預測分析市場規模、佔有率、成長分析、按服務、按解決方案、按部署類型、按公司規模、按最終用戶、按地區 - 行業預測，2024-2031 年

2022年全球預測分析市場規模約為140.3億美元，從2023年的171.2億美元成長到2031年，預測期間（2024-2031年）複合年成長率為19.2%，預計將成長至84美元。達億元。

預測分析利用自動化機器學習和統計分析，透過分析歷史和資料資料來預測未來事件。該技術使公司能夠預測客戶需求、提高競爭力並改善客戶體驗。電子商務的興起，加上連網型設備的激增，正在加速採用預測分析來進行即時消費行為分析和個人化優惠。儘管人才短缺、實施成本高和資料完整性問題等挑戰仍然存在，但由於大量資料的可用性、先進技術和跨行業應用的擴展，該市場有望顯著成長。

目錄

介紹

• 研究目的
• 定義
• 市場範圍

調查方法

• 資訊採購
• 次要/一級資訊來源
• 市場規模預測
• 市場假設與限制

執行摘要

• 市場概況展望
• 供需趨勢分析
• 按細分市場的機會分析

市場動態及展望

• 市場動態
  • 促進因素
  • 機會
  • 抑制因素
  • 任務
• 波特的分析

主要市場考察

• 關鍵成功因素
• 競爭程度
• 技術分析
• 價值鏈分析
• 案例研究分析
• 專利分析
• 價格分析
• 貿易分析
• 關鍵投資機會
• 市場吸引力指數
• 市場生態系統
• 案例研究

預測分析市場：以硬體分類

• 市場概況
• 服務
  • 託管服務
  • 專業服務
  • 諮詢、部署、安裝
  • 支援/維護
• 解決方案
  • 客戶分析
  • 客戶細分/叢集
  • 客戶行為分析
  • 監控客戶忠誠度和滿意度
  • 其他
  • 財務分析
  • 詐欺偵測
  • 盈利管理
  • 管治風險/合規管理
  • 其他
  • 風險分析
  • 網路風險管理
  • 操作風險管理
  • 信用風險/市場風險管理
  • 其他
  • 行銷分析
  • 預測模型
  • 收益管理
  • 產品/服務發展策略
  • 其他
  • 銷售分析
  • 銷售生命週期管理
  • 負責人效率管理
  • 其他
  • 網路分析
  • 智慧型網路最佳化
  • 交通管理
  • 其他
  • 供應鏈分析
  • 配送和物流最佳化
  • 庫存管理
  • 製造分析
  • 其他
  • 網路和社群媒體分析
  • 社群媒體管理
  • 搜尋引擎最佳化
  • 績效監控
  • 競爭標竿管理
  • 其他

預測分析市場：依部署分類

• 市場概況
• 雲
• 本地

預測分析市場：依公司規模分類

• 市場概況
• 小型企業
• 主要企業

預測分析市場：依最終用戶分類

• 市場概況
• 政府/國防
• 製造業
• 運輸/物流
• BFSI、醫療保健和生命科學
• 旅遊/酒店業
• 能源/公共產業
• 資訊科技/通訊
• 媒體娛樂
• 零售/電子商務
• 其他

預測分析市場規模：按地區

• 市場概況
• 北美洲
  • 美國
  • 加拿大
• 歐洲
  • 德國
  • 西班牙
  • 法國
  • 英國
  • 其他歐洲國家地區
• 亞太地區
  • 中國
  • 印度
  • 日本
  • 韓國
  • 其他亞太地區
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地區
• 中東和非洲 (MEA)
  • 海灣合作理事會國家
  • 南非
  • 其他中東/非洲地區

競爭格局

• 前5名企業對比
• 主要企業市場定位（2023年）
• 主要市場參與者所採取的策略
• 近期市集活動
• 主要企業市場佔有率（2023年）

主要企業簡介

• 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）
• Alteryx（US）
• FICO（US）
• Altair（US）
• Domo（US）
• Cloudera（US）
• Board International（Switzerland）
• Hitachi Vantara（US）
• Qlik（US）
• Happiest Minds（India）
• Dataiku（US）
• Biofourmis（US）
• In-med Prognostics（India）
• Aito.Ai（Finland）
• Symend（US）
• Onward Health（India）
• Unioncrate（US）
• CyberLabs（Brazil）
• Actify Data Labs（India）
• Amlgo Labs（India）
• Verimos（US）

Global Predictive Analytics Market size was valued at around USD 14.03 billion in 2022 and is projected to grow from USD 17.12 billion in 2023 to USD 84 billion by 2031 at a CAGR of 19.2% over the forecast period (2024-2031).

Predictive analytics, leveraging automated machine learning and statistical analysis, forecasts future events by analyzing historical and projected data. This technology empowers businesses to anticipate customer needs, gain a competitive edge, and enhance customer experience. The rise of e-commerce, coupled with the proliferation of connected devices, has accelerated the adoption of predictive analytics for real-time consumer behavior analysis and personalized offers. While challenges such as talent scarcity, high implementation costs, and data integrity issues persist, the market is poised for significant growth driven by massive data availability, advanced technologies, and expanding applications across industries.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Pain Management Devices 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.

Global Predictive Analytics Market Segmental Analysis

Global predictive analytics market is segmented based on component, deployment type, enterprise size, end-user and region. Based on component the market is segmented into Service (Managed Services and Professional Services [Consulting, Deployment& Installation and Support & Maintenance]), Solution ( Customer analytics [Customer Segmentation & Clustering, Customer Behavior Analysis, Monitoring Customer Loyalty & Satisfaction and Other], Financial Analytics [Fraud detection, Profitability Management, Governance Risk & Compliance Management and Other], Risk Analytics [Cyber risk management, Operational risk management, Credit and market risk management and Other], Marketing Analytics [Predictive Modeling, Yield Management, Product & Service Development Strategies and Other], Sales Analytics [Sales Life Cycle Management, Sales Rep Efficiency Management and Other], Network Analytics[Intelligent Network Optimization, Traffic Management and Other], Supply Chain Analytics [Distribution and logistics optimization, Inventory management, Manufacturing analysis and Other], Web & Social Media Analytics [Social Media Management, Search Engine Optimization, Performance Monitoring and Competitor Benchmarking], and Others). Based on deployment the market is segmented into clouds and on-premises. Based on enterprise size, the market is segmented into small & medium enterprises and large enterprises. Based on end-user, the market is segmented into Government & Defense, Manufacturing, Transportation & Logistics, BFSI, Healthcare & Life science, Travel & Hospitality, Energy & Utilities, IT & Telecommunication, Media & Entertainment, Retail & E-commerce and Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Middle East and Africa, and Latin America.

Drivers of the Global Predictive Analytics Market

Strategic collaborations among industry leaders are accelerating the growth of the predictive analytics market. By joining forces with other businesses and research institutions, companies are developing innovative solutions that drive market expansion. Acquisitions, like Altair's purchase of S-FRAME Software in 2021, exemplify this trend, as businesses combine their strengths to create comprehensive predictive analytics platforms.

Restraints in the Global Predictive Analytics Market

A critical challenge facing the predictive analytics market is the scarcity of skilled professionals capable of implementing and operating these complex systems. The demand for individuals possessing strong analytical skills to interpret predictive models and drive actionable insights is high. To address this talent gap, training and consulting services have emerged as rapidly growing market segments.

Market Trends of the Global Predictive Analytics Market

Cloud adoption is a pivotal driver of growth in the predictive analytics market. By offering cost-efficiency, scalability, and reduced risk, cloud computing empowers businesses to harness the full potential of their data. It serves as a foundation for digital transformation, fostering innovation and competitive advantage. With a growing number of organizations recognizing the benefits of cloud-based solutions, the market is poised for significant expansion as businesses migrate their applications and leverage cloud-based predictive analytics platforms.

Table of Contents

Introduction

• Objectives of the Study
• Definitions
• Market Scope

Research Methodology

• Information Procurement
• Secondary & Primary Data Sources
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Market Overview Outlook
• Supply Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Dynamics
  • Drivers
  • Opportunities
  • Restraints
  • Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of Substitute Products
  • Bargaining Power of Buyers
  • Threat of New Entrants
  • Bargaining Power of Suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Technology Analysis
• Value Chain Analysis
• Case Study Analysis
• Patent Analysis
• Pricing Analysis
• Trade Analysis
• Top Investment Pockets
• Market Attractiveness Index
• Market Ecosystem
• Case Study

Predictive Analytics Market by Hardware

• Market Overview
• Service
  • Managed Services
  • Professional Services
  • Consulting, Deployment& Installation
  • Support & Maintenance
• Solution
  • Customer Analytics
  • Customer Segmentation & Clustering
  • Customer Behaviour Analysis
  • Monitoring Customer Loyalty & Satisfaction
  • Other
  • Financial Analytics
  • Fraud Detection
  • Profitability Management
  • Governance Risk & Compliance Management
  • Other
  • Risk Analytics
  • Cyber Risk Management
  • Operational Risk Management
  • Credit & Market Risk Management
  • Other
  • Marketing Analytics
  • Predictive Modelling
  • Yield Management
  • Product & Service Development Strategies
  • Other
  • Sales Analytics
  • Sales Life Cycle Management
  • Sales Rep Efficiency Management
  • Other
  • Network Analytics
  • Intelligent Network Optimization
  • Traffic Management
  • Other
  • Supply Chain Analytics
  • Distribution and logistics optimization
  • Inventory management
  • Manufacturing analysis
  • Other
  • Web & Social Media Analytics
  • Social Media Management
  • Search Engine Optimization
  • Performance Monitoring
  • Competitor Benchmarking
  • Others

Predictive Analytics Market by Deployment

• Market Overview
• Cloud
• On-Premises

Predictive Analytics Market by Enterprise Size

• Market Overview
• Small & Medium Enterprises
• Large Enterprises

Predictive Analytics Market by End User

• Market Overview
• Government & Defense
• Manufacturing
• Transportation & Logistics
• BFSI, Healthcare & Life science
• Travel & Hospitality
• Energy & Utilities
• IT & Telecommunication
• Media & Entertainment
• Retail & E-commerce
• Others

Predictive Analytics Market Size by Region

• Market Overview
• North America
  • USA
  • Canada
• Europe
  • Germany
  • Spain
  • France
  • UK
  • Rest of Europe
• Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America
  • Brazil
  • Rest of Latin America
• Middle East & Africa (MEA)
  • GCC Countries
  • South Africa
  • Rest of MEA

Competitive Landscape

• Top 5 Player Comparison
• Market Positioning of Key Players, 2023
• Strategies Adopted by Key Market Players
• Recent Activities in the Market
• Key Companies Market Share (%), 2023

Key Company Profiles

• IBM (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Oracle (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAP (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAS Institute (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Google (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Salesforce (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Amazon Web Services (AWS) (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hewlett Packard Enterprise (HPE) (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Teradata (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Alteryx (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• FICO (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Altair (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Domo (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Cloudera (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Board International (Switzerland)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hitachi Vantara (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Qlik (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Happiest Minds (India)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Dataiku (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Biofourmis (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• In-med Prognostics (India)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Aito.Ai (Finland)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Symend (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Onward Health (India)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Unioncrate (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• CyberLabs (Brazil)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Actify Data Labs (India)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Amlgo Labs (India)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Verimos (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments