全球预测分析市场，2024-2028

预测分析市场预计在 2023 年至 2028 年期间成长 386.455 亿美元，预测期内复合年增长率为 28.97%。

该报告包括对预测分析市场的总体分析、市场规模和预测、趋势、成长驱动因素、挑战以及涵盖约 25 家供应商的供应商分析。

它提供了对当前市场状况、最新趋势和驱动因素以及整体市场环境的最新分析。该市场的驱动因素包括不断增加的资料生成和巨量资料的出现、对诈骗和诈骗检测的需求不断增长以及采用分析来实现以客户为中心。

研究指出，先进技术、人工智慧和物联网的激增是推动未来几年预测分析市场成长的关键原因之一。此外，即时资料分析和本机资料产生的采用将会增加，从而产生巨大的市场需求。

目录

第一章执行摘要

• 市场概况

第二章 市场状况

• 市场生态系统
• 市场特征
• 价值链分析

第三章 市场规模评估

• 市场定义
• 细分市场分析
• 2023 年市场规模
• 2023-2028年市场展望

第四章 市场规模表现

• 预测分析全球市场 2018-2022
• 2018-2022 年最终用户細項分析
• 2018-2022 年按发展分類的细分市场分析
• 2018-2022 年区域細項分析
• 2018-2022 年国家細項分析

第五章五力分析

• 五力摘要
• 买方议价能力
• 供应商的议价能力
• 新进入者的威胁
• 替代品的威胁
• 竞争威胁
• 市场状况

第六章 市场区隔：依最终用户

• 市场区隔
• 比较：按最终用户
• BFSI：2023-2028 年市场规模与预测
• 零售与电子商务：2023-2028年市场规模与预测
• 通讯/IT：2023-2028 年市场规模与预测
• 运输/物流：2023-2028 年市场规模与预测
• 其他：2023-2028年市场规模与预测
• 市场机会：依最终用户划分

第 7 章 市场区隔：依部署

• 市场区隔
• 比较：按部署
• 云端基础：2023-2028 年市场规模与预测
• 本地：2023-2028 年市场规模与预测
• 市场机会：按部署

第八章 客户状况

• 客户状况概览

第九章 地区情势

• 区域细分
• 比较：按地区
• 北美：2023-2028 年市场规模与预测
• 欧洲：2023-2028 年市场规模与预测
• 亚太地区：2023-2028 年市场规模与预测
• 南美洲：2023-2028年市场规模与预测
• 中东和非洲：2023-2028年市场规模与预测
• 美国：2023-2028 年市场规模与预测
• 中国：2023-2028年市场规模及预测
• 德国：2023-2028 年市场规模与预测
• 英国：2023-2028 年市场规模与预测
• 日本：2023-2028年市场规模与预测
• 市场机会：依地区状况

第十章 促进因素、挑战、机会、限制因素

• 市场驱动因素
• 市场问题
• 驱动因素和挑战的影响
• 市场机会与限制

第十一章竞争格局

• 概述
• 竞争格局
• 混乱的情况
• 产业风险

第十二章 竞争分析

• 公司简介
• 公司市场定位
• Altair Engineering Inc.
• Alteryx Inc.
• Amazon.com Inc.
• Cloudera Inc.
• Fair Isaac Corp.
• Hewlett Packard Enterprise Co
• International Business Machines Corp.
• KNIME AG
• Microsoft Corp.
• Oracle Corp.
• Salesforce Inc.
• SAP SE
• SAS Institute Inc.
• Teradata Corp.
• TIBCO Software Inc.

第十三章附录

The predictive analytics market is forecasted to grow by USD 38645.5 mn during 2023-2028, accelerating at a CAGR of 28.97% during the forecast period. The report on the predictive analytics market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasing data generation and advent of big data, growing need to detect fraud and scams, and adoption of analytics to achieve customer centricity.

Technavio's predictive analytics market is segmented as below:

By End-user

• BFSI
• Retail and e-commerce
• Telecom and IT
• Transportation and logistics
• Others

By Deployment

• Cloud-based
• On-premises

By Geographical Landscape

• North America
• Europe
• APAC
• South America
• Middle East and Africa

This study identifies the proliferation of advanced technologies, ai, and iot as one of the prime reasons driving the predictive analytics market growth during the next few years. Also, increasing adoption of real-time data analytics and generation of native machine data will lead to sizable demand in the market.

The report on the predictive analytics market covers the following areas:

• Predictive analytics market sizing
• Predictive analytics market forecast
• Predictive analytics market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading predictive analytics market vendors that include Altair Engineering Inc., Alteryx Inc., Amazon.com Inc., Board International SA, Cloudera Inc., Domo Inc., Fair Isaac Corp., Hewlett Packard Enterprise Co, Hitachi Ltd., International Business Machines Corp., KNIME AG, Microsoft Corp., Nippon Telegraph and Telephone Corp., Oracle Corp., QlikTech international AB, Salesforce Inc., SAP SE, SAS Institute Inc., Teradata Corp., and TIBCO Software Inc.. Also, the predictive analytics market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 2.2 Market characteristics
  • Market characteristics analysis
• 2.3 Value chain analysis
  • Value Chain Analysis

3 Market Sizing

• 3.1 Market definition
  • Offerings of companies included in the market definition
• 3.2 Market segment analysis
  • Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
  • Chart on Global - Market size and forecast 2023-2028 ($ million)
  • Data Table on Global - Market size and forecast 2023-2028 ($ million)
  • Chart on Global Market: Year-over-year growth 2023-2028 (%)
  • Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global Predictive Analytics Market 2018 - 2022
  • Historic Market Size - Data Table on Global Predictive Analytics Market 2018 - 2022 ($ million)
• 4.2 End-user segment analysis 2018 - 2022
  • Historic Market Size - End-user Segment 2018 - 2022 ($ million)
• 4.3 Deployment segment analysis 2018 - 2022
  • Historic Market Size - Deployment Segment 2018 - 2022 ($ million)
• 4.4 Geography segment analysis 2018 - 2022
  • Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• 4.5 Country segment analysis 2018 - 2022
  • Historic Market Size - Country Segment 2018 - 2022 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
  • Five forces analysis - Comparison between 2023 and 2028
• 5.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2023 and 2028
• 5.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• 5.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2023 and 2028
• 5.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2023 and 2028
• 5.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2023 and 2028
• 5.7 Market condition
  • Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by End-user

• 6.1 Market segments
  • Chart on End-user - Market share 2023-2028 (%)
  • Data Table on End-user - Market share 2023-2028 (%)
• 6.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 6.3 BFSI - Market size and forecast 2023-2028
  • Chart on BFSI - Market size and forecast 2023-2028 ($ million)
  • Data Table on BFSI - Market size and forecast 2023-2028 ($ million)
  • Chart on BFSI - Year-over-year growth 2023-2028 (%)
  • Data Table on BFSI - Year-over-year growth 2023-2028 (%)
• 6.4 Retail and e-commerce - Market size and forecast 2023-2028
  • Chart on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
  • Data Table on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
  • Chart on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
  • Data Table on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
• 6.5 Telecom and IT - Market size and forecast 2023-2028
  • Chart on Telecom and IT - Market size and forecast 2023-2028 ($ million)
  • Data Table on Telecom and IT - Market size and forecast 2023-2028 ($ million)
  • Chart on Telecom and IT - Year-over-year growth 2023-2028 (%)
  • Data Table on Telecom and IT - Year-over-year growth 2023-2028 (%)
• 6.6 Transportation and logistics - Market size and forecast 2023-2028
  • Chart on Transportation and logistics - Market size and forecast 2023-2028 ($ million)
  • Data Table on Transportation and logistics - Market size and forecast 2023-2028 ($ million)
  • Chart on Transportation and logistics - Year-over-year growth 2023-2028 (%)
  • Data Table on Transportation and logistics - Year-over-year growth 2023-2028 (%)
• 6.7 Others - Market size and forecast 2023-2028
  • Chart on Others - Market size and forecast 2023-2028 ($ million)
  • Data Table on Others - Market size and forecast 2023-2028 ($ million)
  • Chart on Others - Year-over-year growth 2023-2028 (%)
  • Data Table on Others - Year-over-year growth 2023-2028 (%)
• 6.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

7 Market Segmentation by Deployment

• 7.1 Market segments
  • Chart on Deployment - Market share 2023-2028 (%)
  • Data Table on Deployment - Market share 2023-2028 (%)
• 7.2 Comparison by Deployment
  • Chart on Comparison by Deployment
  • Data Table on Comparison by Deployment
• 7.3 Cloud-based - Market size and forecast 2023-2028
  • Chart on Cloud-based - Market size and forecast 2023-2028 ($ million)
  • Data Table on Cloud-based - Market size and forecast 2023-2028 ($ million)
  • Chart on Cloud-based - Year-over-year growth 2023-2028 (%)
  • Data Table on Cloud-based - Year-over-year growth 2023-2028 (%)
• 7.4 On-premises - Market size and forecast 2023-2028
  • Chart on On-premises - Market size and forecast 2023-2028 ($ million)
  • Data Table on On-premises - Market size and forecast 2023-2028 ($ million)
  • Chart on On-premises - Year-over-year growth 2023-2028 (%)
  • Data Table on On-premises - Year-over-year growth 2023-2028 (%)
• 7.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)
  • Data Table on Market opportunity by Deployment ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2023-2028 (%)
  • Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
  • Chart on North America - Market size and forecast 2023-2028 ($ million)
  • Data Table on North America - Market size and forecast 2023-2028 ($ million)
  • Chart on North America - Year-over-year growth 2023-2028 (%)
  • Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 Europe - Market size and forecast 2023-2028
  • Chart on Europe - Market size and forecast 2023-2028 ($ million)
  • Data Table on Europe - Market size and forecast 2023-2028 ($ million)
  • Chart on Europe - Year-over-year growth 2023-2028 (%)
  • Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.5 APAC - Market size and forecast 2023-2028
  • Chart on APAC - Market size and forecast 2023-2028 ($ million)
  • Data Table on APAC - Market size and forecast 2023-2028 ($ million)
  • Chart on APAC - Year-over-year growth 2023-2028 (%)
  • Data Table on APAC - Year-over-year growth 2023-2028 (%)
• 9.6 South America - Market size and forecast 2023-2028
  • Chart on South America - Market size and forecast 2023-2028 ($ million)
  • Data Table on South America - Market size and forecast 2023-2028 ($ million)
  • Chart on South America - Year-over-year growth 2023-2028 (%)
  • Data Table on South America - Year-over-year growth 2023-2028 (%)
• 9.7 Middle East and Africa - Market size and forecast 2023-2028
  • Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• 9.8 US - Market size and forecast 2023-2028
  • Chart on US - Market size and forecast 2023-2028 ($ million)
  • Data Table on US - Market size and forecast 2023-2028 ($ million)
  • Chart on US - Year-over-year growth 2023-2028 (%)
  • Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.9 China - Market size and forecast 2023-2028
  • Chart on China - Market size and forecast 2023-2028 ($ million)
  • Data Table on China - Market size and forecast 2023-2028 ($ million)
  • Chart on China - Year-over-year growth 2023-2028 (%)
  • Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.10 Germany - Market size and forecast 2023-2028
  • Chart on Germany - Market size and forecast 2023-2028 ($ million)
  • Data Table on Germany - Market size and forecast 2023-2028 ($ million)
  • Chart on Germany - Year-over-year growth 2023-2028 (%)
  • Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.11 UK - Market size and forecast 2023-2028
  • Chart on UK - Market size and forecast 2023-2028 ($ million)
  • Data Table on UK - Market size and forecast 2023-2028 ($ million)
  • Chart on UK - Year-over-year growth 2023-2028 (%)
  • Data Table on UK - Year-over-year growth 2023-2028 (%)
• 9.12 Japan - Market size and forecast 2023-2028
  • Chart on Japan - Market size and forecast 2023-2028 ($ million)
  • Data Table on Japan - Market size and forecast 2023-2028 ($ million)
  • Chart on Japan - Year-over-year growth 2023-2028 (%)
  • Data Table on Japan - Year-over-year growth 2023-2028 (%)
• 9.13 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

10 Drivers, Challenges, and Opportunity/Restraints

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2023 and 2028
• 10.4 Market opportunities/restraints

11 Competitive Landscape

• 11.1 Overview
• 11.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 11.3 Landscape disruption
  • Overview on factors of disruption
• 11.4 Industry risks
  • Impact of key risks on business

12 Competitive Analysis

• 12.1 Companies profiled
  • Companies covered
• 12.2 Market positioning of companies
  • Matrix on companies position and classification
• 12.3 Altair Engineering Inc.
  • Altair Engineering Inc. - Overview
  • Altair Engineering Inc. - Business segments
  • Altair Engineering Inc. - Key news
  • Altair Engineering Inc. - Key offerings
  • Altair Engineering Inc. - Segment focus
• 12.4 Alteryx Inc.
  • Alteryx Inc. - Overview
  • Alteryx Inc. - Product / Service
  • Alteryx Inc. - Key news
  • Alteryx Inc. - Key offerings
• 12.5 Amazon.com Inc.
  • Amazon.com Inc. - Overview
  • Amazon.com Inc. - Business segments
  • Amazon.com Inc. - Key news
  • Amazon.com Inc. - Key offerings
  • Amazon.com Inc. - Segment focus
• 12.6 Cloudera Inc.
  • Cloudera Inc. - Overview
  • Cloudera Inc. - Product / Service
  • Cloudera Inc. - Key offerings
• 12.7 Fair Isaac Corp.
  • Fair Isaac Corp. - Overview
  • Fair Isaac Corp. - Business segments
  • Fair Isaac Corp. - Key news
  • Fair Isaac Corp. - Key offerings
  • Fair Isaac Corp. - Segment focus
• 12.8 Hewlett Packard Enterprise Co
  • Hewlett Packard Enterprise Co - Overview
  • Hewlett Packard Enterprise Co - Business segments
  • Hewlett Packard Enterprise Co - Key news
  • Hewlett Packard Enterprise Co - Key offerings
  • Hewlett Packard Enterprise Co - Segment focus
• 12.9 International Business Machines Corp.
  • International Business Machines Corp. - Overview
  • International Business Machines Corp. - Business segments
  • International Business Machines Corp. - Key news
  • International Business Machines Corp. - Key offerings
  • International Business Machines Corp. - Segment focus
• 12.10 KNIME AG
  • KNIME AG - Overview
  • KNIME AG - Product / Service
  • KNIME AG - Key offerings
• 12.11 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
• 12.12 Oracle Corp.
  • Oracle Corp. - Overview
  • Oracle Corp. - Business segments
  • Oracle Corp. - Key news
  • Oracle Corp. - Key offerings
  • Oracle Corp. - Segment focus
• 12.13 Salesforce Inc.
  • Salesforce Inc. - Overview
  • Salesforce Inc. - Product / Service
  • Salesforce Inc. - Key news
  • Salesforce Inc. - Key offerings
• 12.14 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
• 12.15 SAS Institute Inc.
  • SAS Institute Inc. - Overview
  • SAS Institute Inc. - Product / Service
  • SAS Institute Inc. - Key news
  • SAS Institute Inc. - Key offerings
• 12.16 Teradata Corp.
  • Teradata Corp. - Overview
  • Teradata Corp. - Business segments
  • Teradata Corp. - Key news
  • Teradata Corp. - Key offerings
  • Teradata Corp. - Segment focus
• 12.17 TIBCO Software Inc.
  • TIBCO Software Inc. - Overview
  • TIBCO Software Inc. - Product / Service
  • TIBCO Software Inc. - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 13.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 13.4 Research methodology
  • Research methodology
• 13.5 Data procurement
  • Information sources
• 13.6 Data validation
  • Data validation
• 13.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 13.8 Data synthesis
  • Data synthesis
• 13.9 360 degree market analysis
  • 360 degree market analysis
• 13.10 List of abbreviations
  • List of abbreviations

Exhibits:

• Exhibits1: Executive Summary - Chart on Market Overview
• Exhibits2: Executive Summary - Data Table on Market Overview
• Exhibits3: Executive Summary - Chart on Global Market Characteristics
• Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
• Exhibits5: Executive Summary - Chart on Market Segmentation by End-user
• Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Company Market Positioning
• Exhibits10: Parent Market
• Exhibits11: Data Table on - Parent Market
• Exhibits12: Market characteristics analysis
• Exhibits13: Value Chain Analysis
• Exhibits14: Offerings of companies included in the market definition
• Exhibits15: Market segments
• Exhibits16: Chart on Global - Market size and forecast 2023-2028 ($ million)
• Exhibits17: Data Table on Global - Market size and forecast 2023-2028 ($ million)
• Exhibits18: Chart on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits19: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits20: Historic Market Size - Data Table on Global Predictive Analytics Market 2018 - 2022 ($ million)
• Exhibits21: Historic Market Size - End-user Segment 2018 - 2022 ($ million)
• Exhibits22: Historic Market Size - Deployment Segment 2018 - 2022 ($ million)
• Exhibits23: Historic Market Size - Geography Segment 2018 - 2022 ($ million)
• Exhibits24: Historic Market Size - Country Segment 2018 - 2022 ($ million)
• Exhibits25: Five forces analysis - Comparison between 2023 and 2028
• Exhibits26: Bargaining power of buyers - Impact of key factors 2023 and 2028
• Exhibits27: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• Exhibits28: Threat of new entrants - Impact of key factors in 2023 and 2028
• Exhibits29: Threat of substitutes - Impact of key factors in 2023 and 2028
• Exhibits30: Threat of rivalry - Impact of key factors in 2023 and 2028
• Exhibits31: Chart on Market condition - Five forces 2023 and 2028
• Exhibits32: Chart on End-user - Market share 2023-2028 (%)
• Exhibits33: Data Table on End-user - Market share 2023-2028 (%)
• Exhibits34: Chart on Comparison by End-user
• Exhibits35: Data Table on Comparison by End-user
• Exhibits36: Chart on BFSI - Market size and forecast 2023-2028 ($ million)
• Exhibits37: Data Table on BFSI - Market size and forecast 2023-2028 ($ million)
• Exhibits38: Chart on BFSI - Year-over-year growth 2023-2028 (%)
• Exhibits39: Data Table on BFSI - Year-over-year growth 2023-2028 (%)
• Exhibits40: Chart on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
• Exhibits41: Data Table on Retail and e-commerce - Market size and forecast 2023-2028 ($ million)
• Exhibits42: Chart on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
• Exhibits43: Data Table on Retail and e-commerce - Year-over-year growth 2023-2028 (%)
• Exhibits44: Chart on Telecom and IT - Market size and forecast 2023-2028 ($ million)
• Exhibits45: Data Table on Telecom and IT - Market size and forecast 2023-2028 ($ million)
• Exhibits46: Chart on Telecom and IT - Year-over-year growth 2023-2028 (%)
• Exhibits47: Data Table on Telecom and IT - Year-over-year growth 2023-2028 (%)
• Exhibits48: Chart on Transportation and logistics - Market size and forecast 2023-2028 ($ million)
• Exhibits49: Data Table on Transportation and logistics - Market size and forecast 2023-2028 ($ million)
• Exhibits50: Chart on Transportation and logistics - Year-over-year growth 2023-2028 (%)
• Exhibits51: Data Table on Transportation and logistics - Year-over-year growth 2023-2028 (%)
• Exhibits52: Chart on Others - Market size and forecast 2023-2028 ($ million)
• Exhibits53: Data Table on Others - Market size and forecast 2023-2028 ($ million)
• Exhibits54: Chart on Others - Year-over-year growth 2023-2028 (%)
• Exhibits55: Data Table on Others - Year-over-year growth 2023-2028 (%)
• Exhibits56: Market opportunity by End-user ($ million)
• Exhibits57: Data Table on Market opportunity by End-user ($ million)
• Exhibits58: Chart on Deployment - Market share 2023-2028 (%)
• Exhibits59: Data Table on Deployment - Market share 2023-2028 (%)
• Exhibits60: Chart on Comparison by Deployment
• Exhibits61: Data Table on Comparison by Deployment
• Exhibits62: Chart on Cloud-based - Market size and forecast 2023-2028 ($ million)
• Exhibits63: Data Table on Cloud-based - Market size and forecast 2023-2028 ($ million)
• Exhibits64: Chart on Cloud-based - Year-over-year growth 2023-2028 (%)
• Exhibits65: Data Table on Cloud-based - Year-over-year growth 2023-2028 (%)
• Exhibits66: Chart on On-premises - Market size and forecast 2023-2028 ($ million)
• Exhibits67: Data Table on On-premises - Market size and forecast 2023-2028 ($ million)
• Exhibits68: Chart on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits69: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits70: Market opportunity by Deployment ($ million)
• Exhibits71: Data Table on Market opportunity by Deployment ($ million)
• Exhibits72: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits73: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits74: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits75: Chart on Geographic comparison
• Exhibits76: Data Table on Geographic comparison
• Exhibits77: Chart on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits78: Data Table on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits79: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibits80: Data Table on North America - Year-over-year growth 2023-2028 (%)
• Exhibits81: Chart on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits82: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits83: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits84: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits85: Chart on APAC - Market size and forecast 2023-2028 ($ million)
• Exhibits86: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
• Exhibits87: Chart on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits88: Data Table on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits89: Chart on South America - Market size and forecast 2023-2028 ($ million)
• Exhibits90: Data Table on South America - Market size and forecast 2023-2028 ($ million)
• Exhibits91: Chart on South America - Year-over-year growth 2023-2028 (%)
• Exhibits92: Data Table on South America - Year-over-year growth 2023-2028 (%)
• Exhibits93: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
• Exhibits94: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
• Exhibits95: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits96: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits97: Chart on US - Market size and forecast 2023-2028 ($ million)
• Exhibits98: Data Table on US - Market size and forecast 2023-2028 ($ million)
• Exhibits99: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibits100: Data Table on US - Year-over-year growth 2023-2028 (%)
• Exhibits101: Chart on China - Market size and forecast 2023-2028 ($ million)
• Exhibits102: Data Table on China - Market size and forecast 2023-2028 ($ million)
• Exhibits103: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibits104: Data Table on China - Year-over-year growth 2023-2028 (%)
• Exhibits105: Chart on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits106: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits107: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits108: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits109: Chart on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits110: Data Table on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits111: Chart on UK - Year-over-year growth 2023-2028 (%)
• Exhibits112: Data Table on UK - Year-over-year growth 2023-2028 (%)
• Exhibits113: Chart on Japan - Market size and forecast 2023-2028 ($ million)
• Exhibits114: Data Table on Japan - Market size and forecast 2023-2028 ($ million)
• Exhibits115: Chart on Japan - Year-over-year growth 2023-2028 (%)
• Exhibits116: Data Table on Japan - Year-over-year growth 2023-2028 (%)
• Exhibits117: Market opportunity By Geographical Landscape ($ million)
• Exhibits118: Data Tables on Market opportunity By Geographical Landscape ($ million)
• Exhibits119: Impact of drivers and challenges in 2023 and 2028
• Exhibits120: Overview on criticality of inputs and factors of differentiation
• Exhibits121: Overview on factors of disruption
• Exhibits122: Impact of key risks on business
• Exhibits123: Companies covered
• Exhibits124: Matrix on companies position and classification
• Exhibits125: Altair Engineering Inc. - Overview
• Exhibits126: Altair Engineering Inc. - Business segments
• Exhibits127: Altair Engineering Inc. - Key news
• Exhibits128: Altair Engineering Inc. - Key offerings
• Exhibits129: Altair Engineering Inc. - Segment focus
• Exhibits130: Alteryx Inc. - Overview
• Exhibits131: Alteryx Inc. - Product / Service
• Exhibits132: Alteryx Inc. - Key news
• Exhibits133: Alteryx Inc. - Key offerings
• Exhibits134: Amazon.com Inc. - Overview
• Exhibits135: Amazon.com Inc. - Business segments
• Exhibits136: Amazon.com Inc. - Key news
• Exhibits137: Amazon.com Inc. - Key offerings
• Exhibits138: Amazon.com Inc. - Segment focus
• Exhibits139: Cloudera Inc. - Overview
• Exhibits140: Cloudera Inc. - Product / Service
• Exhibits141: Cloudera Inc. - Key offerings
• Exhibits142: Fair Isaac Corp. - Overview
• Exhibits143: Fair Isaac Corp. - Business segments
• Exhibits144: Fair Isaac Corp. - Key news
• Exhibits145: Fair Isaac Corp. - Key offerings
• Exhibits146: Fair Isaac Corp. - Segment focus
• Exhibits147: Hewlett Packard Enterprise Co - Overview
• Exhibits148: Hewlett Packard Enterprise Co - Business segments
• Exhibits149: Hewlett Packard Enterprise Co - Key news
• Exhibits150: Hewlett Packard Enterprise Co - Key offerings
• Exhibits151: Hewlett Packard Enterprise Co - Segment focus
• Exhibits152: International Business Machines Corp. - Overview
• Exhibits153: International Business Machines Corp. - Business segments
• Exhibits154: International Business Machines Corp. - Key news
• Exhibits155: International Business Machines Corp. - Key offerings
• Exhibits156: International Business Machines Corp. - Segment focus
• Exhibits157: KNIME AG - Overview
• Exhibits158: KNIME AG - Product / Service
• Exhibits159: KNIME AG - Key offerings
• Exhibits160: Microsoft Corp. - Overview
• Exhibits161: Microsoft Corp. - Business segments
• Exhibits162: Microsoft Corp. - Key news
• Exhibits163: Microsoft Corp. - Key offerings
• Exhibits164: Microsoft Corp. - Segment focus
• Exhibits165: Oracle Corp. - Overview
• Exhibits166: Oracle Corp. - Business segments
• Exhibits167: Oracle Corp. - Key news
• Exhibits168: Oracle Corp. - Key offerings
• Exhibits169: Oracle Corp. - Segment focus
• Exhibits170: Salesforce Inc. - Overview
• Exhibits171: Salesforce Inc. - Product / Service
• Exhibits172: Salesforce Inc. - Key news
• Exhibits173: Salesforce Inc. - Key offerings
• Exhibits174: SAP SE - Overview
• Exhibits175: SAP SE - Business segments
• Exhibits176: SAP SE - Key news
• Exhibits177: SAP SE - Key offerings
• Exhibits178: SAP SE - Segment focus
• Exhibits179: SAS Institute Inc. - Overview
• Exhibits180: SAS Institute Inc. - Product / Service
• Exhibits181: SAS Institute Inc. - Key news
• Exhibits182: SAS Institute Inc. - Key offerings
• Exhibits183: Teradata Corp. - Overview
• Exhibits184: Teradata Corp. - Business segments
• Exhibits185: Teradata Corp. - Key news
• Exhibits186: Teradata Corp. - Key offerings
• Exhibits187: Teradata Corp. - Segment focus
• Exhibits188: TIBCO Software Inc. - Overview
• Exhibits189: TIBCO Software Inc. - Product / Service
• Exhibits190: TIBCO Software Inc. - Key offerings
• Exhibits191: Inclusions checklist
• Exhibits192: Exclusions checklist
• Exhibits193: Currency conversion rates for US$
• Exhibits194: Research methodology
• Exhibits195: Information sources
• Exhibits196: Data validation
• Exhibits197: Validation techniques employed for market sizing
• Exhibits198: Data synthesis
• Exhibits199: 360 degree market analysis
• Exhibits200: List of abbreviations