세계의 예측 분석 시장 : 규모, 점유율, 동향 분석-전개 모드별, 컴포넌트별, 조직 규모별, 업종별, 지역별, 전망 및 예측(2024-2031년)

The Global Predictive Analytics Market size is expected to reach $54.6 billion by 2031, rising at a market growth of 21.7% CAGR during the forecast period.

The Asia pacific region experienced robust economic growth, increasing investments in technology and data analytics. Businesses sought these analytics to leverage data for better decision-making and competitive advantage. Consequently, the Asia Pacific region would acquire nearly 30% of the total market share by 2031.

The major strategies followed by the market participants are Partnerships 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 these analytics, supporting the growing demand for data-savvy professionals in modern organizations. Moreover, in June, 2024, IBM Corporation partnered with Telefonica 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.

Market Growth Factors

The modern digital landscape generates unprecedented data from many sources, including social media, IoT devices, transactional systems, mobile applications, and more. The surge in data volume and variety enables the application of advanced analytics techniques, such as machine learning and AI algorithms. In conclusion, exponential increase in data volume and variety is driving the market's growth.

Organizations face intense competition across various industries. Businesses are turning to data-driven decision-making to identify trends, optimize strategies, and make informed choices to gain a competitive edge. Furthermore, organizations are increasingly pressured to demonstrate tangible improvements in performance and return on investment (ROI). Thus, the rising demand for data-driven decision-making drives the market's growth.

Market Restraining Factors

The initial costs associated with implementing these analytics solutions can be substantial. This includes expenses related to purchasing software licenses, hardware infrastructure, and integrating the system with existing technologies. Maintaining these analytics systems involves ongoing costs for software updates, bug fixes, and technical support. Therefore, high implementation and maintenance costs are hampering the market's growth.

Deployment Mode Outlook

Based on deployment mode, the market is bifurcated into cloud and on-premise. In 2023, the on-premise segment attained 43% revenue share in the market. Organizations in highly regulated industries such as healthcare, finance, and government often prefer on-premise solutions to ensure complete control over their data.

Component Outlook

Based on component, the market is divided into solution and services. In 2023, the services segment recorded 33% revenue share in the market. Many organizations lacked the in-house expertise to implement and manage these analytics solutions. Services from specialized providers filled this gap, offering expert guidance and support.

Organization Size Outlook

On the basis of organization size, the market is segmented into large enterprise and small & medium-sized enterprise. The small & medium-sized enterprise segment witnessed 37% revenue share in the market in 2023. The cost of these analytics tools and technologies decreased over time, making them more affordable and accessible to SMEs.

Vertical Outlook

By vertical, the market is divided into BFSI, government, business function, healthcare, manufacturing, retail, telecom & IT, transportation & logistics, energy & utilities, and others. In 2023, the healthcare segment acquired 14% revenue share in the predictive analytics market. These analytics helped healthcare providers forecast patient outcomes by analyzing historical data, genetic information, and real-time health metrics.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America region witnessed 38% revenue share in the market in 2022. North America is a leader in technological innovation, with significant advancements in cloud computing, artificial intelligence (AI), and machine learning.

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.
• 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.
• Mar-2024: SAP introduced innovations in data management, AI-driven planning, and analytics, including SAP Datasphere knowledge graph, SAP HANA Cloud vector engine, enhanced Collibra AI Governance, and closer integration between SAP Datasphere and SAP Analytics Cloud. These updates aim to streamline data insights, governance, and planning for businesses.
• Feb-2024: SAS Institute Inc. announced a partnership with Carahsoft, an IT company, to enhance SAS's analytics and AI solutions' accessibility to US government agencies. Under the partnership, Carahsoft would distribute SAS products through various government contracts, expanding SAS's public sector reach and supporting advanced data management and AI capabilities for improved decision-making and innovation.

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 Analytics Market Report Segmentation

By Deployment Mode

• Cloud
• On-Premise

By Component

• Solution
  • Customer Analytics
  • Financial Analytics
  • Sales & Marketing Analytics
  • Risk Analytics
  • Supply Chain Analytics
• Services
  • Professional
  • Managed

By Organization Size

• Large Enterprise
• Small & Medium Enterprise

By Vertical

• BFSI
• Healthcare
• Manufacturing
• Transportation & Logistics
• Energy & Utilities
• Government
• Retail
• Telecom & IT

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
  • Australia
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
• Rest of LAMEA

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 Global Predictive Analytics Market, by Deployment Mode
  • 1.4.2 Global Predictive Analytics Market, by Component
  • 1.4.3 Global Predictive Analytics Market, by Organization Size
  • 1.4.4 Global Predictive Analytics Market, by Vertical
  • 1.4.5 Global Predictive 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 Analytics Market by Deployment Mode

• 5.1 Global Cloud Market by Region
• 5.2 Global On-Premise Market by Region

Chapter 6. Global Predictive Analytics Market by Component

• 6.1 Global Solution Market by Region
• 6.2 Global Predictive Analytics Market by Solution Type
  • 6.2.1 Global Customer Analytics Market by Region
  • 6.2.2 Global Financial Analytics Market by Region
  • 6.2.3 Global Sales & Marketing Analytics Market by Region
  • 6.2.4 Global Risk Analytics Market by Region
  • 6.2.5 Global Supply Chain Analytics Market by Region
• 6.3 Global Services Market by Region
• 6.4 Global Predictive Analytics Market by Services Type
  • 6.4.1 Global Professional Market by Region
  • 6.4.2 Global Managed Market by Region

Chapter 7. Global Predictive Analytics Market by Organization Size

• 7.1 Global Large Enterprise Market by Region
• 7.2 Global Small & Medium Enterprise Market by Region

Chapter 8. Global Predictive Analytics Market by Vertical

• 8.1 Global BFSI Market by Region
• 8.2 Global Healthcare Market by Region
• 8.3 Global Manufacturing Market by Region
• 8.4 Global Transportation & Logistics Market by Region
• 8.5 Global Energy & Utilities Market by Region
• 8.6 Global Government Market by Region
• 8.7 Global Retail Market by Region
• 8.8 Global Telecom & IT Market by Region

Chapter 9. Global Predictive Analytics Market by Region

• 9.1 North America Predictive Analytics Market
  • 9.1.1 North America Predictive Analytics Market by Deployment Mode
    • 9.1.1.1 North America Cloud Market by Region
    • 9.1.1.2 North America On-Premise Market by Region
  • 9.1.2 North America Predictive Analytics Market by Component
    • 9.1.2.1 North America Solution Market by Country
    • 9.1.2.2 North America Predictive Analytics Market by Solution Type
      • 9.1.2.2.1 North America Customer Analytics Market by Country
      • 9.1.2.2.2 North America Financial Analytics Market by Country
      • 9.1.2.2.3 North America Sales & Marketing Analytics Market by Country
      • 9.1.2.2.4 North America Risk Analytics Market by Country
      • 9.1.2.2.5 North America Supply Chain Analytics Market by Country
    • 9.1.2.3 North America Services Market by Country
    • 9.1.2.4 North America Predictive Analytics Market by Services Type
      • 9.1.2.4.1 North America Professional Market by Country
      • 9.1.2.4.2 North America Managed Market by Country
  • 9.1.3 North America Predictive Analytics Market by Organization Size
    • 9.1.3.1 North America Large Enterprise Market by Country
    • 9.1.3.2 North America Small & Medium Enterprise Market by Country
  • 9.1.4 North America Predictive Analytics Market by Vertical
    • 9.1.4.1 North America BFSI Market by Country
    • 9.1.4.2 North America Healthcare Market by Country
    • 9.1.4.3 North America Manufacturing Market by Country
    • 9.1.4.4 North America Transportation & Logistics Market by Country
    • 9.1.4.5 North America Energy & Utilities Market by Country
    • 9.1.4.6 North America Government Market by Country
    • 9.1.4.7 North America Retail Market by Country
    • 9.1.4.8 North America Telecom & IT Market by Country
  • 9.1.5 North America Predictive Analytics Market by Country
    • 9.1.5.1 US Predictive Analytics Market
      • 9.1.5.1.1 US Predictive Analytics Market by Deployment Mode
      • 9.1.5.1.2 US Predictive Analytics Market by Component
        • 9.1.5.1.2.1 US Predictive Analytics Market by Solution Type
        • 9.1.5.1.2.2 US Predictive Analytics Market by Services Type
      • 9.1.5.1.3 US Predictive Analytics Market by Organization Size
      • 9.1.5.1.4 US Predictive Analytics Market by Vertical
    • 9.1.5.2 Canada Predictive Analytics Market
      • 9.1.5.2.1 Canada Predictive Analytics Market by Deployment Mode
      • 9.1.5.2.2 Canada Predictive Analytics Market by Component
        • 9.1.5.2.2.1 Canada Predictive Analytics Market by Solution Type
        • 9.1.5.2.2.2 Canada Predictive Analytics Market by Services Type
      • 9.1.5.2.3 Canada Predictive Analytics Market by Organization Size
      • 9.1.5.2.4 Canada Predictive Analytics Market by Vertical
    • 9.1.5.3 Mexico Predictive Analytics Market
      • 9.1.5.3.1 Mexico Predictive Analytics Market by Deployment Mode
      • 9.1.5.3.2 Mexico Predictive Analytics Market by Component
        • 9.1.5.3.2.1 Mexico Predictive Analytics Market by Solution Type
        • 9.1.5.3.2.2 Mexico Predictive Analytics Market by Services Type
      • 9.1.5.3.3 Mexico Predictive Analytics Market by Organization Size
      • 9.1.5.3.4 Mexico Predictive Analytics Market by Vertical
    • 9.1.5.4 Rest of North America Predictive Analytics Market
      • 9.1.5.4.1 Rest of North America Predictive Analytics Market by Deployment Mode
      • 9.1.5.4.2 Rest of North America Predictive Analytics Market by Component
        • 9.1.5.4.2.1 Rest of North America Predictive Analytics Market by Solution Type
        • 9.1.5.4.2.2 Rest of North America Predictive Analytics Market by Services Type
      • 9.1.5.4.3 Rest of North America Predictive Analytics Market by Organization Size
      • 9.1.5.4.4 Rest of North America Predictive Analytics Market by Vertical
• 9.2 Europe Predictive Analytics Market
  • 9.2.1 Europe Predictive Analytics Market by Deployment Mode
    • 9.2.1.1 Europe Cloud Market by Country
    • 9.2.1.2 Europe On-Premise Market by Country
  • 9.2.2 Europe Predictive Analytics Market by Component
    • 9.2.2.1 Europe Solution Market by Country
    • 9.2.2.2 Europe Predictive Analytics Market by Solution Type
      • 9.2.2.2.1 Europe Customer Analytics Market by Country
      • 9.2.2.2.2 Europe Financial Analytics Market by Country
      • 9.2.2.2.3 Europe Sales & Marketing Analytics Market by Country
      • 9.2.2.2.4 Europe Risk Analytics Market by Country
      • 9.2.2.2.5 Europe Supply Chain Analytics Market by Country
    • 9.2.2.3 Europe Services Market by Country
    • 9.2.2.4 Europe Predictive Analytics Market by Services Type
      • 9.2.2.4.1 Europe Professional Market by Country
      • 9.2.2.4.2 Europe Managed Market by Country
  • 9.2.3 Europe Predictive Analytics Market by Organization Size
    • 9.2.3.1 Europe Large Enterprise Market by Country
    • 9.2.3.2 Europe Small & Medium Enterprise Market by Country
  • 9.2.4 Europe Predictive Analytics Market by Vertical
    • 9.2.4.1 Europe BFSI Market by Country
    • 9.2.4.2 Europe Healthcare Market by Country
    • 9.2.4.3 Europe Manufacturing Market by Country
    • 9.2.4.4 Europe Transportation & Logistics Market by Country
    • 9.2.4.5 Europe Energy & Utilities Market by Country
    • 9.2.4.6 Europe Government Market by Country
    • 9.2.4.7 Europe Retail Market by Country
    • 9.2.4.8 Europe Telecom & IT Market by Country
  • 9.2.5 Europe Predictive Analytics Market by Country
    • 9.2.5.1 Germany Predictive Analytics Market
      • 9.2.5.1.1 Germany Predictive Analytics Market by Deployment Mode
      • 9.2.5.1.2 Germany Predictive Analytics Market by Component
        • 9.2.5.1.2.1 Germany Predictive Analytics Market by Solution Type
        • 9.2.5.1.2.2 Germany Predictive Analytics Market by Services Type
      • 9.2.5.1.3 Germany Predictive Analytics Market by Organization Size
      • 9.2.5.1.4 Germany Predictive Analytics Market by Vertical
    • 9.2.5.2 UK Predictive Analytics Market
      • 9.2.5.2.1 UK Predictive Analytics Market by Deployment Mode
      • 9.2.5.2.2 UK Predictive Analytics Market by Component
        • 9.2.5.2.2.1 UK Predictive Analytics Market by Solution Type
        • 9.2.5.2.2.2 UK Predictive Analytics Market by Services Type
      • 9.2.5.2.3 UK Predictive Analytics Market by Organization Size
      • 9.2.5.2.4 UK Predictive Analytics Market by Vertical
    • 9.2.5.3 France Predictive Analytics Market
      • 9.2.5.3.1 France Predictive Analytics Market by Deployment Mode
      • 9.2.5.3.2 France Predictive Analytics Market by Component
        • 9.2.5.3.2.1 France Predictive Analytics Market by Solution Type
        • 9.2.5.3.2.2 France Predictive Analytics Market by Services Type
      • 9.2.5.3.3 France Predictive Analytics Market by Organization Size
      • 9.2.5.3.4 France Predictive Analytics Market by Vertical
    • 9.2.5.4 Russia Predictive Analytics Market
      • 9.2.5.4.1 Russia Predictive Analytics Market by Deployment Mode
      • 9.2.5.4.2 Russia Predictive Analytics Market by Component
        • 9.2.5.4.2.1 Russia Predictive Analytics Market by Solution Type
        • 9.2.5.4.2.2 Russia Predictive Analytics Market by Services Type
      • 9.2.5.4.3 Russia Predictive Analytics Market by Organization Size
      • 9.2.5.4.4 Russia Predictive Analytics Market by Vertical
    • 9.2.5.5 Spain Predictive Analytics Market
      • 9.2.5.5.1 Spain Predictive Analytics Market by Deployment Mode
      • 9.2.5.5.2 Spain Predictive Analytics Market by Component
        • 9.2.5.5.2.1 Spain Predictive Analytics Market by Solution Type
        • 9.2.5.5.2.2 Spain Predictive Analytics Market by Services Type
      • 9.2.5.5.3 Spain Predictive Analytics Market by Organization Size
      • 9.2.5.5.4 Spain Predictive Analytics Market by Vertical
    • 9.2.5.6 Italy Predictive Analytics Market
      • 9.2.5.6.1 Italy Predictive Analytics Market by Deployment Mode
      • 9.2.5.6.2 Italy Predictive Analytics Market by Component
        • 9.2.5.6.2.1 Italy Predictive Analytics Market by Solution Type
        • 9.2.5.6.2.2 Italy Predictive Analytics Market by Services Type
      • 9.2.5.6.3 Italy Predictive Analytics Market by Organization Size
      • 9.2.5.6.4 Italy Predictive Analytics Market by Vertical
    • 9.2.5.7 Rest of Europe Predictive Analytics Market
      • 9.2.5.7.1 Rest of Europe Predictive Analytics Market by Deployment Mode
      • 9.2.5.7.2 Rest of Europe Predictive Analytics Market by Component
        • 9.2.5.7.2.1 Rest of Europe Predictive Analytics Market by Solution Type
        • 9.2.5.7.2.2 Rest of Europe Predictive Analytics Market by Services Type
      • 9.2.5.7.3 Rest of Europe Predictive Analytics Market by Organization Size
      • 9.2.5.7.4 Rest of Europe Predictive Analytics Market by Vertical
• 9.3 Asia Pacific Predictive Analytics Market
  • 9.3.1 Asia Pacific Predictive Analytics Market by Deployment Mode
    • 9.3.1.1 Asia Pacific Cloud Market by Country
    • 9.3.1.2 Asia Pacific On-Premise Market by Country
  • 9.3.2 Asia Pacific Predictive Analytics Market by Component
    • 9.3.2.1 Asia Pacific Solution Market by Country
    • 9.3.2.2 Asia Pacific Predictive Analytics Market by Solution Type
      • 9.3.2.2.1 Asia Pacific Customer Analytics Market by Country
      • 9.3.2.2.2 Asia Pacific Financial Analytics Market by Country
      • 9.3.2.2.3 Asia Pacific Sales & Marketing Analytics Market by Country
      • 9.3.2.2.4 Asia Pacific Risk Analytics Market by Country
      • 9.3.2.2.5 Asia Pacific Supply Chain Analytics Market by Country
    • 9.3.2.3 Asia Pacific Services Market by Country
    • 9.3.2.4 Asia Pacific Predictive Analytics Market by Services Type
      • 9.3.2.4.1 Asia Pacific Professional Market by Country
      • 9.3.2.4.2 Asia Pacific Managed Market by Country
  • 9.3.3 Asia Pacific Predictive Analytics Market by Organization Size
    • 9.3.3.1 Asia Pacific Large Enterprise Market by Country
    • 9.3.3.2 Asia Pacific Small & Medium Enterprise Market by Country
  • 9.3.4 Asia Pacific Predictive Analytics Market by Vertical
    • 9.3.4.1 Asia Pacific BFSI Market by Country
    • 9.3.4.2 Asia Pacific Healthcare Market by Country
    • 9.3.4.3 Asia Pacific Manufacturing Market by Country
    • 9.3.4.4 Asia Pacific Transportation & Logistics Market by Country
    • 9.3.4.5 Asia Pacific Energy & Utilities Market by Country
    • 9.3.4.6 Asia Pacific Government Market by Country
    • 9.3.4.7 Asia Pacific Retail Market by Country
    • 9.3.4.8 Asia Pacific Telecom & IT Market by Country
  • 9.3.5 Asia Pacific Predictive Analytics Market by Country
    • 9.3.5.1 China Predictive Analytics Market
      • 9.3.5.1.1 China Predictive Analytics Market by Deployment Mode
      • 9.3.5.1.2 China Predictive Analytics Market by Component
        • 9.3.5.1.2.1 China Predictive Analytics Market by Solution Type
        • 9.3.5.1.2.2 China Predictive Analytics Market by Services Type
      • 9.3.5.1.3 China Predictive Analytics Market by Organization Size
      • 9.3.5.1.4 China Predictive Analytics Market by Vertical
    • 9.3.5.2 Japan Predictive Analytics Market
      • 9.3.5.2.1 Japan Predictive Analytics Market by Deployment Mode
      • 9.3.5.2.2 Japan Predictive Analytics Market by Component
        • 9.3.5.2.2.1 Japan Predictive Analytics Market by Solution Type
        • 9.3.5.2.2.2 Japan Predictive Analytics Market by Services Type
      • 9.3.5.2.3 Japan Predictive Analytics Market by Organization Size
      • 9.3.5.2.4 Japan Predictive Analytics Market by Vertical
    • 9.3.5.3 India Predictive Analytics Market
      • 9.3.5.3.1 India Predictive Analytics Market by Deployment Mode
      • 9.3.5.3.2 India Predictive Analytics Market by Component
        • 9.3.5.3.2.1 India Predictive Analytics Market by Solution Type
        • 9.3.5.3.2.2 India Predictive Analytics Market by Services Type
      • 9.3.5.3.3 India Predictive Analytics Market by Organization Size
      • 9.3.5.3.4 India Predictive Analytics Market by Vertical
    • 9.3.5.4 South Korea Predictive Analytics Market
      • 9.3.5.4.1 South Korea Predictive Analytics Market by Deployment Mode
      • 9.3.5.4.2 South Korea Predictive Analytics Market by Component
        • 9.3.5.4.2.1 South Korea Predictive Analytics Market by Solution Type
        • 9.3.5.4.2.2 South Korea Predictive Analytics Market by Services Type
      • 9.3.5.4.3 South Korea Predictive Analytics Market by Organization Size
      • 9.3.5.4.4 South Korea Predictive Analytics Market by Vertical
    • 9.3.5.5 Australia Predictive Analytics Market
      • 9.3.5.5.1 Australia Predictive Analytics Market by Deployment Mode
      • 9.3.5.5.2 Australia Predictive Analytics Market by Component
        • 9.3.5.5.2.1 Australia Predictive Analytics Market by Solution Type
        • 9.3.5.5.2.2 Australia Predictive Analytics Market by Services Type
      • 9.3.5.5.3 Australia Predictive Analytics Market by Organization Size
      • 9.3.5.5.4 Australia Predictive Analytics Market by Vertical
    • 9.3.5.6 Malaysia Predictive Analytics Market
      • 9.3.5.6.1 Malaysia Predictive Analytics Market by Deployment Mode
      • 9.3.5.6.2 Malaysia Predictive Analytics Market by Component
        • 9.3.5.6.2.1 Malaysia Predictive Analytics Market by Solution Type
        • 9.3.5.6.2.2 Malaysia Predictive Analytics Market by Services Type
      • 9.3.5.6.3 Malaysia Predictive Analytics Market by Organization Size
      • 9.3.5.6.4 Malaysia Predictive Analytics Market by Vertical
    • 9.3.5.7 Rest of Asia Pacific Predictive Analytics Market
      • 9.3.5.7.1 Rest of Asia Pacific Predictive Analytics Market by Deployment Mode
      • 9.3.5.7.2 Rest of Asia Pacific Predictive Analytics Market by Component
        • 9.3.5.7.2.1 Rest of Asia Pacific Predictive Analytics Market by Solution Type
        • 9.3.5.7.2.2 Rest of Asia Pacific Predictive Analytics Market by Services Type
      • 9.3.5.7.3 Rest of Asia Pacific Predictive Analytics Market by Organization Size
      • 9.3.5.7.4 Rest of Asia Pacific Predictive Analytics Market by Vertical
• 9.4 LAMEA Predictive Analytics Market
  • 9.4.1 LAMEA Predictive Analytics Market by Deployment Mode
    • 9.4.1.1 LAMEA Cloud Market by Country
    • 9.4.1.2 LAMEA On-Premise Market by Country
  • 9.4.2 LAMEA Predictive Analytics Market by Component
    • 9.4.2.1 LAMEA Solution Market by Country
    • 9.4.2.2 LAMEA Predictive Analytics Market by Solution Type
      • 9.4.2.2.1 LAMEA Customer Analytics Market by Country
      • 9.4.2.2.2 LAMEA Financial Analytics Market by Country
      • 9.4.2.2.3 LAMEA Sales & Marketing Analytics Market by Country
      • 9.4.2.2.4 LAMEA Risk Analytics Market by Country
      • 9.4.2.2.5 LAMEA Supply Chain Analytics Market by Country
    • 9.4.2.3 LAMEA Services Market by Country
    • 9.4.2.4 LAMEA Predictive Analytics Market by Services Type
      • 9.4.2.4.1 LAMEA Professional Market by Country
      • 9.4.2.4.2 LAMEA Managed Market by Country
  • 9.4.3 LAMEA Predictive Analytics Market by Organization Size
    • 9.4.3.1 LAMEA Large Enterprise Market by Country
    • 9.4.3.2 LAMEA Small & Medium Enterprise Market by Country
  • 9.4.4 LAMEA Predictive Analytics Market by Vertical
    • 9.4.4.1 LAMEA BFSI Market by Country
    • 9.4.4.2 LAMEA Healthcare Market by Country
    • 9.4.4.3 LAMEA Manufacturing Market by Country
    • 9.4.4.4 LAMEA Transportation & Logistics Market by Country
    • 9.4.4.5 LAMEA Energy & Utilities Market by Country
    • 9.4.4.6 LAMEA Government Market by Country
    • 9.4.4.7 LAMEA Retail Market by Country
    • 9.4.4.8 LAMEA Telecom & IT Market by Country
  • 9.4.5 LAMEA Predictive Analytics Market by Country
    • 9.4.5.1 Brazil Predictive Analytics Market
      • 9.4.5.1.1 Brazil Predictive Analytics Market by Deployment Mode
      • 9.4.5.1.2 Brazil Predictive Analytics Market by Component
        • 9.4.5.1.2.1 Brazil Predictive Analytics Market by Solution Type
        • 9.4.5.1.2.2 Brazil Predictive Analytics Market by Services Type
      • 9.4.5.1.3 Brazil Predictive Analytics Market by Organization Size
      • 9.4.5.1.4 Brazil Predictive Analytics Market by Vertical
    • 9.4.5.2 Argentina Predictive Analytics Market
      • 9.4.5.2.1 Argentina Predictive Analytics Market by Deployment Mode
      • 9.4.5.2.2 Argentina Predictive Analytics Market by Component
        • 9.4.5.2.2.1 Argentina Predictive Analytics Market by Solution Type
        • 9.4.5.2.2.2 Argentina Predictive Analytics Market by Services Type
      • 9.4.5.2.3 Argentina Predictive Analytics Market by Organization Size
      • 9.4.5.2.4 Argentina Predictive Analytics Market by Vertical
    • 9.4.5.3 UAE Predictive Analytics Market
      • 9.4.5.3.1 UAE Predictive Analytics Market by Deployment Mode
      • 9.4.5.3.2 UAE Predictive Analytics Market by Component
        • 9.4.5.3.2.1 UAE Predictive Analytics Market by Solution Type
        • 9.4.5.3.2.2 UAE Predictive Analytics Market by Services Type
      • 9.4.5.3.3 UAE Predictive Analytics Market by Organization Size
      • 9.4.5.3.4 UAE Predictive Analytics Market by Vertical
    • 9.4.5.4 Saudi Arabia Predictive Analytics Market
      • 9.4.5.4.1 Saudi Arabia Predictive Analytics Market by Deployment Mode
      • 9.4.5.4.2 Saudi Arabia Predictive Analytics Market by Component
        • 9.4.5.4.2.1 Saudi Arabia Predictive Analytics Market by Solution Type
        • 9.4.5.4.2.2 Saudi Arabia Predictive Analytics Market by Services Type
      • 9.4.5.4.3 Saudi Arabia Predictive Analytics Market by Organization Size
      • 9.4.5.4.4 Saudi Arabia Predictive Analytics Market by Vertical
    • 9.4.5.5 South Africa Predictive Analytics Market
      • 9.4.5.5.1 South Africa Predictive Analytics Market by Deployment Mode
      • 9.4.5.5.2 South Africa Predictive Analytics Market by Component
        • 9.4.5.5.2.1 South Africa Predictive Analytics Market by Solution Type
        • 9.4.5.5.2.2 South Africa Predictive Analytics Market by Services Type
      • 9.4.5.5.3 South Africa Predictive Analytics Market by Organization Size
      • 9.4.5.5.4 South Africa Predictive Analytics Market by Vertical
    • 9.4.5.6 Nigeria Predictive Analytics Market
      • 9.4.5.6.1 Nigeria Predictive Analytics Market by Deployment Mode
      • 9.4.5.6.2 Nigeria Predictive Analytics Market by Component
        • 9.4.5.6.2.1 Nigeria Predictive Analytics Market by Solution Type
        • 9.4.5.6.2.2 Nigeria Predictive Analytics Market by Services Type
      • 9.4.5.6.3 Nigeria Predictive Analytics Market by Organization Size
      • 9.4.5.6.4 Nigeria Predictive Analytics Market by Vertical
    • 9.4.5.7 Rest of LAMEA Predictive Analytics Market
      • 9.4.5.7.1 Rest of LAMEA Predictive Analytics Market by Deployment Mode
      • 9.4.5.7.2 Rest of LAMEA Predictive Analytics Market by Component
        • 9.4.5.7.2.1 Rest of LAMEA Predictive Analytics Market by Solution Type
        • 9.4.5.7.2.2 Rest of LAMEA Predictive Analytics Market by Services Type
      • 9.4.5.7.3 Rest of LAMEA Predictive Analytics Market by Organization Size
      • 9.4.5.7.4 Rest of LAMEA Predictive Analytics Market by Vertical

Chapter 10. Company Profiles

• 10.1 IBM Corporation
  • 10.1.1 Company Overview
  • 10.1.2 Financial Analysis
  • 10.1.3 Regional & Segmental Analysis
  • 10.1.4 Research & Development Expenses
  • 10.1.5 Recent strategies and developments:
    • 10.1.5.1 Partnerships, Collaborations, and Agreements:
    • 10.1.5.2 Product Launches and Product Expansions:
    • 10.1.5.3 Acquisition and Mergers:
  • 10.1.6 SWOT Analysis
• 10.2 Microsoft Corporation
  • 10.2.1 Company Overview
  • 10.2.2 Financial Analysis
  • 10.2.3 Segmental and Regional Analysis
  • 10.2.4 Research & Development Expenses
  • 10.2.5 Recent strategies and developments:
    • 10.2.5.1 Partnerships, Collaborations, and Agreements:
  • 10.2.6 SWOT Analysis
• 10.3 Oracle Corporation
  • 10.3.1 Company Overview
  • 10.3.2 Financial Analysis
  • 10.3.3 Segmental and Regional Analysis
  • 10.3.4 Research & Development Expense
  • 10.3.5 Recent strategies and developments:
    • 10.3.5.1 Product Launches and Product Expansions:
  • 10.3.6 SWOT Analysis
• 10.4 SAP SE
  • 10.4.1 Company Overview
  • 10.4.2 Financial Analysis
  • 10.4.3 Regional Analysis
  • 10.4.4 Research & Development Expense
  • 10.4.5 Recent strategies and developments:
    • 10.4.5.1 Product Launches and Product Expansions:
    • 10.4.5.2 Acquisition and Mergers:
  • 10.4.6 SWOT Analysis
• 10.5 SAS Institute, Inc.
  • 10.5.1 Company Overview
  • 10.5.2 Recent strategies and developments:
    • 10.5.2.1 Partnerships, Collaborations, and Agreements:
  • 10.5.3 SWOT Analysis
• 10.6 Salesforce, Inc.
  • 10.6.1 Company Overview
  • 10.6.2 Financial Analysis
  • 10.6.3 Regional Analysis
  • 10.6.4 Research & Development Expenses
  • 10.6.5 Recent strategies and developments:
    • 10.6.5.1 Partnerships, Collaborations, and Agreements:
    • 10.6.5.2 Product Launches and Product Expansions:
  • 10.6.6 SWOT Analysis
• 10.7 NTT Data Corporation
  • 10.7.1 Company Overview
  • 10.7.2 Financial Analysis
  • 10.7.3 Recent strategies and developments:
    • 10.7.3.1 Partnerships, Collaborations, and Agreements:
• 10.8 Tibco Software, Inc. (Vista Equity Partners Management, LLC)
  • 10.8.1 Company Overview
  • 10.8.2 Recent strategies and developments:
    • 10.8.2.1 Product Launches and Product Expansions:
    • 10.8.2.2 Acquisition and Mergers:
  • 10.8.3 SWOT Analysis
• 10.9 Alteryx, Inc.
  • 10.9.1 Company Overview
  • 10.9.2 Financial Analysis
  • 10.9.3 Research & Development Expenses
  • 10.9.4 Recent strategies and developments:
    • 10.9.4.1 Partnerships, Collaborations, and Agreements:
    • 10.9.4.2 Product Launches and Product Expansions:
  • 10.9.5 SWOT Analysis
• 10.10. Fair Isaac Corporation (FICO)
  • 10.10.1 Company Overview
  • 10.10.2 Financial Analysis
  • 10.10.3 Segmental and Regional Analysis
  • 10.10.4 Research & Development Expenses
  • 10.10.5 Recent strategies and developments:
    • 10.10.5.1 Partnerships, Collaborations, and Agreements:

Chapter 11. Winning Imperatives for Predictive Analytics Market