预测分析市场规模、份额、成长分析、按服务、按解决方案、按部署类型、按公司规模、按最终用户、按地区 - 行业预测，2024-2031 年

2022年全球预测分析市场规模约为140.3亿美元，从2023年的171.2亿美元成长到2031年，预测期间（2024-2031年）复合年增长率为19.2%，预计将成长至84美元。达亿元。

预测分析利用自动化机器学习和统计分析，透过分析历史和资料资料来预测未来事件。该技术使公司能够预测客户需求、提高竞争力并改善客户体验。电子商务的兴起，加上连网型设备的激增，正在加速采用预测分析来进行即时消费行为分析和个人化优惠。儘管人才短缺、实施成本高和资料完整性问题等挑战仍然存在，但由于大量资料的可用性、先进技术和跨行业应用的扩展，该市场有望显着成长。

目录

介绍

• 研究目的
• 定义
• 市场范围

调查方法

• 资讯采购
• 次要/一级资讯来源
• 市场规模预测
• 市场假设与限制

执行摘要

• 市场概况展望
• 供需趋势分析
• 按细分市场的机会分析

市场动态及展望

• 市场动态
  • 促进因素
  • 机会
  • 抑制因素
  • 任务
• 波特的分析

主要市场考察

• 关键成功因素
• 竞争程度
• 技术分析
• 价值链分析
• 案例研究分析
• 专利分析
• 价格分析
• 贸易分析
• 关键投资机会
• 市场吸引力指数
• 市场生态系统
• 案例研究

预测分析市场：以硬体划分

• 市场概况
• 服务
  • 託管服务
  • 专业服务
  • 咨询、部署、安装
  • 支援/维护
• 解决方案
  • 客户分析
  • 客户细分/丛集
  • 客户行为分析
  • 监控客户忠诚度和满意度
  • 其他的
  • 财务分析
  • 诈欺侦测
  • 盈利管理
  • 管治风险/合规管理
  • 其他的
  • 风险分析
  • 网路风险管理
  • 操作风险管理
  • 信用风险/市场风险管理
  • 其他的
  • 行销分析
  • 预测模型
  • 收益管理
  • 产品/服务发展策略
  • 其他的
  • 销售分析
  • 销售生命週期管理
  • 负责人效率管理
  • 其他的
  • 网路分析
  • 智慧型网路最佳化
  • 交通管理
  • 其他的
  • 供应链分析
  • 配送和物流优化
  • 库存管理
  • 製造分析
  • 其他的
  • 网路和社群媒体分析
  • 社群媒体管理
  • 搜寻引擎优化
  • 绩效监控
  • 竞争标竿管理
  • 其他的

预测分析市场：依部署划分

• 市场概况
• 云
• 本地

预测分析市场：依公司规模划分

• 市场概况
• 小型企业
• 大公司

预测分析市场：依最终用户划分

• 市场概况
• 政府/国防
• 製造业
• 运输/物流
• BFSI、医疗保健和生命科学
• 旅游/酒店业
• 能源/公共产业
• 资讯科技/通讯
• 媒体娱乐
• 零售/电子商务
• 其他的

预测分析市场规模：按地区

• 市场概况
• 北美洲
  • 美国
  • 加拿大
• 欧洲
  • 德国
  • 西班牙
  • 法国
  • 英国
  • 其他欧洲国家地区
• 亚太地区
  • 中国
  • 印度
  • 日本
  • 韩国
  • 其他亚太地区
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地区
• 中东和非洲 (MEA)
  • 海湾合作委员会国家
  • 南非
  • 其他中东/非洲地区

竞争格局

• 前5名企业对比
• 主要企业市场定位（2023年）
• 主要市场参与者所采取的策略
• 近期市集活动
• 主要企业市场占有率（2023年）

主要企业简介

• 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