用于预测性维护的人工智慧的全球市场（2025-2029）

预测性维护的人工智慧市场（2025-2029）

预测性维护市场的人工智慧预计从 2024 年到 2029 年将扩大 9.886 亿美元，预测期内复合年增长率为 17%。该报告包括对预测性维护的人工智慧市场的整体分析、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。

该报告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。新解决方案的推出、对永续性的日益关注以及能源产业不断增长的需求推动了市场的发展。

本报告将供应商创新分析为推动未来几年人工智慧预测维护市场成长的关键因素之一。此外，供应商增加的人工智慧投资和无机成长策略预计也将带来强劲的市场需求。

目录

第一章执行摘要

• 市场概况

第二章 Technavio 分析

• 价格敏感度、生命週期、顾客购买篮子、采用率和购买标准分析
• 输入和差异化因素的重要性
• 令人困惑的因素
• 驱动因素和挑战的影响

第三章 市场状况

• 市场生态系统
• 市场特征
• 价值链分析

第四章市场规模评估

• 市场定义
• 细分市场分析
• 市场规模（2024年）
• 市场展望（2024-2029）

第五章 市场规模表现

• 全球预测性维护人工智慧市场（2019-2023）
• 最终用户分析（2019-2023）
• 按解决方案分析（2019-2023）
• 区域分析（2019-2023）
• 国家分析（2019-2023）

第6章定性分析

• 人工智慧的影响：预测性维护的全球人工智慧市场

第7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 8 章 市场区隔：依最终用户

• 细分市场
• 比较：按最终用户
• 製造业：市场规模及预测（2024-2029）
• 能源公共事业：市场规模与预测（2024-2029）
• 石油和天然气：市场规模和预测（2024-2029）
• 汽车：市场规模与预测（2024-2029）
• 其他：市场规模及预测（2024-2029）
• 市场机会：依最终用户划分

第 9 章 市场区隔：依解决方案

• 细分市场
• 比较：按解决方案
• 整合解决方案：市场规模与预测（2024-2029）
• 独立解决方案：市场规模与预测（2024-2029）
• 市场机会：按解决方案分类

第十章 客户情况

• 客户状况概览

第十一章 地区情势

• 区域分类
• 区域比较
• 北美：市场规模与预测（2024-2029）
• 欧洲：市场规模与预测（2024-2029）
• 亚太地区：市场规模与预测（2024-2029）
• 中东和非洲：市场规模和预测（2024-2029）
• 南美洲：市场规模与预测（2024-2029）
• 美国：市场规模与预测（2024-2029）
• 中国：市场规模及预测（2024-2029）
• 德国：市场规模与预测（2024-2029）
• 日本：市场规模与预测（2024-2029）
• 英国：市场规模与预测（2024-2029）
• 印度：市场规模与预测（2024-2029）
• 加拿大：市场规模与预测（2024-2029）
• 法国：市场规模与预测（2024-2029）
• 韩国：市场规模与预测（2024-2029）
• 义大利：市场规模与预测（2024-2029）
• 市场机会：按地区

第十二章 促进因素、挑战、机会与限制因素

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

第十三章竞争格局

• 概述
• 竞争格局
• 混乱的情况
• 产业风险

第14章竞争分析

• 公司简介
• 公司排名指数
• 公司市场定位
• ABB Ltd.
• C3.ai Inc.
• ClairViz Technology Systems Pvt. Ltd.
• DB ECO Group
• DINGO Software Pty. Ltd.
• GE Vernova Inc.
• Honeywell International Inc.
• International Business Machines Corp.
• KCF Technologies Inc.
• Machinestalk
• PTC Inc.
• Radix US LLC.
• SAP SE
• Siemens AG
• Uptake Technologies Inc.

第十五章附录

AI In Predictive Maintenance Market 2025-2029

The ai in predictive maintenance market is forecasted to grow by USD 988.6 mn during 2024-2029, accelerating at a CAGR of 17% during the forecast period. The report on the ai in predictive maintenance 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 launch of new solutions, increasing focus on sustainability, and rising demand from energy sector.

Technavio's ai in predictive maintenance market is segmented as below:

By End-user

• Manufacturing
• Energy and utilities
• Oil and gas
• Automotive
• Others

By Solution

• Integrated solutions
• Standalone solutions

By Geographical Landscape

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

This study identifies the innovations by vendors as one of the prime reasons driving the ai in predictive maintenance market growth during the next few years. Also, increasing investment in ai by vendors and inorganic growth strategies will lead to sizable demand in the market.

The report on the ai in predictive maintenance market covers the following areas:

• AI In Predictive Maintenance Market sizing
• AI In Predictive Maintenance Market forecast
• AI In Predictive Maintenance 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 ai in predictive maintenance market vendors that include ABB Ltd., C3.ai Inc., ClairViz Technology Systems Pvt. Ltd., DB E.C.O. Group, DINGO Software Pty. Ltd., ExactSpace, Faclon Labs Pvt. Ltd., GE Vernova Inc., Honeywell International Inc., International Business Machines Corp., KCF Technologies Inc., Machinestalk, PTC Inc., Radix U.S. LLC., SAP SE, Siemens AG, and Uptake Technologies Inc.. Also, the ai in predictive maintenance 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 primary and secondary research. 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 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 Solution
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
  • Overview on criticality of inputs and factors of differentiation
• 2.3 Factors of disruption
  • Overview on factors of disruption
• 2.4 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

• 3.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 3.2 Market characteristics
  • Market characteristics analysis
• 3.3 Value chain analysis
  • Value chain analysis

4 Market Sizing

• 4.1 Market definition
  • Offerings of companies included in the market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029
  • Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

• 5.1 Global AI In Predictive Maintenance Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI In Predictive Maintenance Market 2019 - 2023 ($ million)
• 5.2 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.3 Solution segment analysis 2019 - 2023
  • Historic Market Size - Solution Segment 2019 - 2023 ($ million)
• 5.4 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.5 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Qualitative Analysis

• 6.1 Impact of AI on Global AI in Predictive Maintenance Market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 7.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

8 Market Segmentation by End-user

• 8.1 Market segments
  • Chart on End-user - Market share 2024-2029 (%)
  • Data Table on End-user - Market share 2024-2029 (%)
• 8.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 8.3 Manufacturing - Market size and forecast 2024-2029
  • Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
  • Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
  • Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
  • Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
• 8.4 Energy and utilities - Market size and forecast 2024-2029
  • Chart on Energy and utilities - Market size and forecast 2024-2029 ($ million)
  • Data Table on Energy and utilities - Market size and forecast 2024-2029 ($ million)
  • Chart on Energy and utilities - Year-over-year growth 2024-2029 (%)
  • Data Table on Energy and utilities - Year-over-year growth 2024-2029 (%)
• 8.5 Oil and gas - Market size and forecast 2024-2029
  • Chart on Oil and gas - Market size and forecast 2024-2029 ($ million)
  • Data Table on Oil and gas - Market size and forecast 2024-2029 ($ million)
  • Chart on Oil and gas - Year-over-year growth 2024-2029 (%)
  • Data Table on Oil and gas - Year-over-year growth 2024-2029 (%)
• 8.6 Automotive - Market size and forecast 2024-2029
  • Chart on Automotive - Market size and forecast 2024-2029 ($ million)
  • Data Table on Automotive - Market size and forecast 2024-2029 ($ million)
  • Chart on Automotive - Year-over-year growth 2024-2029 (%)
  • Data Table on Automotive - Year-over-year growth 2024-2029 (%)
• 8.7 Others - Market size and forecast 2024-2029
  • Chart on Others - Market size and forecast 2024-2029 ($ million)
  • Data Table on Others - Market size and forecast 2024-2029 ($ million)
  • Chart on Others - Year-over-year growth 2024-2029 (%)
  • Data Table on Others - Year-over-year growth 2024-2029 (%)
• 8.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

9 Market Segmentation by Solution

• 9.1 Market segments
  • Chart on Solution - Market share 2024-2029 (%)
  • Data Table on Solution - Market share 2024-2029 (%)
• 9.2 Comparison by Solution
  • Chart on Comparison by Solution
  • Data Table on Comparison by Solution
• 9.3 Integrated solutions - Market size and forecast 2024-2029
  • Chart on Integrated solutions - Market size and forecast 2024-2029 ($ million)
  • Data Table on Integrated solutions - Market size and forecast 2024-2029 ($ million)
  • Chart on Integrated solutions - Year-over-year growth 2024-2029 (%)
  • Data Table on Integrated solutions - Year-over-year growth 2024-2029 (%)
• 9.4 Standalone solutions - Market size and forecast 2024-2029
  • Chart on Standalone solutions - Market size and forecast 2024-2029 ($ million)
  • Data Table on Standalone solutions - Market size and forecast 2024-2029 ($ million)
  • Chart on Standalone solutions - Year-over-year growth 2024-2029 (%)
  • Data Table on Standalone solutions - Year-over-year growth 2024-2029 (%)
• 9.5 Market opportunity by Solution
  • Market opportunity by Solution ($ million)
  • Data Table on Market opportunity by Solution ($ million)

10 Customer Landscape

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

11 Geographic Landscape

• 11.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 11.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Chart on North America - Year-over-year growth 2024-2029 (%)
  • Data Table on North America - Year-over-year growth 2024-2029 (%)
• 11.4 Europe - Market size and forecast 2024-2029
  • Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Data Table on Europe - Year-over-year growth 2024-2029 (%)
• 11.5 APAC - Market size and forecast 2024-2029
  • Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Data Table on APAC - Year-over-year growth 2024-2029 (%)
• 11.6 Middle East and Africa - Market size and forecast 2024-2029
  • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• 11.7 South America - Market size and forecast 2024-2029
  • Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Chart on South America - Year-over-year growth 2024-2029 (%)
  • Data Table on South America - Year-over-year growth 2024-2029 (%)
• 11.8 US - Market size and forecast 2024-2029
  • Chart on US - Market size and forecast 2024-2029 ($ million)
  • Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Chart on US - Year-over-year growth 2024-2029 (%)
  • Data Table on US - Year-over-year growth 2024-2029 (%)
• 11.9 China - Market size and forecast 2024-2029
  • Chart on China - Market size and forecast 2024-2029 ($ million)
  • Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Chart on China - Year-over-year growth 2024-2029 (%)
  • Data Table on China - Year-over-year growth 2024-2029 (%)
• 11.10 Germany - Market size and forecast 2024-2029
  • Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Data Table on Germany - Year-over-year growth 2024-2029 (%)
• 11.11 Japan - Market size and forecast 2024-2029
  • Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Data Table on Japan - Year-over-year growth 2024-2029 (%)
• 11.12 UK - Market size and forecast 2024-2029
  • Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Chart on UK - Year-over-year growth 2024-2029 (%)
  • Data Table on UK - Year-over-year growth 2024-2029 (%)
• 11.13 India - Market size and forecast 2024-2029
  • Chart on India - Market size and forecast 2024-2029 ($ million)
  • Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Chart on India - Year-over-year growth 2024-2029 (%)
  • Data Table on India - Year-over-year growth 2024-2029 (%)
• 11.14 Canada - Market size and forecast 2024-2029
  • Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Data Table on Canada - Year-over-year growth 2024-2029 (%)
• 11.15 France - Market size and forecast 2024-2029
  • Chart on France - Market size and forecast 2024-2029 ($ million)
  • Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Chart on France - Year-over-year growth 2024-2029 (%)
  • Data Table on France - Year-over-year growth 2024-2029 (%)
• 11.16 South Korea - Market size and forecast 2024-2029
  • Chart on South Korea - Market size and forecast 2024-2029 ($ million)
  • Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
  • Chart on South Korea - Year-over-year growth 2024-2029 (%)
  • Data Table on South Korea - Year-over-year growth 2024-2029 (%)
• 11.17 Italy - Market size and forecast 2024-2029
  • Chart on Italy - Market size and forecast 2024-2029 ($ million)
  • Data Table on Italy - Market size and forecast 2024-2029 ($ million)
  • Chart on Italy - Year-over-year growth 2024-2029 (%)
  • Data Table on Italy - Year-over-year growth 2024-2029 (%)
• 11.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

• 12.1 Market drivers
• 12.2 Market challenges
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities/restraints

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 ABB Ltd.
  • ABB Ltd. - Overview
  • ABB Ltd. - Business segments
  • ABB Ltd. - Key news
  • ABB Ltd. - Key offerings
  • ABB Ltd. - Segment focus
  • SWOT
• 14.5 C3.ai Inc.
  • C3.ai Inc. - Overview
  • C3.ai Inc. - Product / Service
  • C3.ai Inc. - Key news
  • C3.ai Inc. - Key offerings
  • SWOT
• 14.6 ClairViz Technology Systems Pvt. Ltd.
  • ClairViz Technology Systems Pvt. Ltd. - Overview
  • ClairViz Technology Systems Pvt. Ltd. - Product / Service
  • ClairViz Technology Systems Pvt. Ltd. - Key offerings
  • SWOT
• 14.7 DB E.C.O. Group
  • DB E.C.O. Group - Overview
  • DB E.C.O. Group - Product / Service
  • DB E.C.O. Group - Key offerings
  • SWOT
• 14.8 DINGO Software Pty. Ltd.
  • DINGO Software Pty. Ltd. - Overview
  • DINGO Software Pty. Ltd. - Product / Service
  • DINGO Software Pty. Ltd. - Key offerings
  • SWOT
• 14.9 GE Vernova Inc.
  • GE Vernova Inc. - Overview
  • GE Vernova Inc. - Product / Service
  • GE Vernova Inc. - Key offerings
  • SWOT
• 14.10 Honeywell International Inc.
  • Honeywell International Inc. - Overview
  • Honeywell International Inc. - Business segments
  • Honeywell International Inc. - Key news
  • Honeywell International Inc. - Key offerings
  • Honeywell International Inc. - Segment focus
  • SWOT
• 14.11 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
  • SWOT
• 14.12 KCF Technologies Inc.
  • KCF Technologies Inc. - Overview
  • KCF Technologies Inc. - Product / Service
  • KCF Technologies Inc. - Key offerings
  • SWOT
• 14.13 Machinestalk
  • Machinestalk - Overview
  • Machinestalk - Product / Service
  • Machinestalk - Key offerings
  • SWOT
• 14.14 PTC Inc.
  • PTC Inc. - Overview
  • PTC Inc. - Business segments
  • PTC Inc. - Key news
  • PTC Inc. - Key offerings
  • PTC Inc. - Segment focus
  • SWOT
• 14.15 Radix U.S. LLC.
  • Radix U.S. LLC. - Overview
  • Radix U.S. LLC. - Product / Service
  • Radix U.S. LLC. - Key offerings
  • SWOT
• 14.16 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
  • SWOT
• 14.17 Siemens AG
  • Siemens AG - Overview
  • Siemens AG - Business segments
  • Siemens AG - Key news
  • Siemens AG - Key offerings
  • Siemens AG - Segment focus
  • SWOT
• 14.18 Uptake Technologies Inc.
  • Uptake Technologies Inc. - Overview
  • Uptake Technologies Inc. - Product / Service
  • Uptake Technologies Inc. - Key offerings
  • SWOT

15 Appendix

• 15.1 Scope of the report
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 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 Solution
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Company Market Positioning
• Exhibits10: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits11: Overview on criticality of inputs and factors of differentiation
• Exhibits12: Overview on factors of disruption
• Exhibits13: Impact of drivers and challenges in 2024 and 2029
• Exhibits14: Parent Market
• Exhibits15: Data Table on - Parent Market
• Exhibits16: Market characteristics analysis
• Exhibits17: Value chain analysis
• Exhibits18: Offerings of companies included in the market definition
• Exhibits19: Market segments
• Exhibits20: Chart on Global - Market size and forecast 2024-2029 ($ million)
• Exhibits21: Data Table on Global - Market size and forecast 2024-2029 ($ million)
• Exhibits22: Chart on Global Market: Year-over-year growth 2024-2029 (%)
• Exhibits23: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
• Exhibits24: Historic Market Size - Data Table on Global AI In Predictive Maintenance Market 2019 - 2023 ($ million)
• Exhibits25: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• Exhibits26: Historic Market Size - Solution Segment 2019 - 2023 ($ million)
• Exhibits27: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• Exhibits28: Historic Market Size - Country Segment 2019 - 2023 ($ million)
• Exhibits29: Five forces analysis - Comparison between 2024 and 2029
• Exhibits30: Bargaining power of buyers - Impact of key factors 2024 and 2029
• Exhibits31: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• Exhibits32: Threat of new entrants - Impact of key factors in 2024 and 2029
• Exhibits33: Threat of substitutes - Impact of key factors in 2024 and 2029
• Exhibits34: Threat of rivalry - Impact of key factors in 2024 and 2029
• Exhibits35: Chart on Market condition - Five forces 2024 and 2029
• Exhibits36: Chart on End-user - Market share 2024-2029 (%)
• Exhibits37: Data Table on End-user - Market share 2024-2029 (%)
• Exhibits38: Chart on Comparison by End-user
• Exhibits39: Data Table on Comparison by End-user
• Exhibits40: Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
• Exhibits41: Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
• Exhibits42: Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
• Exhibits43: Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
• Exhibits44: Chart on Energy and utilities - Market size and forecast 2024-2029 ($ million)
• Exhibits45: Data Table on Energy and utilities - Market size and forecast 2024-2029 ($ million)
• Exhibits46: Chart on Energy and utilities - Year-over-year growth 2024-2029 (%)
• Exhibits47: Data Table on Energy and utilities - Year-over-year growth 2024-2029 (%)
• Exhibits48: Chart on Oil and gas - Market size and forecast 2024-2029 ($ million)
• Exhibits49: Data Table on Oil and gas - Market size and forecast 2024-2029 ($ million)
• Exhibits50: Chart on Oil and gas - Year-over-year growth 2024-2029 (%)
• Exhibits51: Data Table on Oil and gas - Year-over-year growth 2024-2029 (%)
• Exhibits52: Chart on Automotive - Market size and forecast 2024-2029 ($ million)
• Exhibits53: Data Table on Automotive - Market size and forecast 2024-2029 ($ million)
• Exhibits54: Chart on Automotive - Year-over-year growth 2024-2029 (%)
• Exhibits55: Data Table on Automotive - Year-over-year growth 2024-2029 (%)
• Exhibits56: Chart on Others - Market size and forecast 2024-2029 ($ million)
• Exhibits57: Data Table on Others - Market size and forecast 2024-2029 ($ million)
• Exhibits58: Chart on Others - Year-over-year growth 2024-2029 (%)
• Exhibits59: Data Table on Others - Year-over-year growth 2024-2029 (%)
• Exhibits60: Market opportunity by End-user ($ million)
• Exhibits61: Data Table on Market opportunity by End-user ($ million)
• Exhibits62: Chart on Solution - Market share 2024-2029 (%)
• Exhibits63: Data Table on Solution - Market share 2024-2029 (%)
• Exhibits64: Chart on Comparison by Solution
• Exhibits65: Data Table on Comparison by Solution
• Exhibits66: Chart on Integrated solutions - Market size and forecast 2024-2029 ($ million)
• Exhibits67: Data Table on Integrated solutions - Market size and forecast 2024-2029 ($ million)
• Exhibits68: Chart on Integrated solutions - Year-over-year growth 2024-2029 (%)
• Exhibits69: Data Table on Integrated solutions - Year-over-year growth 2024-2029 (%)
• Exhibits70: Chart on Standalone solutions - Market size and forecast 2024-2029 ($ million)
• Exhibits71: Data Table on Standalone solutions - Market size and forecast 2024-2029 ($ million)
• Exhibits72: Chart on Standalone solutions - Year-over-year growth 2024-2029 (%)
• Exhibits73: Data Table on Standalone solutions - Year-over-year growth 2024-2029 (%)
• Exhibits74: Market opportunity by Solution ($ million)
• Exhibits75: Data Table on Market opportunity by Solution ($ million)
• Exhibits76: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits77: Chart on Market share By Geographical Landscape 2024-2029 (%)
• Exhibits78: Data Table on Market share By Geographical Landscape 2024-2029 (%)
• Exhibits79: Chart on Geographic comparison
• Exhibits80: Data Table on Geographic comparison
• Exhibits81: Chart on North America - Market size and forecast 2024-2029 ($ million)
• Exhibits82: Data Table on North America - Market size and forecast 2024-2029 ($ million)
• Exhibits83: Chart on North America - Year-over-year growth 2024-2029 (%)
• Exhibits84: Data Table on North America - Year-over-year growth 2024-2029 (%)
• Exhibits85: Chart on Europe - Market size and forecast 2024-2029 ($ million)
• Exhibits86: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
• Exhibits87: Chart on Europe - Year-over-year growth 2024-2029 (%)
• Exhibits88: Data Table on Europe - Year-over-year growth 2024-2029 (%)
• Exhibits89: Chart on APAC - Market size and forecast 2024-2029 ($ million)
• Exhibits90: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
• Exhibits91: Chart on APAC - Year-over-year growth 2024-2029 (%)
• Exhibits92: Data Table on APAC - Year-over-year growth 2024-2029 (%)
• Exhibits93: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
• Exhibits94: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
• Exhibits95: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• Exhibits96: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• Exhibits97: Chart on South America - Market size and forecast 2024-2029 ($ million)
• Exhibits98: Data Table on South America - Market size and forecast 2024-2029 ($ million)
• Exhibits99: Chart on South America - Year-over-year growth 2024-2029 (%)
• Exhibits100: Data Table on South America - Year-over-year growth 2024-2029 (%)
• Exhibits101: Chart on US - Market size and forecast 2024-2029 ($ million)
• Exhibits102: Data Table on US - Market size and forecast 2024-2029 ($ million)
• Exhibits103: Chart on US - Year-over-year growth 2024-2029 (%)
• Exhibits104: Data Table on US - Year-over-year growth 2024-2029 (%)
• Exhibits105: Chart on China - Market size and forecast 2024-2029 ($ million)
• Exhibits106: Data Table on China - Market size and forecast 2024-2029 ($ million)
• Exhibits107: Chart on China - Year-over-year growth 2024-2029 (%)
• Exhibits108: Data Table on China - Year-over-year growth 2024-2029 (%)
• Exhibits109: Chart on Germany - Market size and forecast 2024-2029 ($ million)
• Exhibits110: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
• Exhibits111: Chart on Germany - Year-over-year growth 2024-2029 (%)
• Exhibits112: Data Table on Germany - Year-over-year growth 2024-2029 (%)
• Exhibits113: Chart on Japan - Market size and forecast 2024-2029 ($ million)
• Exhibits114: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
• Exhibits115: Chart on Japan - Year-over-year growth 2024-2029 (%)
• Exhibits116: Data Table on Japan - Year-over-year growth 2024-2029 (%)
• Exhibits117: Chart on UK - Market size and forecast 2024-2029 ($ million)
• Exhibits118: Data Table on UK - Market size and forecast 2024-2029 ($ million)
• Exhibits119: Chart on UK - Year-over-year growth 2024-2029 (%)
• Exhibits120: Data Table on UK - Year-over-year growth 2024-2029 (%)
• Exhibits121: Chart on India - Market size and forecast 2024-2029 ($ million)
• Exhibits122: Data Table on India - Market size and forecast 2024-2029 ($ million)
• Exhibits123: Chart on India - Year-over-year growth 2024-2029 (%)
• Exhibits124: Data Table on India - Year-over-year growth 2024-2029 (%)
• Exhibits125: Chart on Canada - Market size and forecast 2024-2029 ($ million)
• Exhibits126: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
• Exhibits127: Chart on Canada - Year-over-year growth 2024-2029 (%)
• Exhibits128: Data Table on Canada - Year-over-year growth 2024-2029 (%)
• Exhibits129: Chart on France - Market size and forecast 2024-2029 ($ million)
• Exhibits130: Data Table on France - Market size and forecast 2024-2029 ($ million)
• Exhibits131: Chart on France - Year-over-year growth 2024-2029 (%)
• Exhibits132: Data Table on France - Year-over-year growth 2024-2029 (%)
• Exhibits133: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
• Exhibits134: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
• Exhibits135: Chart on South Korea - Year-over-year growth 2024-2029 (%)
• Exhibits136: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
• Exhibits137: Chart on Italy - Market size and forecast 2024-2029 ($ million)
• Exhibits138: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
• Exhibits139: Chart on Italy - Year-over-year growth 2024-2029 (%)
• Exhibits140: Data Table on Italy - Year-over-year growth 2024-2029 (%)
• Exhibits141: Market opportunity By Geographical Landscape ($ million)
• Exhibits142: Data Tables on Market opportunity By Geographical Landscape ($ million)
• Exhibits143: Impact of drivers and challenges in 2024 and 2029
• Exhibits144: Overview on criticality of inputs and factors of differentiation
• Exhibits145: Overview on factors of disruption
• Exhibits146: Impact of key risks on business
• Exhibits147: Companies covered
• Exhibits148: Company ranking index
• Exhibits149: Matrix on companies position and classification
• Exhibits150: ABB Ltd. - Overview
• Exhibits151: ABB Ltd. - Business segments
• Exhibits152: ABB Ltd. - Key news
• Exhibits153: ABB Ltd. - Key offerings
• Exhibits154: ABB Ltd. - Segment focus
• Exhibits155: SWOT
• Exhibits156: C3.ai Inc. - Overview
• Exhibits157: C3.ai Inc. - Product / Service
• Exhibits158: C3.ai Inc. - Key news
• Exhibits159: C3.ai Inc. - Key offerings
• Exhibits160: SWOT
• Exhibits161: ClairViz Technology Systems Pvt. Ltd. - Overview
• Exhibits162: ClairViz Technology Systems Pvt. Ltd. - Product / Service
• Exhibits163: ClairViz Technology Systems Pvt. Ltd. - Key offerings
• Exhibits164: SWOT
• Exhibits165: DB E.C.O. Group - Overview
• Exhibits166: DB E.C.O. Group - Product / Service
• Exhibits167: DB E.C.O. Group - Key offerings
• Exhibits168: SWOT
• Exhibits169: DINGO Software Pty. Ltd. - Overview
• Exhibits170: DINGO Software Pty. Ltd. - Product / Service
• Exhibits171: DINGO Software Pty. Ltd. - Key offerings
• Exhibits172: SWOT
• Exhibits173: GE Vernova Inc. - Overview
• Exhibits174: GE Vernova Inc. - Product / Service
• Exhibits175: GE Vernova Inc. - Key offerings
• Exhibits176: SWOT
• Exhibits177: Honeywell International Inc. - Overview
• Exhibits178: Honeywell International Inc. - Business segments
• Exhibits179: Honeywell International Inc. - Key news
• Exhibits180: Honeywell International Inc. - Key offerings
• Exhibits181: Honeywell International Inc. - Segment focus
• Exhibits182: SWOT
• Exhibits183: International Business Machines Corp. - Overview
• Exhibits184: International Business Machines Corp. - Business segments
• Exhibits185: International Business Machines Corp. - Key news
• Exhibits186: International Business Machines Corp. - Key offerings
• Exhibits187: International Business Machines Corp. - Segment focus
• Exhibits188: SWOT
• Exhibits189: KCF Technologies Inc. - Overview
• Exhibits190: KCF Technologies Inc. - Product / Service
• Exhibits191: KCF Technologies Inc. - Key offerings
• Exhibits192: SWOT
• Exhibits193: Machinestalk - Overview
• Exhibits194: Machinestalk - Product / Service
• Exhibits195: Machinestalk - Key offerings
• Exhibits196: SWOT
• Exhibits197: PTC Inc. - Overview
• Exhibits198: PTC Inc. - Business segments
• Exhibits199: PTC Inc. - Key news
• Exhibits200: PTC Inc. - Key offerings
• Exhibits201: PTC Inc. - Segment focus
• Exhibits202: SWOT
• Exhibits203: Radix U.S. LLC. - Overview
• Exhibits204: Radix U.S. LLC. - Product / Service
• Exhibits205: Radix U.S. LLC. - Key offerings
• Exhibits206: SWOT
• Exhibits207: SAP SE - Overview
• Exhibits208: SAP SE - Business segments
• Exhibits209: SAP SE - Key news
• Exhibits210: SAP SE - Key offerings
• Exhibits211: SAP SE - Segment focus
• Exhibits212: SWOT
• Exhibits213: Siemens AG - Overview
• Exhibits214: Siemens AG - Business segments
• Exhibits215: Siemens AG - Key news
• Exhibits216: Siemens AG - Key offerings
• Exhibits217: Siemens AG - Segment focus
• Exhibits218: SWOT
• Exhibits219: Uptake Technologies Inc. - Overview
• Exhibits220: Uptake Technologies Inc. - Product / Service
• Exhibits221: Uptake Technologies Inc. - Key offerings
• Exhibits222: SWOT
• Exhibits223: Inclusions checklist
• Exhibits224: Exclusions checklist
• Exhibits225: Currency conversion rates for US$
• Exhibits226: Research methodology
• Exhibits227: Information sources
• Exhibits228: Data validation
• Exhibits229: Validation techniques employed for market sizing
• Exhibits230: Data synthesis
• Exhibits231: 360 degree market analysis
• Exhibits232: List of abbreviations