全球預測維護 (PDM) 市場，2024-2028

預測性維護 (PDM) 市場預計在 2023 年至 2028 年期間將成長 337.611 億美元，預測期內複合年成長率為 39%。該報告包括對預測性維護 (PDM) 市場的總體分析、市場規模和預測、趨勢、成長促進因素、挑戰以及涵蓋約 25 家供應商的供應商分析。

它提供了對當前市場狀況、最新趨勢和促進因素以及整體市場環境的最新分析。由於雲端運算的興起，中小型企業擴大採用高級分析，對老化工業機械的使用壽命的需求增加，以及透過引入新技術獲得洞察力的需求增加，推動了市場的發展。

該研究將先進技術、人工智慧和物聯網的普及視為未來幾年推動預測性維護 (PDM) 市場成長的關鍵因素之一。此外，對提高資產運作和最大限度降低維護成本的需求日益成長，以及增加對 PdM 的投資將導致強勁的市場需求。

目錄

第1章執行摘要

• 市場概況

第2章 市場狀況

• 市場生態系統
• 市場特徵
• 價值鏈分析

第3章 市場規模評估

• 市場定義
• 細分市場分析
• 2023 年市場規模
• 2023-2028年市場展望

第4章 市場規模表現

• 預測性維護 (PDM) 全球市場 2018-2022
• 2018-2022 年按成分分類的細分市場分析
• 2018-2022 年按發展分類的細分市場分析
• 2018-2022 年區域細分分析
• 2018-2022 年國家細分分析

第5章五力分析

• 五力摘要
• 買方議價能力
• 供應商的議價能力
• 新進入者的威脅
• 替代品的威脅
• 競爭威脅
• 市場狀況

第6章市場細分：按組成部分

• 市場區隔
• 比較：逐個組件
• 解決方案：2023-2028 年市場規模與預測
• 服務：2023-2028 年市場規模與預測
• 市場機會：按組成部分

第 7 章 市場區隔：依部署

• 市場區隔
• 比較：按部署
• 本地：2023-2028 年市場規模與預測
• 雲端：2023-2028 年市場規模與預測
• 市場機會：按部署

第8章 客戶狀況

• 客戶狀況概覽

第9章 地區情勢

• 區域細分
• 比較：按地區
• 北美：2023-2028 年市場規模與預測
• 歐洲：2023-2028 年市場規模與預測
• 亞太地區：2023-2028 年市場規模與預測
• 南美洲：2023-2028年市場規模與預測
• 中東和非洲：2023-2028 年市場規模與預測
• 美國：2023-2028 年市場規模與預測
• 中國：2023-2028年市場規模及預測
• 英國：2023-2028 年市場規模與預測
• 加拿大：2023-2028 年市場規模與預測
• 德國：2023-2028 年市場規模與預測
• 市場機會：依地區狀況

第10章 促進因素、挑戰、機會、限制因素

• 市場促進因素
• 市場問題
• 促進因素和挑戰的影響
• 市場機會與限制

第11章競爭格局

• 概述
• 競爭格局
• 混亂的情況
• 產業風險

第12章 競爭分析

• 公司簡介
• 公司市場定位
• Augury Inc.
• C3.ai Inc
• Dell Technologies Inc.
• Fortive Corp.
• General Electric Co.
• Hitachi Ltd.
• Honeywell International Inc.
• International Business Machines Corp.
• PTC Inc.
• RapidMiner Inc.
• Robert Bosch GmbH
• Rockwell Automation Inc.
• SAP SE
• SAS Institute Inc.
• Schneider Electric SE

第13章附錄

The predictive maintenance (PDM) market is forecasted to grow by USD 33761.1 mn during 2023-2028, accelerating at a CAGR of 39% during the forecast period. The report on the predictive maintenance (PDM) 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 increased adoption of advanced analytics by smes owing to rise in cloud computing, increase in need for lifespan of aging industrial machinery, and increase in need to obtain insights from implementation of new technologies.

Technavio's predictive maintenance (PDM) market is segmented as below:

By Component

• Solutions
• Service

By Deployment

• On-premises
• Cloud

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 maintenance (PDM) market growth during the next few years. Also, increase in need to boost asset uptime and minimize maintenance costs and rise in investments in PdM will lead to sizable demand in the market.

The report on the predictive maintenance (PDM) market covers the following areas:

• Predictive maintenance (PDM) market sizing
• Predictive maintenance (PDM) market forecast
• Predictive maintenance (PDM) 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 maintenance (PDM) market vendors that include Augury Inc., Avnet Inc., C3.AI Inc, Dell Technologies Inc., Deutsche Telekom AG, Fortive Corp., General Electric Co., Hitachi Ltd., Honeywell International Inc., International Business Machines Corp., PTC Inc., RapidMiner Inc., Reliability Solutions sp. z o.o., Robert Bosch GmbH, Rockwell Automation Inc., SAP SE, SAS Institute Inc., Schneider Electric SE, Siemens AG, and Warwick Analytics Services Ltd.. Also, the predictive maintenance (PDM) 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 Component
  • 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 Maintenance (PdM) Market 2018 - 2022
  • Historic Market Size - Data Table on Global Predictive Maintenance (PdM) Market 2018 - 2022 ($ million)
• 4.2 Component segment analysis 2018 - 2022
  • Historic Market Size - Component 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 Component

• 6.1 Market segments
  • Chart on Component - Market share 2023-2028 (%)
  • Data Table on Component - Market share 2023-2028 (%)
• 6.2 Comparison by Component
  • Chart on Comparison by Component
  • Data Table on Comparison by Component
• 6.3 Solutions - Market size and forecast 2023-2028
  • Chart on Solutions - Market size and forecast 2023-2028 ($ million)
  • Data Table on Solutions - Market size and forecast 2023-2028 ($ million)
  • Chart on Solutions - Year-over-year growth 2023-2028 (%)
  • Data Table on Solutions - Year-over-year growth 2023-2028 (%)
• 6.4 Service - Market size and forecast 2023-2028
  • Chart on Service - Market size and forecast 2023-2028 ($ million)
  • Data Table on Service - Market size and forecast 2023-2028 ($ million)
  • Chart on Service - Year-over-year growth 2023-2028 (%)
  • Data Table on Service - Year-over-year growth 2023-2028 (%)
• 6.5 Market opportunity by Component
  • Market opportunity by Component ($ million)
  • Data Table on Market opportunity by Component ($ 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 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 (%)
• 7.4 Cloud - Market size and forecast 2023-2028
  • Chart on Cloud - Market size and forecast 2023-2028 ($ million)
  • Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
  • Chart on Cloud - Year-over-year growth 2023-2028 (%)
  • Data Table on Cloud - 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 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 (%)
• 9.11 Canada - Market size and forecast 2023-2028
  • Chart on Canada - Market size and forecast 2023-2028 ($ million)
  • Data Table on Canada - Market size and forecast 2023-2028 ($ million)
  • Chart on Canada - Year-over-year growth 2023-2028 (%)
  • Data Table on Canada - Year-over-year growth 2023-2028 (%)
• 9.12 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 (%)
• 9.13 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 Augury Inc.
  • Augury Inc. - Overview
  • Augury Inc. - Product / Service
  • Augury Inc. - Key offerings
• 12.4 C3.ai Inc
  • C3.ai Inc - Overview
  • C3.ai Inc - Product / Service
  • C3.ai Inc - Key news
  • C3.ai Inc - Key offerings
• 12.5 Dell Technologies Inc.
  • Dell Technologies Inc. - Overview
  • Dell Technologies Inc. - Business segments
  • Dell Technologies Inc. - Key news
  • Dell Technologies Inc. - Key offerings
  • Dell Technologies Inc. - Segment focus
• 12.6 Fortive Corp.
  • Fortive Corp. - Overview
  • Fortive Corp. - Business segments
  • Fortive Corp. - Key news
  • Fortive Corp. - Key offerings
  • Fortive Corp. - Segment focus
• 12.7 General Electric Co.
  • General Electric Co. - Overview
  • General Electric Co. - Business segments
  • General Electric Co. - Key news
  • General Electric Co. - Key offerings
  • General Electric Co. - Segment focus
• 12.8 Hitachi Ltd.
  • Hitachi Ltd. - Overview
  • Hitachi Ltd. - Business segments
  • Hitachi Ltd. - Key news
  • Hitachi Ltd. - Key offerings
  • Hitachi Ltd. - Segment focus
• 12.9 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
• 12.10 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
• 12.11 PTC Inc.
  • PTC Inc. - Overview
  • PTC Inc. - Business segments
  • PTC Inc. - Key news
  • PTC Inc. - Key offerings
  • PTC Inc. - Segment focus
• 12.12 RapidMiner Inc.
  • RapidMiner Inc. - Overview
  • RapidMiner Inc. - Product / Service
  • RapidMiner Inc. - Key offerings
• 12.13 Robert Bosch GmbH
  • Robert Bosch GmbH - Overview
  • Robert Bosch GmbH - Product / Service
  • Robert Bosch GmbH - Key news
  • Robert Bosch GmbH - Key offerings
• 12.14 Rockwell Automation Inc.
  • Rockwell Automation Inc. - Overview
  • Rockwell Automation Inc. - Business segments
  • Rockwell Automation Inc. - Key news
  • Rockwell Automation Inc. - Key offerings
  • Rockwell Automation Inc. - Segment focus
• 12.15 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
• 12.16 SAS Institute Inc.
  • SAS Institute Inc. - Overview
  • SAS Institute Inc. - Product / Service
  • SAS Institute Inc. - Key news
  • SAS Institute Inc. - Key offerings
• 12.17 Schneider Electric SE
  • Schneider Electric SE - Overview
  • Schneider Electric SE - Business segments
  • Schneider Electric SE - Key news
  • Schneider Electric SE - Key offerings
  • Schneider Electric SE - Segment focus

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 Component
• 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 Maintenance (PdM) Market 2018 - 2022 ($ million)
• Exhibits21: Historic Market Size - Component 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 Component - Market share 2023-2028 (%)
• Exhibits33: Data Table on Component - Market share 2023-2028 (%)
• Exhibits34: Chart on Comparison by Component
• Exhibits35: Data Table on Comparison by Component
• Exhibits36: Chart on Solutions - Market size and forecast 2023-2028 ($ million)
• Exhibits37: Data Table on Solutions - Market size and forecast 2023-2028 ($ million)
• Exhibits38: Chart on Solutions - Year-over-year growth 2023-2028 (%)
• Exhibits39: Data Table on Solutions - Year-over-year growth 2023-2028 (%)
• Exhibits40: Chart on Service - Market size and forecast 2023-2028 ($ million)
• Exhibits41: Data Table on Service - Market size and forecast 2023-2028 ($ million)
• Exhibits42: Chart on Service - Year-over-year growth 2023-2028 (%)
• Exhibits43: Data Table on Service - Year-over-year growth 2023-2028 (%)
• Exhibits44: Market opportunity by Component ($ million)
• Exhibits45: Data Table on Market opportunity by Component ($ million)
• Exhibits46: Chart on Deployment - Market share 2023-2028 (%)
• Exhibits47: Data Table on Deployment - Market share 2023-2028 (%)
• Exhibits48: Chart on Comparison by Deployment
• Exhibits49: Data Table on Comparison by Deployment
• Exhibits50: Chart on On-premises - Market size and forecast 2023-2028 ($ million)
• Exhibits51: Data Table on On-premises - Market size and forecast 2023-2028 ($ million)
• Exhibits52: Chart on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits53: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits54: Chart on Cloud - Market size and forecast 2023-2028 ($ million)
• Exhibits55: Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
• Exhibits56: Chart on Cloud - Year-over-year growth 2023-2028 (%)
• Exhibits57: Data Table on Cloud - Year-over-year growth 2023-2028 (%)
• Exhibits58: Market opportunity by Deployment ($ million)
• Exhibits59: Data Table on Market opportunity by Deployment ($ million)
• Exhibits60: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits61: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits62: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits63: Chart on Geographic comparison
• Exhibits64: Data Table on Geographic comparison
• Exhibits65: Chart on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits66: Data Table on North America - Market size and forecast 2023-2028 ($ million)
• Exhibits67: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibits68: Data Table on North America - Year-over-year growth 2023-2028 (%)
• Exhibits69: Chart on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits70: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
• Exhibits71: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits72: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits73: Chart on APAC - Market size and forecast 2023-2028 ($ million)
• Exhibits74: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
• Exhibits75: Chart on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits76: Data Table on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits77: Chart on South America - Market size and forecast 2023-2028 ($ million)
• Exhibits78: Data Table on South America - Market size and forecast 2023-2028 ($ million)
• Exhibits79: Chart on South America - Year-over-year growth 2023-2028 (%)
• Exhibits80: Data Table on South America - Year-over-year growth 2023-2028 (%)
• Exhibits81: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
• Exhibits82: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
• Exhibits83: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits84: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits85: Chart on US - Market size and forecast 2023-2028 ($ million)
• Exhibits86: Data Table on US - Market size and forecast 2023-2028 ($ million)
• Exhibits87: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibits88: Data Table on US - Year-over-year growth 2023-2028 (%)
• Exhibits89: Chart on China - Market size and forecast 2023-2028 ($ million)
• Exhibits90: Data Table on China - Market size and forecast 2023-2028 ($ million)
• Exhibits91: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibits92: Data Table on China - Year-over-year growth 2023-2028 (%)
• Exhibits93: Chart on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits94: Data Table on UK - Market size and forecast 2023-2028 ($ million)
• Exhibits95: Chart on UK - Year-over-year growth 2023-2028 (%)
• Exhibits96: Data Table on UK - Year-over-year growth 2023-2028 (%)
• Exhibits97: Chart on Canada - Market size and forecast 2023-2028 ($ million)
• Exhibits98: Data Table on Canada - Market size and forecast 2023-2028 ($ million)
• Exhibits99: Chart on Canada - Year-over-year growth 2023-2028 (%)
• Exhibits100: Data Table on Canada - Year-over-year growth 2023-2028 (%)
• Exhibits101: Chart on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits102: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
• Exhibits103: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits104: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits105: Market opportunity By Geographical Landscape ($ million)
• Exhibits106: Data Tables on Market opportunity By Geographical Landscape ($ million)
• Exhibits107: Impact of drivers and challenges in 2023 and 2028
• Exhibits108: Overview on criticality of inputs and factors of differentiation
• Exhibits109: Overview on factors of disruption
• Exhibits110: Impact of key risks on business
• Exhibits111: Companies covered
• Exhibits112: Matrix on companies position and classification
• Exhibits113: Augury Inc. - Overview
• Exhibits114: Augury Inc. - Product / Service
• Exhibits115: Augury Inc. - Key offerings
• Exhibits116: C3.ai Inc - Overview
• Exhibits117: C3.ai Inc - Product / Service
• Exhibits118: C3.ai Inc - Key news
• Exhibits119: C3.ai Inc - Key offerings
• Exhibits120: Dell Technologies Inc. - Overview
• Exhibits121: Dell Technologies Inc. - Business segments
• Exhibits122: Dell Technologies Inc. - Key news
• Exhibits123: Dell Technologies Inc. - Key offerings
• Exhibits124: Dell Technologies Inc. - Segment focus
• Exhibits125: Fortive Corp. - Overview
• Exhibits126: Fortive Corp. - Business segments
• Exhibits127: Fortive Corp. - Key news
• Exhibits128: Fortive Corp. - Key offerings
• Exhibits129: Fortive Corp. - Segment focus
• Exhibits130: General Electric Co. - Overview
• Exhibits131: General Electric Co. - Business segments
• Exhibits132: General Electric Co. - Key news
• Exhibits133: General Electric Co. - Key offerings
• Exhibits134: General Electric Co. - Segment focus
• Exhibits135: Hitachi Ltd. - Overview
• Exhibits136: Hitachi Ltd. - Business segments
• Exhibits137: Hitachi Ltd. - Key news
• Exhibits138: Hitachi Ltd. - Key offerings
• Exhibits139: Hitachi Ltd. - Segment focus
• Exhibits140: Honeywell International Inc. - Overview
• Exhibits141: Honeywell International Inc. - Business segments
• Exhibits142: Honeywell International Inc. - Key news
• Exhibits143: Honeywell International Inc. - Key offerings
• Exhibits144: Honeywell International Inc. - Segment focus
• Exhibits145: International Business Machines Corp. - Overview
• Exhibits146: International Business Machines Corp. - Business segments
• Exhibits147: International Business Machines Corp. - Key news
• Exhibits148: International Business Machines Corp. - Key offerings
• Exhibits149: International Business Machines Corp. - Segment focus
• Exhibits150: PTC Inc. - Overview
• Exhibits151: PTC Inc. - Business segments
• Exhibits152: PTC Inc. - Key news
• Exhibits153: PTC Inc. - Key offerings
• Exhibits154: PTC Inc. - Segment focus
• Exhibits155: RapidMiner Inc. - Overview
• Exhibits156: RapidMiner Inc. - Product / Service
• Exhibits157: RapidMiner Inc. - Key offerings
• Exhibits158: Robert Bosch GmbH - Overview
• Exhibits159: Robert Bosch GmbH - Product / Service
• Exhibits160: Robert Bosch GmbH - Key news
• Exhibits161: Robert Bosch GmbH - Key offerings
• Exhibits162: Rockwell Automation Inc. - Overview
• Exhibits163: Rockwell Automation Inc. - Business segments
• Exhibits164: Rockwell Automation Inc. - Key news
• Exhibits165: Rockwell Automation Inc. - Key offerings
• Exhibits166: Rockwell Automation Inc. - Segment focus
• Exhibits167: SAP SE - Overview
• Exhibits168: SAP SE - Business segments
• Exhibits169: SAP SE - Key news
• Exhibits170: SAP SE - Key offerings
• Exhibits171: SAP SE - Segment focus
• Exhibits172: SAS Institute Inc. - Overview
• Exhibits173: SAS Institute Inc. - Product / Service
• Exhibits174: SAS Institute Inc. - Key news
• Exhibits175: SAS Institute Inc. - Key offerings
• Exhibits176: Schneider Electric SE - Overview
• Exhibits177: Schneider Electric SE - Business segments
• Exhibits178: Schneider Electric SE - Key news
• Exhibits179: Schneider Electric SE - Key offerings
• Exhibits180: Schneider Electric SE - Segment focus
• Exhibits181: Inclusions checklist
• Exhibits182: Exclusions checklist
• Exhibits183: Currency conversion rates for US$
• Exhibits184: Research methodology
• Exhibits185: Information sources
• Exhibits186: Data validation
• Exhibits187: Validation techniques employed for market sizing
• Exhibits188: Data synthesis
• Exhibits189: 360 degree market analysis
• Exhibits190: List of abbreviations