予知保全（PdM）の世界市場 2023-2027

当レポートでは、予知保全（PdM）市場を監視し、2022年から2027年の間に165億7,678万米ドルの増加が見込まれ、予測期間中に29.44%のCAGRで成長すると予測しています。

当レポートでは、予知保全（PdM）市場について、全体的な分析、市場規模と予測、動向、成長促進要因・課題、さらに約25のベンダーを網羅したベンダー分析を行っています。

現在の市場シナリオ、最新の動向と促進要因、市場全体の環境に関する最新の分析を提供しています。市場は、クラウドコンピューティングの台頭による中小企業による高度な分析の導入の増加、老朽化した産業機械の寿命の必要性の増加、新技術の導入から洞察を得る必要性の増加によって牽引されています。

本調査では、先端技術、AI、IoTの普及が、今後数年間の予知保全（PdM）市場の成長を促進する主要な理由の1つであると特定しています。また、資産の稼働率を高め、メンテナンスコストを最小化するニーズの増加や、PdMへの投資の増加は、市場の大きな需要につながるでしょう。

目次

第1章 エグゼクティブサマリー

• 市場概要

第2章 市場情勢

• 市場エコシステム

第3章 市場規模

• 市場の定義
• 市場セグメント分析
• 市場規模 2022
• 市場の見通し 2022-2027

第4章 市場規模実績

• 予知保全（PdM）の世界市場 2017-2021
• 部品セグメント分析 2017-2021
• 展開セグメント分析 2017-2021
• 地域別セグメント分析 2017-2021
• 国別セグメント分析 2017-2021

第5章 ファイブフォース分析

• ファイブフォースの要約
• 買い手の交渉力
• 供給企業の交渉力
• 新規参入業者の脅威
• 代替品の脅威
• 競争の脅威
• 市況

第6章 市場セグメンテーション：コンポーネント別

• 市場セグメント
• 比較：コンポーネント別
• ソリューション：市場規模と予測 2022-2027
• サービス：市場規模と予測 2022-2027
• 市場機会：コンポーネント別

第7章 市場セグメンテーション：展開別

• 市場セグメント
• 比較：展開別
• オンプレミス：市場規模と予測 2022-2027
• クラウド：市場規模と予測 2022-2027
• 市場機会：展開別

第8章 顧客情勢

• 顧客情勢の概要

第9章 地域別情勢

• 地域別セグメンテーション
• 地域別比較
• 北米：市場規模と予測 2022-2027
• 欧州：市場規模と予測 2022-2027
• アジア太平洋：市場規模と予測 2022-2027
• 南米：市場規模と予測 2022-2027
• 中東・アフリカ：市場規模と予測 2022-2027
• 米国：市場規模と予測 2022-2027
• 中国：市場規模と予測 2022-2027
• 英国：市場規模と予測 2022-2027
• カナダ：市場規模と予測 2022-2027
• ドイツ：市場規模と予測 2022-2027
• 市場機会：地域別

第10章 促進要因、課題、および動向

• 市場促進要因
• 市場の課題
• 促進要因と課題の影響
• 市場動向

第11章 ベンダー情勢

• 概要
• ベンダー情勢
• 混乱の状況
• 業界のリスク

第12章 ベンダー分析

• 対象ベンダー
• ベンダーの市場ポジショニング
• 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 付録

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 Geography
• 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 Vendor Market Positioning
• Exhibits10: Parent market
• Exhibits11: Market Characteristics
• Exhibits12: Offerings of vendors included in the market definition
• Exhibits13: Market segments
• Exhibits14: Chart on Global - Market size and forecast 2022-2027 ($ million)
• Exhibits15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
• Exhibits16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibits17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibits18: Historic Market Size - Data Table on global predictive maintenance (pdm) market 2017 - 2021 ($ million)
• Exhibits19: Historic Market Size - Component Segment 2017 - 2021 ($ million)
• Exhibits20: Historic Market Size - Deployment Segment 2017 - 2021 ($ million)
• Exhibits21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
• Exhibits22: Historic Market Size - Country Segment 2017 - 2021 ($ million)
• Exhibits23: Five forces analysis - Comparison between 2022 and 2027
• Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
• Exhibits25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
• Exhibits26: Threat of new entrants - Impact of key factors in 2022 and 2027
• Exhibits27: Threat of substitutes - Impact of key factors in 2022 and 2027
• Exhibits28: Threat of rivalry - Impact of key factors in 2022 and 2027
• Exhibits29: Chart on Market condition - Five forces 2022 and 2027
• Exhibits30: Chart on Component - Market share 2022-2027 (%)
• Exhibits31: Data Table on Component - Market share 2022-2027 (%)
• Exhibits32: Chart on Comparison by Component
• Exhibits33: Data Table on Comparison by Component
• Exhibits34: Chart on Solutions - Market size and forecast 2022-2027 ($ million)
• Exhibits35: Data Table on Solutions - Market size and forecast 2022-2027 ($ million)
• Exhibits36: Chart on Solutions - Year-over-year growth 2022-2027 (%)
• Exhibits37: Data Table on Solutions - Year-over-year growth 2022-2027 (%)
• Exhibits38: Chart on Service - Market size and forecast 2022-2027 ($ million)
• Exhibits39: Data Table on Service - Market size and forecast 2022-2027 ($ million)
• Exhibits40: Chart on Service - Year-over-year growth 2022-2027 (%)
• Exhibits41: Data Table on Service - Year-over-year growth 2022-2027 (%)
• Exhibits42: Market opportunity by Component ($ million)
• Exhibits43: Data Table on Market opportunity by Component ($ million)
• Exhibits44: Chart on Deployment - Market share 2022-2027 (%)
• Exhibits45: Data Table on Deployment - Market share 2022-2027 (%)
• Exhibits46: Chart on Comparison by Deployment
• Exhibits47: Data Table on Comparison by Deployment
• Exhibits48: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
• Exhibits49: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
• Exhibits50: Chart on On-premise - Year-over-year growth 2022-2027 (%)
• Exhibits51: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
• Exhibits52: Chart on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibits53: Data Table on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibits54: Chart on Cloud - Year-over-year growth 2022-2027 (%)
• Exhibits55: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
• Exhibits56: Market opportunity by Deployment ($ million)
• Exhibits57: Data Table on Market opportunity by Deployment ($ million)
• Exhibits58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits59: Chart on Market share by geography 2022-2027 (%)
• Exhibits60: Data Table on Market share by geography 2022-2027 (%)
• Exhibits61: Chart on Geographic comparison
• Exhibits62: Data Table on Geographic comparison
• Exhibits63: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits64: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits65: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibits66: Data Table on North America - Year-over-year growth 2022-2027 (%)
• Exhibits67: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits68: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits69: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits70: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits71: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits72: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits73: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits74: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits75: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits76: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits77: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibits78: Data Table on South America - Year-over-year growth 2022-2027 (%)
• Exhibits79: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits80: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits81: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits82: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits83: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibits84: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibits85: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibits86: Data Table on US - Year-over-year growth 2022-2027 (%)
• Exhibits87: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibits88: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibits89: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibits90: Data Table on China - Year-over-year growth 2022-2027 (%)
• Exhibits91: Chart on UK - Market size and forecast 2022-2027 ($ million)
• Exhibits92: Data Table on UK - Market size and forecast 2022-2027 ($ million)
• Exhibits93: Chart on UK - Year-over-year growth 2022-2027 (%)
• Exhibits94: Data Table on UK - Year-over-year growth 2022-2027 (%)
• Exhibits95: Chart on Canada - Market size and forecast 2022-2027 ($ million)
• Exhibits96: Data Table on Canada - Market size and forecast 2022-2027 ($ million)
• Exhibits97: Chart on Canada - Year-over-year growth 2022-2027 (%)
• Exhibits98: Data Table on Canada - Year-over-year growth 2022-2027 (%)
• Exhibits99: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits100: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits101: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits102: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits103: Market opportunity by geography ($ million)
• Exhibits104: Data Tables on Market opportunity by geography ($ million)
• Exhibits105: Impact of drivers and challenges in 2022 and 2027
• Exhibits106: Overview on Criticality of inputs and Factors of differentiation
• Exhibits107: Overview on factors of disruption
• Exhibits108: Impact of key risks on business
• Exhibits109: Vendors covered
• Exhibits110: Matrix on vendor position and classification
• Exhibits111: Augury Inc. - Overview
• Exhibits112: Augury Inc. - Product / Service
• Exhibits113: Augury Inc. - Key offerings
• Exhibits114: C3.ai Inc. - Overview
• Exhibits115: C3.ai Inc. - Business segments
• Exhibits116: C3.ai Inc. - Key offerings
• Exhibits117: C3.ai Inc. - Segment focus
• Exhibits118: Dell Technologies Inc. - Overview
• Exhibits119: Dell Technologies Inc. - Business segments
• Exhibits120: Dell Technologies Inc. - Key offerings
• Exhibits121: Dell Technologies Inc. - Segment focus
• Exhibits122: Fortive Corp. - Overview
• Exhibits123: Fortive Corp. - Business segments
• Exhibits124: Fortive Corp. - Key news
• Exhibits125: Fortive Corp. - Key offerings
• Exhibits126: Fortive Corp. - Segment focus
• Exhibits127: General Electric Co. - Overview
• Exhibits128: General Electric Co. - Business segments
• Exhibits129: General Electric Co. - Key news
• Exhibits130: General Electric Co. - Key offerings
• Exhibits131: General Electric Co. - Segment focus
• Exhibits132: Hitachi Ltd. - Overview
• Exhibits133: Hitachi Ltd. - Business segments
• Exhibits134: Hitachi Ltd. - Key news
• Exhibits135: Hitachi Ltd. - Key offerings
• Exhibits136: Hitachi Ltd. - Segment focus
• Exhibits137: Honeywell International Inc. - Overview
• Exhibits138: Honeywell International Inc. - Business segments
• Exhibits139: Honeywell International Inc. - Key news
• Exhibits140: Honeywell International Inc. - Key offerings
• Exhibits141: Honeywell International Inc. - Segment focus
• Exhibits142: International Business Machines Corp. - Overview
• Exhibits143: International Business Machines Corp. - Business segments
• Exhibits144: International Business Machines Corp. - Key news
• Exhibits145: International Business Machines Corp. - Key offerings
• Exhibits146: International Business Machines Corp. - Segment focus
• Exhibits147: PTC Inc. - Overview
• Exhibits148: PTC Inc. - Business segments
• Exhibits149: PTC Inc. - Key offerings
• Exhibits150: PTC Inc. - Segment focus
• Exhibits151: RapidMiner Inc. - Overview
• Exhibits152: RapidMiner Inc. - Product / Service
• Exhibits153: RapidMiner Inc. - Key offerings
• Exhibits154: Robert Bosch GmbH - Overview
• Exhibits155: Robert Bosch GmbH - Business segments
• Exhibits156: Robert Bosch GmbH - Key news
• Exhibits157: Robert Bosch GmbH - Key offerings
• Exhibits158: Robert Bosch GmbH - Segment focus
• Exhibits159: Rockwell Automation Inc. - Overview
• Exhibits160: Rockwell Automation Inc. - Business segments
• Exhibits161: Rockwell Automation Inc. - Key news
• Exhibits162: Rockwell Automation Inc. - Key offerings
• Exhibits163: Rockwell Automation Inc. - Segment focus
• Exhibits164: SAP SE - Overview
• Exhibits165: SAP SE - Business segments
• Exhibits166: SAP SE - Key news
• Exhibits167: SAP SE - Key offerings
• Exhibits168: SAP SE - Segment focus
• Exhibits169: SAS Institute Inc. - Overview
• Exhibits170: SAS Institute Inc. - Product / Service
• Exhibits171: SAS Institute Inc. - Key news
• Exhibits172: SAS Institute Inc. - Key offerings
• Exhibits173: Schneider Electric SE - Overview
• Exhibits174: Schneider Electric SE - Business segments
• Exhibits175: Schneider Electric SE - Key news
• Exhibits176: Schneider Electric SE - Key offerings
• Exhibits177: Schneider Electric SE - Segment focus
• Exhibits178: Inclusions checklist
• Exhibits179: Exclusions checklist
• Exhibits180: Currency conversion rates for US$
• Exhibits181: Research methodology
• Exhibits182: Validation techniques employed for market sizing
• Exhibits183: Information sources
• Exhibits184: List of abbreviations

Technavio has been monitoring the predictive maintenance (PdM) market and is forecast to grow by USD 16,576.78 mn during 2022-2027, accelerating at a CAGR of 29.44% during the forecast period. Our 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 the increased adoption of advanced analytics by SMEs owing to rise in cloud computing, the increase in the need for lifespan of aging industrial machinery, and the 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-premise
• Cloud

By Geography

• 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.

Technavio 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. Our 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

Technavio's 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.

Technavio 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. Technavio's 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
• Exhibit 01: Executive Summary - Chart on Market Overview
• Exhibit 02: Executive Summary - Data Table on Market Overview
• Exhibit 03: Executive Summary - Chart on Global Market Characteristics
• Exhibit 04: Executive Summary - Chart on Market by Geography
• Exhibit 05: Executive Summary - Chart on Market Segmentation by Component
• Exhibit 06: Executive Summary - Chart on Market Segmentation by Deployment
• Exhibit 07: Executive Summary - Chart on Incremental Growth
• Exhibit 08: Executive Summary - Data Table on Incremental Growth
• Exhibit 09: Executive Summary - Chart on Vendor Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
• Exhibit 10: Parent market
• Exhibit 11: Market Characteristics

3 Market Sizing

• 3.1 Market definition
• Exhibit 12: Offerings of vendors included in the market definition
• 3.2 Market segment analysis
• Exhibit 13: Market segments
• 3.3 Market size 2022
• 3.4 Market outlook: Forecast for 2022-2027
• Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

4 Historic Market Size

• 4.1 Global predictive maintenance (PdM) market 2017 - 2021
• Exhibit 18: Historic Market Size - Data Table on global predictive maintenance (pdm) market 2017 - 2021 ($ million)
• 4.2 Component Segment Analysis 2017 - 2021
• Exhibit 19: Historic Market Size - Component Segment 2017 - 2021 ($ million)
• 4.3 Deployment Segment Analysis 2017 - 2021
• Exhibit 20: Historic Market Size - Deployment Segment 2017 - 2021 ($ million)
• 4.4 Geography Segment Analysis 2017 - 2021
• Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
• 4.5 Country Segment Analysis 2017 - 2021
• Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
• Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
• 5.2 Bargaining power of buyers
• Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
• 5.3 Bargaining power of suppliers
• Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
• 5.4 Threat of new entrants
• Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027
• 5.5 Threat of substitutes
• Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027
• 5.6 Threat of rivalry
• Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027
• 5.7 Market condition
• Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

6 Market Segmentation by Component

• 6.1 Market segments
• Exhibit 30: Chart on Component - Market share 2022-2027 (%)
• Exhibit 31: Data Table on Component - Market share 2022-2027 (%)
• 6.2 Comparison by Component
• Exhibit 32: Chart on Comparison by Component
• Exhibit 33: Data Table on Comparison by Component
• 6.3 Solutions - Market size and forecast 2022-2027
• Exhibit 34: Chart on Solutions - Market size and forecast 2022-2027 ($ million)
• Exhibit 35: Data Table on Solutions - Market size and forecast 2022-2027 ($ million)
• Exhibit 36: Chart on Solutions - Year-over-year growth 2022-2027 (%)
• Exhibit 37: Data Table on Solutions - Year-over-year growth 2022-2027 (%)
• 6.4 Service - Market size and forecast 2022-2027
• Exhibit 38: Chart on Service - Market size and forecast 2022-2027 ($ million)
• Exhibit 39: Data Table on Service - Market size and forecast 2022-2027 ($ million)
• Exhibit 40: Chart on Service - Year-over-year growth 2022-2027 (%)
• Exhibit 41: Data Table on Service - Year-over-year growth 2022-2027 (%)
• 6.5 Market opportunity by Component
• Exhibit 42: Market opportunity by Component ($ million)
• Exhibit 43: Data Table on Market opportunity by Component ($ million)

7 Market Segmentation by Deployment

• 7.1 Market segments
• Exhibit 44: Chart on Deployment - Market share 2022-2027 (%)
• Exhibit 45: Data Table on Deployment - Market share 2022-2027 (%)
• 7.2 Comparison by Deployment
• Exhibit 46: Chart on Comparison by Deployment
• Exhibit 47: Data Table on Comparison by Deployment
• 7.3 On-premise - Market size and forecast 2022-2027
• Exhibit 48: Chart on On-premise - Market size and forecast 2022-2027 ($ million)
• Exhibit 49: Data Table on On-premise - Market size and forecast 2022-2027 ($ million)
• Exhibit 50: Chart on On-premise - Year-over-year growth 2022-2027 (%)
• Exhibit 51: Data Table on On-premise - Year-over-year growth 2022-2027 (%)
• 7.4 Cloud - Market size and forecast 2022-2027
• Exhibit 52: Chart on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibit 53: Data Table on Cloud - Market size and forecast 2022-2027 ($ million)
• Exhibit 54: Chart on Cloud - Year-over-year growth 2022-2027 (%)
• Exhibit 55: Data Table on Cloud - Year-over-year growth 2022-2027 (%)
• 7.5 Market opportunity by Deployment
• Exhibit 56: Market opportunity by Deployment ($ million)
• Exhibit 57: Data Table on Market opportunity by Deployment ($ million)

8 Customer Landscape

• 8.1 Customer landscape overview
• Exhibit 58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
• Exhibit 59: Chart on Market share by geography 2022-2027 (%)
• Exhibit 60: Data Table on Market share by geography 2022-2027 (%)
• 9.2 Geographic comparison
• Exhibit 61: Chart on Geographic comparison
• Exhibit 62: Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2022-2027
• Exhibit 63: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 64: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 65: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibit 66: Data Table on North America - Year-over-year growth 2022-2027 (%)
• 9.4 Europe - Market size and forecast 2022-2027
• Exhibit 67: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 68: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 69: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibit 70: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• 9.5 APAC - Market size and forecast 2022-2027
• Exhibit 71: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 72: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 73: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibit 74: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• 9.6 South America - Market size and forecast 2022-2027
• Exhibit 75: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 76: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 77: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibit 78: Data Table on South America - Year-over-year growth 2022-2027 (%)
• 9.7 Middle East and Africa - Market size and forecast 2022-2027
• Exhibit 79: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 80: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 81: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibit 82: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• 9.8 US - Market size and forecast 2022-2027
• Exhibit 83: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 84: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 85: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibit 86: Data Table on US - Year-over-year growth 2022-2027 (%)
• 9.9 China - Market size and forecast 2022-2027
• Exhibit 87: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 88: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 89: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibit 90: Data Table on China - Year-over-year growth 2022-2027 (%)
• 9.10 UK - Market size and forecast 2022-2027
• Exhibit 91: Chart on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 92: Data Table on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 93: Chart on UK - Year-over-year growth 2022-2027 (%)
• Exhibit 94: Data Table on UK - Year-over-year growth 2022-2027 (%)
• 9.11 Canada - Market size and forecast 2022-2027
• Exhibit 95: Chart on Canada - Market size and forecast 2022-2027 ($ million)
• Exhibit 96: Data Table on Canada - Market size and forecast 2022-2027 ($ million)
• Exhibit 97: Chart on Canada - Year-over-year growth 2022-2027 (%)
• Exhibit 98: Data Table on Canada - Year-over-year growth 2022-2027 (%)
• 9.12 Germany - Market size and forecast 2022-2027
• Exhibit 99: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 100: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 101: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibit 102: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• 9.13 Market opportunity by geography
• Exhibit 103: Market opportunity by geography ($ million)
• Exhibit 104: Data Tables on Market opportunity by geography ($ million)

10 Drivers, Challenges, and Trends

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
• Exhibit 105: Impact of drivers and challenges in 2022 and 2027
• 10.4 Market trends

11 Vendor Landscape

• 11.1 Overview
• 11.2 Vendor landscape
• Exhibit 106: Overview on Criticality of inputs and Factors of differentiation
• 11.3 Landscape disruption
• Exhibit 107: Overview on factors of disruption
• 11.4 Industry risks
• Exhibit 108: Impact of key risks on business

12 Vendor Analysis

• 12.1 Vendors covered
• Exhibit 109: Vendors covered
• 12.2 Market positioning of vendors
• Exhibit 110: Matrix on vendor position and classification
• 12.3 Augury Inc.
• Exhibit 111: Augury Inc. - Overview
• Exhibit 112: Augury Inc. - Product / Service
• Exhibit 113: Augury Inc. - Key offerings
• 12.4 C3.ai Inc.
• Exhibit 114: C3.ai Inc. - Overview
• Exhibit 115: C3.ai Inc. - Business segments
• Exhibit 116: C3.ai Inc. - Key offerings
• Exhibit 117: C3.ai Inc. - Segment focus
• 12.5 Dell Technologies Inc.
• Exhibit 118: Dell Technologies Inc. - Overview
• Exhibit 119: Dell Technologies Inc. - Business segments
• Exhibit 120: Dell Technologies Inc. - Key offerings
• Exhibit 121: Dell Technologies Inc. - Segment focus
• 12.6 Fortive Corp.
• Exhibit 122: Fortive Corp. - Overview
• Exhibit 123: Fortive Corp. - Business segments
• Exhibit 124: Fortive Corp. - Key news
• Exhibit 125: Fortive Corp. - Key offerings
• Exhibit 126: Fortive Corp. - Segment focus
• 12.7 General Electric Co.
• Exhibit 127: General Electric Co. - Overview
• Exhibit 128: General Electric Co. - Business segments
• Exhibit 129: General Electric Co. - Key news
• Exhibit 130: General Electric Co. - Key offerings
• Exhibit 131: General Electric Co. - Segment focus
• 12.8 Hitachi Ltd.
• Exhibit 132: Hitachi Ltd. - Overview
• Exhibit 133: Hitachi Ltd. - Business segments
• Exhibit 134: Hitachi Ltd. - Key news
• Exhibit 135: Hitachi Ltd. - Key offerings
• Exhibit 136: Hitachi Ltd. - Segment focus
• 12.9 Honeywell International Inc.
• Exhibit 137: Honeywell International Inc. - Overview
• Exhibit 138: Honeywell International Inc. - Business segments
• Exhibit 139: Honeywell International Inc. - Key news
• Exhibit 140: Honeywell International Inc. - Key offerings
• Exhibit 141: Honeywell International Inc. - Segment focus
• 12.10 International Business Machines Corp.
• Exhibit 142: International Business Machines Corp. - Overview
• Exhibit 143: International Business Machines Corp. - Business segments
• Exhibit 144: International Business Machines Corp. - Key news
• Exhibit 145: International Business Machines Corp. - Key offerings
• Exhibit 146: International Business Machines Corp. - Segment focus
• 12.11 PTC Inc.
• Exhibit 147: PTC Inc. - Overview
• Exhibit 148: PTC Inc. - Business segments
• Exhibit 149: PTC Inc. - Key offerings
• Exhibit 150: PTC Inc. - Segment focus
• 12.12 RapidMiner Inc.
• Exhibit 151: RapidMiner Inc. - Overview
• Exhibit 152: RapidMiner Inc. - Product / Service
• Exhibit 153: RapidMiner Inc. - Key offerings
• 12.13 Robert Bosch GmbH
• Exhibit 154: Robert Bosch GmbH - Overview
• Exhibit 155: Robert Bosch GmbH - Business segments
• Exhibit 156: Robert Bosch GmbH - Key news
• Exhibit 157: Robert Bosch GmbH - Key offerings
• Exhibit 158: Robert Bosch GmbH - Segment focus
• 12.14 Rockwell Automation Inc.
• Exhibit 159: Rockwell Automation Inc. - Overview
• Exhibit 160: Rockwell Automation Inc. - Business segments
• Exhibit 161: Rockwell Automation Inc. - Key news
• Exhibit 162: Rockwell Automation Inc. - Key offerings
• Exhibit 163: Rockwell Automation Inc. - Segment focus
• 12.15 SAP SE
• Exhibit 164: SAP SE - Overview
• Exhibit 165: SAP SE - Business segments
• Exhibit 166: SAP SE - Key news
• Exhibit 167: SAP SE - Key offerings
• Exhibit 168: SAP SE - Segment focus
• 12.16 SAS Institute Inc.
• Exhibit 169: SAS Institute Inc. - Overview
• Exhibit 170: SAS Institute Inc. - Product / Service
• Exhibit 171: SAS Institute Inc. - Key news
• Exhibit 172: SAS Institute Inc. - Key offerings
• 12.17 Schneider Electric SE
• Exhibit 173: Schneider Electric SE - Overview
• Exhibit 174: Schneider Electric SE - Business segments
• Exhibit 175: Schneider Electric SE - Key news
• Exhibit 176: Schneider Electric SE - Key offerings
• Exhibit 177: Schneider Electric SE - Segment focus

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
• Exhibit 178: Inclusions checklist
• Exhibit 179: Exclusions checklist
• 13.3 Currency conversion rates for US$
• Exhibit 180: Currency conversion rates for US$
• 13.4 Research methodology
• Exhibit 181: Research methodology
• Exhibit 182: Validation techniques employed for market sizing
• Exhibit 183: Information sources
• 13.5 List of abbreviations
• Exhibit 184: List of abbreviations