세계의 예측 분석 시장 : 규모, 점유율, 동향 분석-전개 모드별, 컴포넌트별, 조직 규모별, 업종별, 지역별, 전망 및 예측(2024-2031년)
Global Predictive Analytics Market Size, Share & Trends Analysis Report By Deployment Mode (Cloud, and On-Premise), By Component, By Organization Size, By Vertical, By Regional Outlook and Forecast, 2024 - 2031
상품코드:1555974
리서치사:KBV Research
발행일:2024년 09월
페이지 정보:영문 380 Pages
라이선스 & 가격 (부가세 별도)
한글목차
세계의 예측 분석 시장 규모는 예측 기간 동안 21.7%의 연평균 복합 성장률(CAGR)로 시장 성장할 전망이며, 2031년까지 546억 달러에 달할 것으로 예상됩니다.
시장 성장 요인
현대 디지털 상황에서는 소셜 미디어, IoT 장치, 트랜잭션 시스템, 모바일 애플리케이션 등 다양한 소스에서 전례없는 데이터가 생성됩니다. 데이터의 양과 유형이 급증함에 따라 머신러닝 및 AI 알고리즘과 같은 고급 분석 기법을 적용할 수 있습니다. 결론적으로 데이터의 양과 유형의 급격한 증가는 시장 성장을 이끌고 있습니다.
조직은 다양한 산업에서 치열한 경쟁에 직면하고 있습니다. 기업은 경쟁 우위를 확보하기 위해 추세를 파악하고 전략을 최적화하며 정보 기반 선택을 수행하기 위해 데이터 중심의 의사 결정을 내리고 있습니다. 또한 조직은 실적과 투자 수익률(ROI)의 눈에 보이는 개선을 보여주기 위해 점점 더 압박감을 느끼고 있습니다. 따라서 데이터 중심의 의사결정에 대한 수요가 증가함에 따라 시장 성장이 촉진되고 있습니다.
시장 성장 억제요인
이러한 분석 솔루션 구현과 관련된 초기 비용은 상당한 금액이 될 수 있습니다. 여기에는 소프트웨어 라이선스, 하드웨어 인프라 구매 및 시스템과 기존 기술의 통합과 관련된 비용이 포함됩니다. 이러한 애널리틱스 시스템을 유지하는 데는 소프트웨어 업데이트, 버그 수정 및 기술 지원의 지속적인 비용이 소요됩니다. 따라서 구현 및 유지 보수 비용이 높아 시장 성장을 방해합니다.
전개 모드별 전망
전개 모드를 기반으로 시장은 클라우드와 온프레미스로 나뉩니다. 2023년에는 온프레미스 부문이 시장에서 43%의 수익 점유율을 획득했습니다. 헬스케어, 금융, 정부 등 엄격한 규제 산업의 조직은 종종 데이터를 완벽하게 제어하기 위해 온프레미스 솔루션을 선호합니다.
컴포넌트별 전망
컴포넌트를 기반으로 시장은 솔루션과 서비스로 나뉩니다. 2023년에는 서비스 부문이 시장에서 33%의 수익 점유율을 기록했습니다. 많은 조직에서는 이러한 분석 솔루션을 구현하고 관리하기 위한 내부 전문 지식이 부족했습니다. 전문 공급자의 서비스가 이 격차를 메우고 전문가의 지침과 지원을 제공했습니다.
조직 규모별 전망
조직 규모에 따라 시장은 대기업과 중소기업으로 나뉩니다. 중소기업 부문은 2023년 시장에서 37%의 수익 점유율을 기록했습니다. 이러한 애널리틱스 도구와 기술 비용은 시간이 지남에 따라 낮아졌으며 중소기업에게 보다 저렴한 가격으로 사용하기 쉬워졌습니다.
업종별 전망
업종별로 시장은 BFSI, 정부, 비즈니스 기능, 헬스케어, 제조, 소매, 통신 및 IT, 운송 및 물류, 에너지 및 유틸리티 등으로 분류됩니다. 2023년 헬스케어 부문은 예측 분석 시장에서 14%의 수익 점유율을 획득했습니다. 이러한 분석을 통해 의료 제공업체는 이력 데이터, 유전 정보 및 실시간 건강 지표를 분석하여 건강 관리 결과를 예측할 수 있습니다.
지역별 전망
지역별로 볼 때 시장은 북미, 유럽, 아시아태평양, 라틴아메리카, 중동, 아프리카에서 분석되고 있습니다. 북미는 2022년 시장에서 38%의 수익 점유율을 기록했습니다. 북미는 기술 혁신의 리더로 클라우드 컴퓨팅, 인공지능(AI), 머신러닝으로 큰 진보를 이루고 있습니다.
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
