예측 분석 시장 규모, 점유율, 성장 분석 : 컴포넌트별, 배포 모드별, 조직 규모별, 업종별, 지역별 - 산업 예측(2025-2032년)
Predictive Analytics Market Size, Share, and Growth Analysis, By Component (Solutions, Services), By Deployment Mode (Cloud, On-Premises), By Organization Size, By Vertical, By Region - Industry Forecast 2025-2032
상품코드:1690038
리서치사:SkyQuest
발행일:2025년 03월
페이지 정보:영문 157 Pages
라이선스 & 가격 (부가세 별도)
한글목차
예측 분석 시장 규모는 2023년에 163억 달러에 달하며, 예측 기간(2025-2032년)의 CAGR은 24.2%로, 2024년 202억 4,000만 달러에서 2032년에는 1,146억 3,000만 달러로 성장할 전망입니다.
세계 예측 분석 시장은 예측 툴의 채택 확대, 빅데이터 인프라에 대한 투자, IoT와 AI 기술의 통합에 힘입어 크게 성장하고 있습니다. 그러나 숙련된 IT 전문가 부족과 높은 도입 비용 등의 문제가 시장 확대에 걸림돌이 될 수 있으며, E-Commerce 분야에서는 고객 인식 조사, 타겟팅된 온라인 광고 및 소셜미디어 광고를 통해 고객 경험의 개선이 매출을 증가시키고 있습니다. 또한 방대한 데이터 증가에 따라 예측 분석의 적용 범위는 금융과 인사 분야까지 확대될 것으로 예상됩니다. 다양한 분야의 기업이 영업, 마케팅, 운영, 공급망 관리에서 예측분석을 전략적으로 활용하여 더 높은 효율성과 수익성을 실현하고 있습니다.
목차
서론
조사의 목적
조사 범위
정의
조사 방법
정보 조달
2차와 1차 데이터 방법
시장 규모 예측
시장의 전제조건과 제한
개요
세계 시장 전망
공급과 수요 동향 분석
부문별 기회 분석
시장 역학과 전망
시장 개요
시장 규모
시장 역학
촉진요인과 기회
억제요인과 과제
Porter의 산업 분석
주요 시장 인사이트
주요 성공 요인
경쟁의 정도
주요 투자 기회
시장 에코시스템
시장의 매력 지수(2024년)
PESTEL 분석
거시경제 지표
밸류체인 분석
가격 분석
기술 분석
사례 연구
예측 분석 시장 규모 : 컴포넌트별 & CAGR(2025-2032)
시장 개요
솔루션
재무 분석
부정행위 탐지
수익성 관리
거버넌스 리스크 컴플라이언스 관리
기타 재무 분석 애플리케이션
리스크 분석
사이버 리스크 관리
운영 리스크 관리
신용 및 시장 리스크 관리
기타 리스크 분석 애플리케이션
마케팅 분석
예측 모델링
수익성 관리
제품·서비스 개발 전략
기타 마케팅 분석 애플리케이션
세일즈 분석
판매 수명주기관리
영업 담당자 효율 관리
기타 판매 분석 애플리케이션
고객 분석
고객 세분화와 클러스터링
고객 행동 분석
고객 로열티와 만족도 감시
기타 고객 분석 애플리케이션
웹과 소셜미디어 분석
소셜미디어 관리
검색 엔진 최적화
퍼포먼스 감시
경쟁 벤치마킹
공급망 분석
유통과 물류 최적화
재고 관리
제조 분석
기타 공급망 분석 애플리케이션
네트워크 분석
지능형네트워크 최적화
교통 관리
기타 네트워크 분석 애플리케이션
기타 예측 분석 솔루션
서비스
매니지드 서비스
전문 서비스
지원과 정비
컨설팅
배포와 통합
예측 분석 시장 규모 : 배포 모드별 & CAGR(2025-2032)
시장 개요
클라우드
온프레미스
예측 분석 시장 규모 : 조직 규모별 & CAGR(2025-2032)
시장 개요
대기업
중소기업
예측 분석 시장 규모 : 업종별 & CAGR(2025-2032)
시장 개요
BFSI
소매업과 E-Commerce
통신과 IT
운송과 물류
미디어와 엔터테인먼트
제조업
헬스케어와 생명과학
여행과 접객(Hoapitality)
에너지와 유틸리티
정부와 방위
기타 업종
예측 분석 시장 규모 : 지역별 & CAGR(2025-2032)
북미
미국
캐나다
유럽
독일
스페인
프랑스
영국
이탈리아
기타 유럽 지역
아시아태평양
중국
인도
일본
한국
기타 아시아태평양
라틴아메리카
브라질
기타 라틴아메리카 지역
중동 및 아프리카
GCC 국가
남아프리카공화국
기타 중동 및 아프리카
경쟁 정보
상위 5사의 비교
주요 기업의 시장 포지셔닝(2024년)
주요 시장 기업이 채택한 전략
최근 시장 동향
기업의 시장 점유율 분석(2024년)
주요 기업의 기업 개요
기업의 상세
제품 포트폴리오 분석
기업의 부문별 점유율 분석
매출의 전년대비 비교(2022-2024)
주요 기업 개요
IBM(US)
Microsoft(US)
Oracle(US)
SAP(Germany)
SAS Institute(US)
Google(US)
Salesforce(US)
Amazon Web Services(AWS)(US)
Hewlett Packard Enterprise(HPE)(US)
Teradata(US)
Domo(US)
Board International(Switzerland)
Hitachi Vantara(US)
Happiest Minds(India)
Dataiku(US)
In-med Prognostics(India)
Aito.Ai(Finland)
Symend(US)
Onward Health(India)
Unioncrate(US)
CyberLabs(Brazil)
Amlgo Labs(India)
Verimos(US)
결론과 제안
KSA
영문 목차
영문목차
Predictive Analytics Market size was valued at USD 16.3 billion in 2023 and is poised to grow from USD 20.24 billion in 2024 to USD 114.63 billion by 2032, growing at a CAGR of 24.2% during the forecast period (2025-2032).
The global predictive analytics market is experiencing significant growth, propelled by the increasing adoption of predictive tools, investments in big data infrastructure, and the integration of IoT and AI technologies. However, challenges such as a shortage of skilled IT professionals and high implementation costs may hinder market expansion. In the eCommerce sector, improved customer experiences are enhancing sales, driven by customer perception research and targeted online and social media advertising. Moreover, the application of predictive analytics is expected to extend into finance and human resources, with the rise of massive data. Businesses across various sectors are benefiting from the strategic use of predictive analytics in sales, marketing, operations, and supply chain management, fostering greater efficiency and profitability.
Top-down and bottom-up approaches were used to estimate and validate the size of the Predictive Analytics market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.
Predictive Analytics Market Segments Analysis
Global Predictive Analytics Market is segmented by Component, Deployment Mode, Organization Size, Vertical and region. Based on Component, the market is segmented into Solutions and Services. Based on Deployment Mode, the market is segmented into Cloud and On-Premises. Based on Organization Size, the market is segmented into Large Enterprises and SmallAndMedium-Sized Enterprises. Based on Vertical, the market is segmented into BFSI, RetailAndEcommerce, Telecom And IT, TransportationAndLogistics, MediaAndEntertainment, Manufacturing, HealthcareAndLife Sciences, TravelAndHospitality, EnergyAndUtilities, GovernmentAndDefense and Other Verticals. Based on region, the market is segmented into North America, Europe, Asia Pacific, LatinAmericaand Middle East & Africa.
Driver of the Predictive Analytics Market
The accelerating volume of data generated by companies across various sectors is significantly boosting the demand for predictive analytics. As organizations harness big data to forecast trends, enhance operational efficiency, and make data-driven decisions, the predictive analytics market experiences substantial growth. This trend highlights the critical role that advanced data analysis plays in helping businesses stay competitive and agile in an ever-evolving landscape. By leveraging predictive analytics, companies can gain valuable insights that inform strategic decisions, ultimately leading to improved outcomes and a stronger market position. Thus, the increasing reliance on data-driven approaches is a key driver of this market's expansion.
Restraints in the Predictive Analytics Market
One notable restraint in the predictive analytics market is the considerable initial investment necessary for implementing such solutions. The financial burden associated with acquiring the required technology, integrating systems, and facilitating employee training can pose challenges, particularly for small and medium-sized enterprises (SMEs). These costs may deter potential adopters from leveraging predictive analytics, as they may find it difficult to justify the upfront expenditure. Consequently, the high barrier to entry can limit the growth and widespread adoption of predictive analytics tools among businesses that could benefit from enhanced data-driven decision-making but lack the financial resources to invest in them.
Market Trends of the Predictive Analytics Market
The predictive analytics market is witnessing a significant trend towards the integration of predictive analytics with traditional business intelligence (BI) systems, driven by the demand for a comprehensive and actionable approach to data analysis. This convergence allows organizations to leverage historical data insights alongside advanced predictive modeling, enabling proactive decision-making in dynamic environments. Enhanced accessibility through user-friendly interfaces and sophisticated data visualization tools empowers data analysts and business users alike to interpret integrated insights effectively. As predictive models evolve through continuous learning, organizations benefit from increased accuracy and value, ultimately leading to improved productivity, higher ROI, and a competitive advantage in today's data-centric landscape.
Table of Contents
Introduction
Objectives of the Study
Scope of the Report
Definitions
Research Methodology
Information Procurement
Secondary & Primary Data Methods
Market Size Estimation
Market Assumptions & Limitations
Executive Summary
Global Market Outlook
Supply & Demand Trend Analysis
Segmental Opportunity Analysis
Market Dynamics & Outlook
Market Overview
Market Size
Market Dynamics
Drivers & Opportunities
Restraints & Challenges
Porters Analysis
Competitive rivalry
Threat of substitute
Bargaining power of buyers
Threat of new entrants
Bargaining power of suppliers
Key Market Insights
Key Success Factors
Degree of Competition
Top Investment Pockets
Market Ecosystem
Market Attractiveness Index, 2024
PESTEL Analysis
Macro-Economic Indicators
Value Chain Analysis
Pricing Analysis
Technology Analysis
Case Studies
Global Predictive Analytics Market Size by Component & CAGR (2025-2032)
Market Overview
Solutions
Financial Analytics
Fraud detection
Profitability management
Governance, risk, and compliance management
Other financial analytics applications
Risk Analytics
Cyber risk management
Operational risk management
Credit and market risk management
Other risk analytics applications
Marketing Analytics
Predictive modeling
Yield management
Product and service development strategies
Other marketing analytics applications
Sales Analytics
Sales life cycle management
Sales rep efficiency management
Other sales analytics applications
Customer Analytics
Customer segmentation and clustering
Customer behavior analysis
Monitoring customer loyalty and satisfaction
Other customer analytics applications
Web And Social Media Analytics
Social media management
Search engine optimization
Performance monitoring
Competitor benchmarking
Supply Chain Analytics
Distribution and logistics optimization
Inventory management
Manufacturing analysis
Other supply chain analytics applications
Network Analytics
Intelligent network optimization
Traffic management
Other Network Analytics Applications
Other Predictive Analytics Solutions
Services
Managed Services
Professional Services
Support and Maintenance
Consulting
Deployment and integration
Global Predictive Analytics Market Size by Deployment Mode & CAGR (2025-2032)
Market Overview
Cloud
On-Premises
Global Predictive Analytics Market Size by Organization Size & CAGR (2025-2032)
Market Overview
Large Enterprises
Small And Medium-Sized Enterprises
Global Predictive Analytics Market Size by Vertical & CAGR (2025-2032)
Market Overview
BFSI
Retail And Ecommerce
Telecom And IT
Transportation And Logistics
Media And Entertainment
Manufacturing
Healthcare And Life Sciences
Travel And Hospitality
Energy And Utilities
Government And Defense
Other Verticals
Global Predictive Analytics Market Size & CAGR (2025-2032)
North America (Component, Deployment Mode, Organization Size, Vertical)
US
Canada
Europe (Component, Deployment Mode, Organization Size, Vertical)
Germany
Spain
France
UK
Italy
Rest of Europe
Asia Pacific (Component, Deployment Mode, Organization Size, Vertical)
China
India
Japan
South Korea
Rest of Asia-Pacific
Latin America (Component, Deployment Mode, Organization Size, Vertical)
Brazil
Rest of Latin America
Middle East & Africa (Component, Deployment Mode, Organization Size, Vertical)