Predictive Maintenance

Global Market Trajectory & Analytics

MCP14179

EXECUTIVE ENGAGEMENTS

OUTREACH

49853
Number of executives repeatedly engaged by snail & email outreach

INTERACTIONS

3988
Interactions with Platform & by Email

PARTICIPANTS

963
Unique # Participated

VALIDATIONS

433
Responses Validated*

COMPETITORS

58
Responses Validated*
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DATE

JUL 2020

TABLES

96

PAGES

443

EDITION

8

PRICE

USD $4950


  

HIGHLIGHTS

The global market for Predictive Maintenance is projected to reach US$10 billion by 2025, driven by the growing value of predictive intelligence in asset management. Given that effective plant asset management and maintenance is the cornerstone for achieving excellence in manufacturing productivity, there is significant focus shed on technologies that help in more smart and efficient asset monitoring and maintenance. Legacy maintenance programs which are primarily static in nature and characterized by time-based manual inspection are growing out of favor and are being replaced by newer concepts such as predictive maintenance (PdM). Defined as a strategy where maintenance is scheduled at a future date based on analysis of sensor data measurements, PdM is proactive and is designed to increase reliability of machine and decrease their downtime. PdM is an advanced form of maintenance that offers benefits over and above condition-based maintenance (CbM) which utilizes real-time sensor measurements to identify if a machine or its components have reached a point of failure and then schedule maintenance. Benefits of PdM include advanced prediction of maintenance need; reduces unexpected downtime by over 50%; enables automation of maintenance tasks and reduces repair and overhaul time by 60%; helps in cost savings to the tune of 30% to 40%; timely verification/inspection of equipment; reduction in machine failures; reduction in maintenance costs; over 30% reduced need to maintain inventory of spare parts; extended service life of machines and components and higher equipment ROI; increase in production productivity by over 25% and uptime by 30%; improved operator safety; and over 50% increase in revenues achieved via faster time-to-market. Higher revenues and profits are also associated with improved product quality and reduced risk of manufacturing faults which pushes up the cost of reprocessing.

IoT brings whole new value to predictive analytics in ways hitherto unimagined by making data more readily available and accessible. An efficient IIoT predictive maintenance architecture involves identifying key variables which determine the health of equipment i.e. temperature, voltage, discharge, lubricating oil viscosity. Condition monitoring sensors are then added to the equipment to gather continuous data pertinent to the parameters identified and relay the same via internet to the cloud server. Sensor data passing onto the cloud need to filtered and reprocessed by physical devices called "field gateways". Once filtered and reprocessed, a cloud gateway validates the data for security threats and then provides access to the cloud where the data is pushed to a streaming data processor which accelerates the data’s journey to the storage component called the "data lake". From the data lake, the sensor data in its raw unstructured form then moves to the "big data warehouse", where the data is cleaned, cleansed and prepared for analysis by machine learning (ML) algorithms. ML algorithms then process the data to uncover hidden correlations in data sets to discover data patterns and anomalies. Predictive models are then built and with AI are trained to predict problems and failure with exploratory analytics that uses various technical assumptions to make a prediction. The United States and Europe represent large markets worldwide with a combined share of 58.4% of the market. China ranks as the fastest growing market with a CAGR of 31.5% over the analysis period supported by the country’s powerful economic planning aimed at enhancing its manufacturing competitiveness as it seeks to integrate into the global manufacturing chain dominated by industrialized economies such as EU, Germany and the United States and move from being a low cost competitor to a direct added-value competitor. At the top of the priority list for China is the migration from a low value added export oriented manufacturing platform to a global industrial power.

SELECT PLAYERS

Bosch Software Innovations GmbH; C3 Iot; Dell Technologies; Fluke Corporation; General Electric Company; Hitachi Ltd.; Honeywell International, Inc.; IBM Corporation; PTC, Inc.; Rapidminer, Inc.; Rockwell Automation, Inc.; SAP SE; SAS Institute, Inc.; Schneider Electric SA; Senseye Ltd; SKF Group; Software AG; Softweb Solutions, Inc.; T-Systems International GmbH; Warwick Analytics

SEGMENTS

» Component (Solutions, Services) » Deployment (Cloud, On-Premise) » Vertical (Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics, Other Verticals)

GEOGRAPHIES

» World » United States » Canada » Japan » China » Europe » France » Germany » Italy » United Kingdom » and Rest of Europe » Asia-Pacific » Rest of World

TABLE OF CONTENTS

1. MARKET OVERVIEW
Plant Asset Maintenance, the Cornerstone for Achieving Excellence in Manufacturing Productivity
Why Migrate to Predictive Maintenance? What’s In It for Companies?
Table: With Manufacturing Competitiveness Increasing by the Day, PdM is the Right Step Forward Towards to Higher Value, Smart Manufacturing: Global Manufacturing Competitiveness Index (10-100 Index Score) by Country for the Year 2020
Year 2020 Has Been a Year of Astounding Disruption & Unbelievable Transformation
Table: COVID-19 Leaves the World in Shambles & Industries and Markets Upended: World Economic Growth Projections (Real GDP, Annual % Change) for 2019 to 2022
Table: Continued High Unemployment Levels Challenges Growth in Industries Reliant on Consumer Discretionary Incomes: Global Number of Unemployed People (In Million) for Years 2017, 2019, 2020, and 2022
As Mass Vaccination Drives Get Underway Worldwide, Will It Change the Existing Economic Realities & Is it Really the Silver Bullet We Were Waiting For?
Table: How Fast the World is Vaccinated Will Determine How Soon the Pandemic Will End: Global Number of COVID-19 Vaccinations (Per 100 People) As of February 2021 by country
Table: Global Number of Annual COVID-19 Vaccine Doses (In Million) for Years 2020 through 2025 by Geographic Region/Country
How the Machinery & Manufacturing Automation Industries Are Impacted by the Pandemic & What’s the New Normal?
Table: Global Machine Tools Market Reset & Trajectory - Growth Outlook (In %) For Years 2019 Through 2025
Manufacturing Automation
Table: The Growing Momentum Towards Manufacturing Automation to Encourage New Pathways to Automating Machine Maintenance: Global Manufacturing Automation Market Reset & Trajectory - Growth Outlook (In %) For Years 2019 Through 2025
Predictive Maintenance: Definition, Scope, Importance, Benefits & Applications
Recent Market Activity
Innovations
World Brands
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
The Age of Analytics Made More Important by COVID-19 Provides the Cornerstone for the Disruptive Growth of Predictive Maintenance
Here’s How the Rise of “Predictive Analytics” Will Bring the Concept of Predictive Maintenance to Fruition
Table: Applications of Predictive Analytics Expand from Fraud Detection, Personalized Marketing to Asset Management: Global Investments in Predictive Analytics (In US$ Billion) for the Years 2020, 2022, 2024 & 2026
Industry 4.0 Pushes Up the Effectiveness of Predictive Maintenance
Table: Market to Witness Unconventional Growth as Effectiveness of Predictive Analytics in Predicting Failure & Maintenance Event Improves on the Back of IIoT: Global Breakdown of Investments in Manufacturing IoT (in US$ Billion) for the Years 2020, 2022, 2024, and 2026
Sensors Remain a Critical Component of Predictive Maintenance
Data Communication Systems, the Backbone for Successful Predictive Maintenance
Here’s How AI Will Revolutionize Predictive Maintenance
AI Embedded Sensors Vital for Real-Time Fault Detection & Outsmarting Failure
Table: Growing Investments in AI by Manufacturing Companies Will Promote Innovative Uses of AI in Machine Condition Monitoring: Global AI Investments in Manufacturing (In US$ Billion) for the Years 2019, 2022 and 2025
Harnessing the Power of Cloud Computing Remains Crucial for Effective Predictive Maintenance
What Has Blockchain to Offer for Predictive Maintenance?
Predictive Maintenance for Medical Devices Grows in Popularity as Hospitals Focus on Enhancing Asset Efficiency
Focus on Smart Fleet Management Drives Adoption of Predictive Maintenance
4. GLOBAL MARKET PERSPECTIVE
World Current & Future Analysis for Predictive Maintenance by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Predictive Maintenance by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2020 & 2027
World Current & Future Analysis for Cloud by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Cloud by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for Government & Defense by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Government & Defense by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for Energy & Utilities by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Energy & Utilities by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for Transportation & Logistics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Transportation & Logistics by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
World Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
World 7-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2020 & 2027
UNITED STATES
USA Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
USA 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
USA Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
USA 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
USA Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
USA 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
CANADA
Canada Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Canada 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
Canada Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Canada 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
Canada Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Canada 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
JAPAN
Japan Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Japan 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
Japan Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Japan 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
Japan Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Japan 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
CHINA
China Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
China 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
China Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
China 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
China Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
China 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
EUROPE
Europe Current & Future Analysis for Predictive Maintenance by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Thousand for Years 2020 through 2027 and % CAGR
Europe 7-Year Perspective for Predictive Maintenance by Geographic Region - Percentage Breakdown of Value Revenues for France, Germany, Italy, UK and Rest of Europe Markets for Years 2020 & 2027
Europe Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Europe 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
Europe Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Europe 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
Europe Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Europe 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
FRANCE
France Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
France 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
France Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
France 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
France Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
France 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
GERMANY
Germany Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Germany 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
Germany Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Germany 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
Germany Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Germany 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
ITALY
Italy Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Italy 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
Italy Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Italy 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
Italy Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Italy 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
UNITED KINGDOM
UK Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
UK 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
UK Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
UK 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
UK Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
UK 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
REST OF EUROPE
Rest of Europe Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of Europe 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
Rest of Europe Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of Europe 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
Rest of Europe Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of Europe 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
ASIA-PACIFIC
Asia-Pacific Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Asia-Pacific 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
Asia-Pacific Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Asia-Pacific 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
Asia-Pacific Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Asia-Pacific 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
REST OF WORLD
Rest of World Current & Future Analysis for Predictive Maintenance by Deployment - Cloud and On-Premise - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of World 7-Year Perspective for Predictive Maintenance by Deployment - Percentage Breakdown of Value Revenues for Cloud and On-Premise for the Years 2020 & 2027
Rest of World Current & Future Analysis for Predictive Maintenance by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of World 7-Year Perspective for Predictive Maintenance by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2020 & 2027
Rest of World Current & Future Analysis for Predictive Maintenance by Vertical - Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals - Independent Analysis of Annual Revenues in US$ Thousand for the Years 2020 through 2027 and % CAGR
Rest of World 7-Year Perspective for Predictive Maintenance by Vertical - Percentage Breakdown of Value Revenues for Government & Defense, Energy & Utilities, Manufacturing, Healthcare, Transportation & Logistics and Other Verticals for the Years 2020 & 2027
Total Companies Profiled: 58

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