytics Market by Component
10.3.6.4.3.1 South Korea Predictive Retail Analytics Market by Services Type
10.3.6.4.4 South Korea Predictive Retail Analytics Market by Deployment Type
10.3.6.4.5 South Korea Predictive Retail Analytics Market by Business Function
10.3.6.5 Singapore Predictive Retail Analytics Market
10.3.6.5.1 Singapore Predictive Retail Analytics Market by Application
10.3.6.5.2 Singapore Predictive Retail Analytics Market by Enterprise Size
10.3.6.5.3 Singapore Predictive Retail Analytics Market by Component
10.3.6.5.3.1 Singapore Predictive Retail Analytics Market by Services Type
10.3.6.5.4 Singapore Predictive Retail Analytics Market by Deployment Type
10.3.6.5.5 Singapore Predictive Retail Analytics Market by Business Function
10.3.6.6 Malaysia Predictive Retail Analytics Market
10.3.6.6.1 Malaysia Predictive Retail Analytics Market by Application
10.3.6.6.2 Malaysia Predictive Retail Analytics Market by Enterprise Size
10.3.6.6.3 Malaysia Predictive Retail Analytics Market by Component
10.3.6.6.3.1 Malaysia Predictive Retail Analytics Market by Services Type
10.3.6.6.4 Malaysia Predictive Retail Analytics Market by Deployment Type
10.3.6.6.5 Malaysia Predictive Retail Analytics Market by Business Function
10.3.6.7 Rest of Asia Pacific Predictive Retail Analytics Market
10.3.6.7.1 Rest of Asia Pacific Predictive Retail Analytics Market by Application
10.3.6.7.2 Rest of Asia Pacific Predictive Retail Analytics Market by Enterprise Size
10.3.6.7.3 Rest of Asia Pacific Predictive Retail Analytics Market by Component
10.3.6.7.3.1 Rest of Asia Pacific Predictive Retail Analytics Market by Services Type
10.3.6.7.4 Rest of Asia Pacific Predictive Retail Analytics Market by Deployment Type
10.3.6.7.5 Rest of Asia Pacific Predictive Retail Analytics Market by Business Function
10.4 LAMEA Predictive Retail Analytics Market
10.4.1 LAMEA Predictive Retail Analytics Market by Application
10.4.1.1 LAMEA Inventory Analysis Market by Country
10.4.1.2 LAMEA Customer Management Market by Country
10.4.1.3 LAMEA Pricing Analysis Market by Country
10.4.1.4 LAMEA Performance Analysis Market by Country
10.4.1.5 LAMEA Merchandising Analysis Market by Country
10.4.1.6 LAMEA Other Application Market by Country
10.4.2 LAMEA Predictive Retail Analytics Market by Enterprise Size
10.4.2.1 LAMEA Large Enterprises Market by Country
10.4.2.2 LAMEA SMEs Market by Country
10.4.3 LAMEA Predictive Retail Analytics Market by Component
10.4.3.1 LAMEA Software Market by Country
10.4.3.2 LAMEA Services Market by Country
10.4.3.3 LAMEA Predictive Retail Analytics Market by Services Type
10.4.3.3.1 LAMEA Consulting Services Market by Country
10.4.3.3.2 LAMEA Deployment & Integration Services Market by Country
10.4.3.3.3 LAMEA Support & Maintenance Services Market by Country
10.4.3.3.4 LAMEA Training & Education Services Market by Country
10.4.4 LAMEA Predictive Retail Analytics Market by Deployment Type
10.4.4.1 LAMEA Cloud-based Market by Country
10.4.4.2 LAMEA On-Premise Market by Country
10.4.4.3 LAMEA Hybrid Market by Country
10.4.5 LAMEA Predictive Retail Analytics Market by Business Function
10.4.5.1 LAMEA Supply Chain Management Market by Country
10.4.5.2 LAMEA Sales & Marketing Market by Country
10.4.5.3 LAMEA Strategy & Planning Market by Country
10.4.5.4 LAMEA In-store Operations Market by Country
10.4.5.5 LAMEA Human Resource Market by Country
10.4.5.6 LAMEA Other Business Function Market by Country
10.4.6 LAMEA Predictive Retail Analytics Market by Country
10.4.6.1 Brazil Predictive Retail Analytics Market
10.4.6.1.1 Brazil Predictive Retail Analytics Market by Application
10.4.6.1.2 Brazil Predictive Retail Analytics Market by Enterprise Size
10.4.6.1.3 Brazil Predictive Retail Analytics Market by Component
10.4.6.1.3.1 Brazil Predictive Retail Analytics Market by Services Type
10.4.6.1.4 Brazil Predictive Retail Analytics Market by Deployment Type
10.4.6.1.5 Brazil Predictive Retail Analytics Market by Business Function
10.4.6.2 Argentina Predictive Retail Analytics Market
10.4.6.2.1 Argentina Predictive Retail Analytics Market by Application
10.4.6.2.2 Argentina Predictive Retail Analytics Market by Enterprise Size
10.4.6.2.3 Argentina Predictive Retail Analytics Market by Component
10.4.6.2.3.1 Argentina Predictive Retail Analytics Market by Services Type
10.4.6.2.4 Argentina Predictive Retail Analytics Market by Deployment Type
10.4.6.2.5 Argentina Predictive Retail Analytics Market by Business Function
10.4.6.3 UAE Predictive Retail Analytics Market
10.4.6.3.1 UAE Predictive Retail Analytics Market by Application
10.4.6.3.2 UAE Predictive Retail Analytics Market by Enterprise Size
10.4.6.3.3 UAE Predictive Retail Analytics Market by Component
10.4.6.3.3.1 UAE Predictive Retail Analytics Market by Services Type
10.4.6.3.4 UAE Predictive Retail Analytics Market by Deployment Type
10.4.6.3.5 UAE Predictive Retail Analytics Market by Business Function
10.4.6.4 Saudi Arabia Predictive Retail Analytics Market
10.4.6.4.1 Saudi Arabia Predictive Retail Analytics Market by Application
10.4.6.4.2 Saudi Arabia Predictive Retail Analytics Market by Enterprise Size
10.4.6.4.3 Saudi Arabia Predictive Retail Analytics Market by Component
10.4.6.4.3.1 Saudi Arabia Predictive Retail Analytics Market by Services Type
10.4.6.4.4 Saudi Arabia Predictive Retail Analytics Market by Deployment Type
10.4.6.4.5 Saudi Arabia Predictive Retail Analytics Market by Business Function
10.4.6.5 South Africa Predictive Retail Analytics Market
10.4.6.5.1 South Africa Predictive Retail Analytics Market by Application
10.4.6.5.2 South Africa Predictive Retail Analytics Market by Enterprise Size
10.4.6.5.3 South Africa Predictive Retail Analytics Market by Component
10.4.6.5.3.1 South Africa Predictive Retail Analytics Market by Services Type
10.4.6.5.4 South Africa Predictive Retail Analytics Market by Deployment Type
10.4.6.5.5 South Africa Predictive Retail Analytics Market by Business Function
10.4.6.6 Nigeria Predictive Retail Analytics Market
10.4.6.6.1 Nigeria Predictive Retail Analytics Market by Application
10.4.6.6.2 Nigeria Predictive Retail Analytics Market by Enterprise Size
10.4.6.6.3 Nigeria Predictive Retail Analytics Market by Component
10.4.6.6.3.1 Nigeria Predictive Retail Analytics Market by Services Type
10.4.6.6.4 Nigeria Predictive Retail Analytics Market by Deployment Type
10.4.6.6.5 Nigeria Predictive Retail Analytics Market by Business Function
10.4.6.7 Rest of LAMEA Predictive Retail Analytics Market
10.4.6.7.1 Rest of LAMEA Predictive Retail Analytics Market by Application
10.4.6.7.2 Rest of LAMEA Predictive Retail Analytics Market by Enterprise Size
10.4.6.7.3 Rest of LAMEA Predictive Retail Analytics Market by Component
10.4.6.7.3.1 Rest of LAMEA Predictive Retail Analytics Market by Services Type
10.4.6.7.4 Rest of LAMEA Predictive Retail Analytics Market by Deployment Type
10.4.6.7.5 Rest of LAMEA 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:
Chapter 12. Winning Imperatives for Predictive Retail Analytics Market

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