Digital MRO Market by Technology (Predictive Maintenance, AR/VR, 3D Printing, Blockchain, Artificial Intelligence, Robotics, Big Data Analytics, Digital Twin, IOT), End-User (MROs, Airlines, OEMs), Application, Region - Global Forecast to 2030

デジタルMROの世界市場予測(~2030):技術別、エンドユーザー別、用途別、地域別

◆タイトル:Digital MRO Market by Technology (Predictive Maintenance, AR/VR, 3D Printing, Blockchain, Artificial Intelligence, Robotics, Big Data Analytics, Digital Twin, IOT), End-User (MROs, Airlines, OEMs), Application, Region - Global Forecast to 2030
◆商品コード:AS 7330
◆調査・発行会社:MarketsandMarkets
◆発行日:2020年10月28日
◆ページ数:192
◆レポート形式:PDF / 英語
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◆調査対象地域:グローバル
◆産業分野:IT
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【レポートの概要】

MarketsandMarkets社はデジタルMROの世界市場が2020年606百万ドルから2030年1,809百万ドルまで、年平均11.6%成長すると予想しています。本調査レポートでは、デジタルMROの世界市場について調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場概要、産業動向、技術別(予知保全、AR/VR、3Dプリンティング、ブロックチェーン、人工知能(AI))分析、用途別(検査、パフォーマンスモニタリング、予測分析、部品交換、モビリティ・機能性)分析、エンドユーザー別(航空会社、MRO、OEM)分析、地域別分析、競争状況、企業情報、隣接市場などの項目を掲載しています。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場概要
・産業動向
・デジタルMROの世界市場規模:技術別(予知保全、AR/VR、3Dプリンティング、ブロックチェーン、人工知能(AI))
・デジタルMROの世界市場規模:用途別(検査、パフォーマンスモニタリング、予測分析、部品交換、モビリティ・機能性)
・デジタルMROの世界市場規模:エンドユーザー別(航空会社、MRO、OEM)
・デジタルMROの世界市場規模:地域別
・競争状況
・企業情報
・隣接市場

“The digital MRO market is projected to grow from USD 606 million in 2020 to USD 1,809 million by 2030, at a CAGR of 11.6% from 2020 to 2030.”
The increasing digitalization of MRO to increase efficiency and reduce aircraft downtime is the key factor that is expected to fuel the growth of the digital MRO market. However, limited budgets that restrain the adoption of MRO hurdle the growth of this market.
The digital MRO market includes major players Boeing (US), General Electric (US), Lufthansa Technik (Germany), SAP (Germany), and IBM (US). These players have spread their business across various countries includes North America, Europe, Asia Pacific, and the Rest of the World. COVID-19 has impacted their businesses as well. Industry experts believe that COVID-19 could affect digital MRO services by 30–40% globally in 2020.

“The artificial intelligence segment of the market is projected to grow at the highest CAGR from 2020 to 2030.”
Based on application, the artificial intelligence segment is projected to grow at the highest CAGR during the forecast period. The growth of this segment can be attributed to the increasing demand for predictive maintenance, part failure analysis, and troubleshooting.

“Based on end user, the MROs segment is projected to lead the digital MRO market across the forecast period.”
Based on end user, the MROs segment is projected to lead during the forecast period. Due to the demand for workflow efficiency and reducing aircraft downtime, the market for MROs is expected to lead during the forecast period.

“The North American region is estimated to account for the largest share of the digital MRO market in 2020.”
The digital MRO market in the North American region is expected to witness substantial growth during the forecast period, owing to the high adoption of digitalization by MROs across the region. The MROs in this region are opting for solutions to optimize the complex repair and maintenance tasks with the help of advanced technologies such as robotics, digital twin, etc.

The break-up of the profiles of primary participants in the digital MRO market is as follows:
• By Company Type: Tier 1 – 30%; Tier 2 – 40%; and Tier 3 – 30%
• By Designation: C Level Executives – 40%; Directors – 32%; and Others – 28%
• By Region: North America – 40%; Europe – 15%; Asia Pacific – 40%; and Rest of the World – 5%

Major players in the digital MRO market are IBM Corporation (US), IFS (Sweden), Ramco Systems (India), Rusada (Switzerland). SAP (Germany), Swiss AviationSoftware (Switzerland), Lufthansa Technik (Germany), General Electric (US), Boeing (US), and Honeywell International (US).

Research Coverage:
This market study covers the digital MRO market across various segments and subsegments. It aims at estimating the size and growth potential of this market across different segments based on end user, application, technology, and region. This study also includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to their product and business offerings, recent developments undertaken by them, and key market strategies adopted by them.

Reasons to Buy this Report:
This report is expected to help market leaders/new entrants by providing them the closest approximations of the revenue numbers for the overall digital MRO market and its segments. This study is also expected to provide region-wise information about the applications wherein digital MRO solutions are used. It also aims at helping the stakeholders understand the competitive landscape of the market, gain insights to improve the position of their businesses, and plan suitable go-to-market strategies. This report is also expected to help them understand the pulse of the market and provide them with information on key drivers, restraints, challenges, and opportunities influencing the growth of the digital MRO market.

【レポートの目次】

1 INTRODUCTION 29
1.1 OBJECTIVES OF THE STUDY 29
1.2 MARKET DEFINITION 29
1.3 STUDY SCOPE 30
1.3.1 REGIONAL SCOPE 30
1.3.2 YEARS CONSIDERED FOR THE STUDY 31
1.4 CURRENCY 31
TABLE 1 USD EXCHANGE RATES 31
1.5 LIMITATIONS 32
1.6 STAKEHOLDERS 32
1.7 SUMMARY OF CHANGES 32
2 RESEARCH METHODOLOGY 33
2.1 RESEARCH DATA 33
FIGURE 1 RESEARCH PROCESS FLOW 33
FIGURE 2 RESEARCH DESIGN 34
2.1.1 SECONDARY DATA 34
2.1.1.1 Key data from secondary sources 35
2.1.2 PRIMARY DATA 35
2.1.2.1 Key data from primary sources 36
FIGURE 3 KEY PRIMARY INSIGHTS 36
2.1.3 MARKET DEFINITION & SCOPE 37
2.1.3.1 Exclusions 37
2.2 RESEARCH APPROACH & METHODOLOGY 37
2.2.1 BOTTOM-UP APPROACH 37
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 38
2.2.2 TOP-DOWN APPROACH 39
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 39
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 39
FIGURE 6 DATA TRIANGULATION 40
2.4 RESEARCH ASSUMPTIONS 41
FIGURE 7 ASSUMPTIONS FOR THE RESEARCH STUDY ON THE DIGITAL MRO MARKET 41
2.5 RISK ANALYSIS 41
3 EXECUTIVE SUMMARY 42
FIGURE 8 MRO END USER SEGMENT PROJECTED TO LEAD DIGITAL MRO MARKET
FROM 2020 TO 2030 42
FIGURE 9 PREDICTIVE MAINTENANCE PROJECTED TO DOMINATE DURING
FORECAST PERIOD 43
FIGURE 10 NORTH AMERICA PROJECTED TO HAVE HIGHEST CAGR IN DIGITAL
MRO MARKET (2020-2030) 43
4 PREMIUM INSIGHTS 44
4.1 ATTRACTIVE OPPORTUNITIES IN DIGITAL MRO MARKET 44
FIGURE 11 INCREASE IN ADOPTION OF BLOCKCHAIN, BIG DATA, AND AI TO DRIVE
THE GROWTH OF DIGITAL MRO MARKET FROM 2020 TO 2030 44
4.2 ASIA PACIFIC DIGITAL MRO MARKET, BY END USER AND COUNTRY 44
FIGURE 12 AIRLINES END USER ESTIMATED TO ACCOUNT FOR LARGEST SHARE
OF ASIA PACIFIC DIGITAL MRO MARKET IN 2020 44
4.3 EUROPE DIGITAL MRO MARKET, BY APPLICATION 45
FIGURE 13 MOBILITY & FUNCTIONALITY SEGMENT OF EUROPEAN DIGITAL MRO
MARKET PROJECTED TO GROW FASTEST FROM 2020 TO 2030 45
4.4 DIGITAL MRO MARKET, BY COUNTRY 45
FIGURE 14 DIGITAL MRO MARKET IN INDIA EXPECTED TO GROW AT HIGHEST
CAGR DURING FORECAST PERIOD 45
5 MARKET OVERVIEW 46
5.1 INTRODUCTION 46
FIGURE 15 TOTAL MRO SPEND, BY REGION/COUNTRY, USD BILLION 46
5.2 MARKET DYNAMICS 47
FIGURE 16 DIGITAL MRO MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES,
AND CHALLENGES 47
5.2.1 DRIVERS 47
5.2.1.1 Increasing demand for predictive, prescriptive, and condition-
based maintenance through data shared by connected aircraft 47
FIGURE 17 ACTIVE CONNECTED AIRCRAFT FLEET SHARE, BY REGION, 2019 48
5.2.1.2 Growing adoption of software-as-a-service (SaaS) 48
5.2.1.3 Rising need for replacing legacy aviation management
information systems 49
5.2.2 RESTRAINTS 49
5.2.2.1 High cost of acquisition of integrated MRO software suite 49
5.2.2.2 Lack of a common data standard 49
5.2.3 OPPORTUNITIES 50
5.2.3.1 Increasing adoption of Internet of Things (IoT), artificial intelligence (AI), blockchain, augmented reality (AR), and big data analytics
by MROs 50
5.2.3.2 Growing demand for 3D-printed parts and robotic inspection 50
5.2.4 CHALLENGES 51
5.2.4.1 Compliance with stringent aviation regulations 51
5.2.4.2 Increasing cybersecurity concerns 51
5.2.4.3 COVID-19 Impact: Reduced global demand for maintenance,
repair, and overhaul (MRO) 51
FIGURE 18 IN-SERVICE FLEET SIZE IN THOUSANDS, 2018-2022 52
5.3 AVERAGE SELLING PRICE TREND, USD 52
FIGURE 19 AVERAGE SELLING PRICE TREND, USD THOUSAND (2018–2020) 52
5.4 VALUE CHAIN ANALYSIS 53
FIGURE 20 VALUE CHAIN ANALYSIS 53
5.4.1 DESIGN & ENGINEERING 53
5.4.2 TECHNOLOGY DEVELOPMENT 53
5.4.3 MAINTENANCE & SUPPORT 53
5.4.4 SIMULATION & TRAINING 54
5.5 ECOSYSTEM/MARKET MAP 54
5.6 CASE STUDIES 54
5.6.1 WEARABLES 54
5.6.1.1 KLM Engineering & Maintenance and Royal Netherlands Aerospace Centre (NLR) have created a joint venture called NUVEON for developing AR/VR based solutions 54
5.6.2 ROBOTICS 54
5.6.2.1 Air New Zealand has teamed up with MRO provider ST Engineering for trial testing of DroScan, a drone-based aircraft inspection solution 54
5.6.3 DIGITAL TWIN 55
5.6.3.1 GE Aviation is producing a digital twin for each engine being manufactured 55
5.6.4 3D PRINTING 55
5.6.4.1 EOS has tied up with Etihad Airways Engineering for MRO 55
5.6.4.2 Royal Netherlands Air Force to 3D print tools that fit into the
custom-made parts of aircraft 55
5.6.5 PREDICTIVE ANALYSIS 56
5.6.5.1 Delta Ops enters into a contract with Airbus for predictive maintenance technology 56
5.6.5.2 Thai Airways partnered with Airbus for developing robotics
for predictive MRO 56
5.7 DIGITAL MRO MARKET SCENARIOS (2016–2030) 56
5.7.1 REALISTIC 56
FIGURE 21 REALISTIC SCENARIO: IMPACT OF COVID-19 ON DIGITAL MRO MARKET,
BY APPLICATION 56
5.7.2 PESSIMISTIC 57
FIGURE 22 PESSIMISTIC SCENARIO: IMPACT OF COVID-19 ON DIGITAL MRO MARKET,
BY APPLICATION 57
5.7.3 OPTIMISTIC 57
FIGURE 23 OPTIMISTIC SCENARIO: IMPACT OF COVID-19 ON DIGITAL MRO MARKET,
BY APPLICATION 57
6 INDUSTRY TRENDS 58
6.1 INTRODUCTION 58
6.2 TECHNOLOGICAL ADVANCEMENTS IN THE AVIATION INDUSTRY 58
6.2.1 AVIATION CLOUD 58
6.2.2 INTERNET OF THINGS (IOT) 59
6.2.3 PRESCRIPTIVE MAINTENANCE 59
6.2.4 AUGMENTED REALITY 59
6.2.5 BLOCKCHAIN APPLICATION IN MRO 59
6.3 TRANSFORMATION OF AVIATION INDUSTRY THROUGH DATA SCIENCE REVOLUTION 59
6.3.1 OPTIMIZATION OF OPERATIONS 60
6.4 EMERGING TRENDS 60
6.4.1 MAINTENANCE ON-THE-GO 60
6.4.2 INCREASED MOBILITY 60
6.4.3 3D PRINTING 60
6.4.4 BIG DATA 60
6.5 APPLICATION AREAS FOR NEW TECHNOLOGIES IN DIGITAL MRO MARKET 61
6.5.1 INTRODUCTION 61
6.5.2 AVIATION CLOUD TECHNOLOGY 61
6.5.3 ADVANCED ANALYTICS AND DIGITAL TRANSFORMATION 61
6.5.4 DATA ROUTING 62
6.5.5 ARTIFICIAL INTELLIGENCE 62
6.5.6 INTERNET OF THINGS 62
6.6 PARAMETERS FOR THE SELECTION OF AN MRO SOFTWARE 62
6.7 INNOVATIONS AND PATENT REGISTRATIONS 63
TABLE 2 INNOVATIONS & PATENT REGISTRATIONS, 2017–2019 63
6.8 IMPACT OF MEGA TREND – AVIATION CLOUD 63
7 DIGITAL MRO MARKET, BY TECHNOLOGY 64
7.1 INTRODUCTION 65
FIGURE 24 PREDICTIVE MAINTENANCE SEGMENT PROJECTED TO DOMINATE
DIGITAL MRO MARKET DURING FORECAST PERIOD 65
TABLE 3 DIGITAL MRO MARKET, BY TECHNOLOGY, 2016–2019 (USD MILLION) 65
TABLE 4 DIGITAL MRO MARKET, BY TECHNOLOGY, 2020–2030 (USD MILLION) 66
7.2 PREDICTIVE MAINTENANCE 66
7.2.1 PREDICTIVE ANALYSIS REDUCES DOWNTIME AND INCREASES
OPERATIONAL EFFICIENCY FOR AIRLINES 66
7.3 AR/VR 66
TABLE 5 AR/VR IN DIGITAL MRO MARKET, BY FUNCTION, 2016–2019 (USD MILLION) 67
TABLE 6 AR/VR IN DIGITAL MRO MARKET, BY FUNCTION, 2020–2030 (USD MILLION) 67
7.3.1 TRAINING 67
7.3.1.1 Reduced human error drives demand for AR VR training of engineers 67
TABLE 7 USE CASE: ENGINEERS 67
7.3.2 OPERATIONS 68
TABLE 8 AR/VR OPERATIONS IN DIGITAL MRO MARKET, BY END USER,
2016–2019 (USD MILLION) 68
TABLE 9 AR/VR OPERATIONS IN DIGITAL MRO MARKET, BY END USER,
2020–2030 (USD MILLION) 68
7.3.2.1 MRO 68
7.3.2.1.1 Quick MRO turnaround time drives use of AR VR technology 68
TABLE 10 USE CASE: MRO 68
7.3.2.2 Airlines 69
7.3.2.2.1 Need to reduce airline operating costs drives demand
for AR VR 69
TABLE 11 USE CASE: AIRLINES 69
7.3.2.3 OEMs 69
7.3.2.3.1 Optimizing aviation manufacturing and design made possible with AR VR 69
TABLE 12 USE CASE: OEMS 70
7.4 3D PRINTING 70
7.4.1 3D PRINTING IN MRO IS EXPECTED TO HELP REDUCE THE TIME REQUIRED
TO SOURCE PARTS DURING MAINTENANCE 70
7.5 BLOCKCHAIN 70
7.5.1 BLOCKCHAIN IS USEFUL IN THE COMPLEX SUPPLY CHAIN OF MROS, WHEREIN FAILURE, THE RISK OF CYBERATTACKS, AND HIGH COST ARE INVOLVED 70
7.6 ARTIFICIAL INTELLIGENCE 70
7.6.1 ARTIFICIAL INTELLIGENCE IS HELPFUL IN PREDICTIVE MAINTENANCE
AND TURNING AN UNSCHEDULED MAINTENANCE INTO A SCHEDULED MAINTENANCE BY PREDICTING FAILURES 70
7.7 ROBOTICS 71
7.7.1 ROBOTS ARE INCREASINGLY BEING USED BY MROS FOR MULTIPLE APPLICATIONS, SUCH AS REPAIRS AND INSPECTIONS 71
7.7.2 DRONES 71
7.7.3 ROBOTS 71
7.8 BIG DATA ANALYTICS 71
7.8.1 MROS HAVE NOT TAKEN ADVANTAGE OF BIG DATA FOR MAINTENANCE MANAGEMENT TO HELP REAP BENEFITS, SUCH AS FASTER TURNAROUND TIMES, INCREASED AIRCRAFT AVAILABILITY, COST SAVINGS, AND FEWER MAINTENANCE DELAYS 71
7.9 DIGITAL TWIN 72
7.9.1 GE UTILIZES ITS DIGITAL TWIN TECHNOLOGY FOR CONTINUOUSLY MONITORING AIRCRAFT ENGINES PRODUCED TILL DATE FOR PERFORMANCE MONITORING USING ITS IOT SENSORS 72
7.10 INTERNET OF THINGS 72
7.10.1 INTERNET OF THINGS IS EXPECTED TO HELP REDUCE UNSCHEDULED MAINTENANCE, AS ALL CONNECTED DEVICES CONTINUOUSLY FEED
DATA INTO A CENTRALIZED SYSTEM 72
8 DIGITAL MRO MARKET, BY APPLICATION 73
8.1 INTRODUCTION 74
FIGURE 25 PERFORMANCE MONITORING PROJECTED TO LEAD DIGITAL MRO MARKET DURING FORECAST PERIOD 74
TABLE 13 DIGITAL MRO MARKET, BY APPLICATION, 2016–2019 (USD MILLION) 74
TABLE 14 DIGITAL MRO MARKET, BY APPLICATION, 2020–2030 (USD MILLION) 75
8.2 INSPECTION 75
8.2.1 ADVANCEMENTS IN THE ROBOTICS TECHNOLOGY ARE EXPECTED TO LEAD TO AN INCREASE IN THE DEMAND FOR ROBOT-BASED INSPECTION 75
8.3 PERFORMANCE MONITORING 75
8.3.1 IOT SENSORS PROVIDE REAL-TIME INFORMATION ABOUT AIRCRAFT ENGINE COMPONENTS, WHICH HELPS IN THE IMPROVEMENT OF ENGINES, AND PREDICTIVE ANALYSIS 75
8.4 PREDICTIVE ANALYSIS 76
8.4.1 INCREASING NEXT-GENERATION AIRCRAFT FLEET IS EXPECTED TO DRIVE
THE DEMAND FOR PREDICTIVE ANALYTICS 76
8.5 PART REPLACEMENT 76
8.5.1 INCREASING DEMAND FOR 3D PRINTED PARTS IS EXPECTED TO DRIVE
THE DEMAND FOR PART REPLACEMENT 76
8.6 MOBILITY & FUNCTIONALITY 76
8.6.1 MOBILITY & FUNCTIONALITY INCLUDES ADVANCED SOFTWARE WHICH IS USED TO INTEGRATE DATA AND CONNECT WITH OTHER PARTIES 76
9 DIGITAL MRO MARKET, BY END USER 77
9.1 INTRODUCTION 78
9.2 COVID-19 IMPACT ON END USER SEGMENTS OF DIGITAL MRO MARKET 78
9.2.1 MOST IMPACTED END USER SEGMENT 78
9.2.2 LEAST IMPACTED END USER SEGMENT 78
FIGURE 26 AIRLINES PROJECTED TO LEAD DIGITAL MRO MARKET DURING
FORECAST PERIOD 79
TABLE 15 DIGITAL MRO MARKET, BY END USER, 2016–2019 (USD MILLION) 79
TABLE 16 DIGITAL MRO MARKET, BY END USER, 2020–2030 (USD MILLION) 79
9.3 AIRLINES 80
TABLE 17 DIGITAL MRO MARKET, BY AIRLINE TYPE, 2016–2019 (USD MILLION) 80
TABLE 18 DIGITAL MRO MARKET, BY AIRLINE BY AIRLINE TYPE,
2020–2030 (USD MILLION) 80
9.3.1 SMALL AIRLINES 80
9.3.1.1 Small airlines outsource most of their aircraft MRO operations
to save costs on capital investment and human resources 80
9.3.2 MEDIUM AIRLINES 81
9.3.2.1 Medium airlines have dedicated MRO hangars and use
sophisticated software to undertake core operations 81
9.3.3 LARGE AIRLINES 81
9.3.3.1 Most large airlines completely digitalize activities by sharing
real-time data with OEMs and third-party MROs 81
9.4 MRO 81
TABLE 19 DIGITAL MRO MARKET, BY MRO TYPE, 2016–2019 (USD MILLION) 81
TABLE 20 DIGITAL MRO MARKET, BY MROS, 2020–2030 (USD MILLION) 82
9.4.1 SMALL MRO 82
9.4.1.1 Limited budgets have restrained the adoption of digital MRO by small MRO service providers, as most of their capital investment is required for other core functions 82
9.4.2 MEDIUM MRO 82
9.4.2.1 Most medium MRO service providers are in a transitory stage; they are focused on enhancing their IT capabilities by shifting from the ERP module to the digitalization of the entire ecosystem 82
9.4.3 LARGE MRO 82
9.4.3.1 Large MRO service providers are focused on the acquisition of health monitoring software, asset management software, and resource planning software to enhance operational efficiency 82
9.5 OEM 83
TABLE 21 DIGITAL MRO MARKET, BY OEM TYPE, 2016–2019 (USD MILLION) 83
TABLE 22 DIGITAL MRO MARKET, BY OEM TYPE, 2020–2030 (USD MILLION) 83
9.5.1 AIRCRAFT OEM 83
9.5.1.1 Aircraft manufacturers use advanced software suites to facilitate real-time data sharing with airlines and MROs 83
9.5.2 ENGINE OEM 83
9.5.2.1 Engine manufacturers and system manufacturers share data generated from sensors installed on different systems in aircraft 83
10 REGIONAL ANALYSIS 84
10.1 INTRODUCTION 85
10.2 COVID-19 IMPACT ON DIGITAL MRO MARKET, BY REGION 85
FIGURE 27 PROJECTED REGIONAL DECREASE IN MRO SPEND, BY REGION, 2021 85
FIGURE 28 IMPACT OF COVID-19 ON DIGITAL MRO MARKET 86
FIGURE 29 DIGITAL MRO MARKET: REGIONAL SNAPSHOT 86
TABLE 23 DIGITAL MRO MARKET SIZE, BY TECHNOLOGY, 2016–2019 (USD MILLION) 87
TABLE 24 DIGITAL MRO MARKET SIZE, BY TECHNOLOGY, 2020–2030 (USD MILLION) 87
TABLE 25 DIGITAL MRO MARKET SIZE, BY END USER, 2016–2019 (USD MILLION) 87
TABLE 26 DIGITAL MRO MARKET SIZE, BY END USER, 2020–2030 (USD MILLION) 88
TABLE 27 DIGITAL MRO MARKET SIZE, BY APPLICATION, 2016–2019 (USD MILLION) 88
TABLE 28 DIGITAL MRO MARKET SIZE, BY APPLICATION, 2020–2030 (USD MILLION) 88
TABLE 29 DIGITAL MRO MARKET SIZE, BY REGION, 2016–2019 (USD MILLION) 88
TABLE 30 DIGITAL MRO MARKET SIZE, BY REGION, 2020–2030 (USD MILLION) 89
10.3 NORTH AMERICA 89
10.3.1 COVID-19 RESTRICTIONS IN NORTH AMERICA 89
10.3.2 NORTH AMERICA: DIGITAL MRO AVERAGE SELLING PRICE TREND 90
FIGURE 30 NORTH AMERICA: DIGITAL MRO AVERAGE SELLING PRICE TREND 90
10.3.3 PESTLE ANALYSIS: NORTH AMERICA 90
FIGURE 31 NORTH AMERICA DIGITAL MRO MARKET SNAPSHOT 91
TABLE 31 NORTH AMERICA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 92
TABLE 32 NORTH AMERICA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 92
TABLE 33 NORTH AMERICA: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 92
TABLE 34 NORTH AMERICA: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 93
TABLE 35 NORTH AMERICA: DIGITAL MRO MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 93
TABLE 36 NORTH AMERICA: DIGITAL MRO MARKET SIZE, BY APPLICATION,
2020–2030 (USD MILLION) 93
TABLE 37 NORTH AMERICA: DIGITAL MRO MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 93
TABLE 38 NORTH AMERICA: DIGITAL MRO MARKET SIZE, BY COUNTRY,
2020–2030 (USD MILLION) 94
10.3.4 US 94
10.3.4.1 Increasing procurement and upgradation of existing aircraft
has led to the modernization of aircraft fleet 94
TABLE 39 US: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 94
TABLE 40 US: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 95
TABLE 41 US: DIGITAL MRO MARKET SIZE, BY END USER, 2016–2019 (USD MILLION) 95
TABLE 42 US: DIGITAL MRO MARKET SIZE, BY END USER, 2020–2030 (USD MILLION) 95
10.3.5 CANADA 96
10.3.5.1 Modernization plans to enhance narrow-body aircraft fleet is expected to drive the market for digital MRO in Canada 96
TABLE 43 CANADA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 96
TABLE 44 CANADA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 96
TABLE 45 CANADA: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 97
TABLE 46 CANADA: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 97
10.4 EUROPE 97
10.4.1 COVID-19 RESTRICTIONS IN EUROPE 97
10.4.2 EUROPE: DIGITAL MRO AVERAGE SELLING PRICE TREND 99
FIGURE 32 EUROPE: DIGITAL MRO AVERAGE SELLING PRICE TREND 99
10.4.3 PESTLE ANALYSIS: EUROPE 99
FIGURE 33 EUROPE DIGITAL MRO MARKET SNAPSHOT 100
TABLE 47 EUROPE: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 101
TABLE 48 EUROPE: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 101
TABLE 49 EUROPE: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 101
TABLE 50 EUROPE: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 102
TABLE 51 EUROPE: DIGITAL MRO MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 102
TABLE 52 EUROPE: DIGITAL MRO MARKET SIZE, BY APPLICATION,
2020–2030 (USD MILLION) 102
TABLE 53 EUROPE: DIGITAL MRO MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 103
TABLE 54 EUROPE: DIGITAL MRO MARKET SIZE, BY COUNTRY,
2020–2030 (USD MILLION) 103
10.4.4 GERMANY 103
10.4.4.1 Presence of OEM facilities for aircraft maintenance and focus on digitalization of entire IT infrastructure is expected to drive digital MRO market in Germany 103
TABLE 55 GERMANY: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 104
TABLE 56 GERMANY: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 104
TABLE 57 GERMANY: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 104
TABLE 58 GERMANY: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 105
10.4.5 UK 105
10.4.5.1 Presence of major aircraft OEM subsidiaries is contributing to the demand for MRO services in the UK 105
TABLE 59 UK: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 105
TABLE 60 UK: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 106
TABLE 61 UK: DIGITAL MRO MARKET SIZE, BY END USER, 2016–2019 (USD MILLION) 106
TABLE 62 UK: DIGITAL MRO MARKET SIZE, BY END USER, 2020–2030 (USD MILLION) 106
10.4.6 FRANCE 107
10.4.6.1 Presence of major aircraft OEMs, such as Airbus, is projected to drive the growth of the digital MRO market in France 107
TABLE 63 FRANCE: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 107
TABLE 64 FRANCE: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 107
TABLE 65 FRANCE: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 108
TABLE 66 FRANCE: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 108
10.4.7 SPAIN 108
10.4.7.1 High demand for digital MRO from small airlines and OEM
facilities to carry out retrofitting of aircraft is expected to
drive the market in Spain 108
TABLE 67 SPAIN: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 108
TABLE 68 SPAIN: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 109
TABLE 69 SPAIN: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 109
TABLE 70 SPAIN: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 109
10.4.8 SWEDEN 110
10.4.8.1 Increase in fleet size of leading airlines is expected to drive the demand for MRO services in Sweden 110
TABLE 71 SWEDEN: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 110
TABLE 72 SWEDEN: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 110
TABLE 73 SWEDEN: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 111
TABLE 74 SWEDEN: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 111
10.4.9 RUSSIA 111
10.4.9.1 Need to upgrade existing aircraft components and procurement
of new aircraft is contributing to the growth of the digital MRO
market in Russia 111
TABLE 75 RUSSIA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 111
TABLE 76 RUSSIA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 112
TABLE 77 RUSSIA: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 112
TABLE 78 RUSSIA: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 112
10.4.10 NETHERLANDS 113
10.4.10.1 Need for digitalization of MRO services and expansion of
medium MROs and airlines is driving the demand for
advanced aviation software 113
TABLE 79 NETHERLANDS: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 113
TABLE 80 NETHERLANDS: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 113
TABLE 81 NETHERLANDS: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 114
TABLE 82 NETHERLANDS: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 114
10.4.11 REST OF EUROPE 114
TABLE 83 REST OF EUROPE: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 114
TABLE 84 REST OF EUROPE: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 115
TABLE 85 REST OF EUROPE: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 115
TABLE 86 REST OF EUROPE: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 115
10.5 ASIA PACIFIC 116
10.5.1 ASIA PACIFIC COVID-19 RESTRICTIONS 116
10.5.2 ASIA PACIFIC: DIGITAL MRO AVERAGE SELLING PRICE TREND 117
FIGURE 34 ASIA PACIFIC: DIGITAL MRO AVERAGE SELLING PRICE TREND 117
10.5.3 PESTLE ANALYSIS: ASIA PACIFIC 117
FIGURE 35 ASIA PACIFIC DIGITAL MRO MARKET SNAPSHOT 118
TABLE 87 ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 119
TABLE 88 ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 119
TABLE 89 ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 119
TABLE 90 ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 120
TABLE 91 ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 120
TABLE 92 ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY APPLICATION,
2020–2030 (USD MILLION) 120
TABLE 93 ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 120
TABLE 94 ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY COUNTRY,
2020–2030 (USD MILLION) 121
10.5.4 CHINA 121
10.5.4.1 Expected high demand for narrow-body aircraft and wide-body aircraft post COVID-19 pandemic is projected to contribute to the growth of digital MRO in China 121
TABLE 95 CHINA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 121
TABLE 96 CHINA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 122
TABLE 97 CHINA: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 122
TABLE 98 CHINA: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 122
10.5.5 JAPAN 122
10.5.5.1 Increasing aircraft deliveries and the need to upgrade existing aircraft systems are driving Japan’s digital MRO market 122
TABLE 99 JAPAN: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 123
TABLE 100 JAPAN: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 123
TABLE 101 JAPAN: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 123
TABLE 102 JAPAN: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 124
10.5.6 INDIA 124
10.5.6.1 High demand for MRO services from airlines to drive
digital MRO market in India 124
TABLE 103 INDIA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 124
TABLE 104 INDIA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 125
TABLE 105 INDIA: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 125
TABLE 106 INDIA: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 125
10.5.7 SINGAPORE 125
10.5.7.1 Increasing adoption of MRO services in the country is expected to drive the market for digital MRO in Singapore 125
TABLE 107 SINGAPORE: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 126
TABLE 108 SINGAPORE: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 126
TABLE 109 SINGAPORE: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 126
TABLE 110 SINGAPORE: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 127
10.5.8 REST OF ASIA PACIFIC 127
TABLE 111 REST OF ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 127
TABLE 112 REST OF ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 128
TABLE 113 REST OF ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 128
TABLE 114 REST OF ASIA PACIFIC: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 128
10.6 REST OF THE WORLD (ROW) 129
10.6.1 ROW COVID-19 RESTRICTIONS 129
10.6.2 ROW: DIGITAL MRO AVERAGE SELLING PRICE TREND 129
FIGURE 36 ROW: DIGITAL MRO AVERAGE SELLING PRICE TREND 129
10.6.3 PESTLE ANALYSIS: ROW 130
TABLE 115 ROW: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 131
TABLE 116 ROW: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 131
TABLE 117 ROW: DIGITAL MRO MARKET SIZE, BY END USER, 2016–2019 (USD MILLION) 132
TABLE 118 ROW: DIGITAL MRO MARKET SIZE, BY END USER, 2020–2030 (USD MILLION) 132
TABLE 119 ROW: DIGITAL MRO MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 132
TABLE 120 ROW: DIGITAL MRO MARKET SIZE, BY APPLICATION,
2020–2030 (USD MILLION) 132
TABLE 121 ROW: DIGITAL MRO MARKET SIZE, BY REGION, 2016–2019 (USD MILLION) 133
TABLE 122 ROW: DIGITAL MRO MARKET SIZE, BY REGION, 2020–2030 (USD MILLION) 133
10.6.4 LATIN AMERICA 133
10.6.4.1 Expansion of the airline industry in Latin America presents growth opportunities to developers of digital MRO 133
TABLE 123 LATIN AMERICA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 133
TABLE 124 LATIN AMERICA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 134
TABLE 125 LATIN AMERICA: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 134
TABLE 126 LATIN AMERICA: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 134
10.6.5 MIDDLE EAST 135
10.6.5.1 Increased investments in airspace infrastructure, high demand
for MRO services, and successful implementation of the low-cost carrier business model are driving the market for digital MRO
in the Middle East 135
TABLE 127 MIDDLE EAST: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 135
TABLE 128 MIDDLE EAST: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 136
TABLE 129 MIDDLE EAST: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 136
TABLE 130 MIDDLE EAST: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 136
10.6.6 AFRICA 137
10.6.6.1 Increase in demand for part replacement MRO services is expected to drive the market for digital MRO in Africa 137
TABLE 131 AFRICA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2016–2019 (USD MILLION) 137
TABLE 132 AFRICA: DIGITAL MRO MARKET SIZE, BY TECHNOLOGY,
2020–2030 (USD MILLION) 137
TABLE 133 AFRICA: DIGITAL MRO MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 138
TABLE 134 AFRICA: DIGITAL MRO MARKET SIZE, BY END USER,
2020–2030 (USD MILLION) 138
11 COMPETITIVE LANDSCAPE 139
11.1 INTRODUCTION 139
11.1.1 MARKET EVALUATION FRAMEWORK 139
FIGURE 37 KEY DEVELOPMENTS ADOPTED BY LEADING PLAYERS IN DIGITAL
MRO MARKET BETWEEN 2015 AND 2020 140
11.2 COMPETITIVE LEADERSHIP MAPPING 141
11.2.1 STAR 141
11.2.2 EMERGING LEADER 141
11.2.3 PERVASIVE 141
11.2.4 PARTICIPANT 141
FIGURE 38 COMPETITIVE LEADERSHIP MAPPING, 2019 142
11.3 COMPETITIVE LEADERSHIP MAPPING OF START-UPS 142
11.3.1 PROGRESSIVE COMPANIES 142
11.3.2 RESPONSIVE COMPANIES 142
11.3.3 STARTING BLOCKS 143
11.3.4 DYNAMIC COMPANIES 143
FIGURE 39 COMPETITIVE LEADERSHIP MAPPING OF START-UPS, 2019 143

11.4 MARKET SHARE OF KEY PLAYERS, 2020 144
FIGURE 40 MARKET SHARE ANALYSIS OF TOP PLAYERS IN DIGITAL MRO MARKET, 2020 144
11.5 RANKING AND REVENUE ANALYSIS OF KEY PLAYERS, 2020 145
FIGURE 41 MARKET RANKING OF TOP PLAYERS IN DIGITAL MRO MARKET, 2020 145
FIGURE 42 REVENUE ANALYSIS OF DIGITAL MRO MARKET PLAYERS 145
11.6 COMPETITIVE SCENARIO 146
11.6.1 NEW PRODUCT LAUNCHES 146
TABLE 135 NEW PRODUCT LAUNCHES, 2018 146
11.6.2 AGREEMENTS, PARTNERSHIPS, ACQUISITIONS, AND COLLABORATIONS 146
TABLE 136 AGREEMENTS, PARTNERSHIPS, ACQUISITIONS, AND COLLABORATIONS, 2015–2019 146
11.6.3 CONTRACTS 147
TABLE 137 CONTRACTS, 2017–2019 147
12 COMPANY PROFILES 151
12.1 INTRODUCTION 151
(Business Overview, products & solutions offered, Recent Developments, MnM View, products & solutions offered, Strategic Choices, Weaknesses and Competitive Threats)*
12.2 ANSYS 152
FIGURE 43 ANSYS: COMPANY SNAPSHOT 152
12.3 BOEING 154
FIGURE 44 BOEING: COMPANY SNAPSHOT 154
12.4 CAPGEMINI 157
FIGURE 45 CAPGEMINI: COMPANY SNAPSHOT 157
12.5 SAP 159
FIGURE 46 SAP: COMPANY SNAPSHOT 159
12.6 GENERAL ELECTRIC (GE) 161
FIGURE 47 GENERAL ELECTRIC: COMPANY SNAPSHOT 161
12.7 HEXAWARE 163
FIGURE 48 HEXAWARE: COMPANY SNAPSHOT 163
12.8 HONEYWELL 165
FIGURE 49 HONEYWELL: COMPANY SNAPSHOT 165
12.9 IFS 167
FIGURE 50 IFS: COMPANY SNAPSHOT 167
12.10 INTERNATIONAL BUSINESS MACHINES (IBM) 169
FIGURE 51 IBM: COMPANY SNAPSHOT 169
12.11 LUFTHANSA TECHNIK 171
FIGURE 52 LUFTHANSA TECHNIK: COMPANY SNAPSHOT 171
12.12 RAMCO SYSTEMS 173
FIGURE 53 RAMCO SYSTEMS: COMPANY SNAPSHOT 173
12.13 RUSADA 175
12.14 SWISS AVIATIONSOFTWARE 176
12.15 WINAIR 178
12.16 PTC INC 179
FIGURE 54 PTC INC: COMPANY SNAPSHOT 179
12.17 TRAXXALL 181
12.18 EON REALITY 182
12.19 AERO GLASS 183
12.20 SITA 184
12.21 ATHEER AIR 185
12.22 STARTUP/SME PROFILES 186
12.22.1 JASOREN 186
12.22.2 FUTURE VISUAL 186
12.22.3 FOUNTX 186
12.22.4 MAGIC LEAP 186
12.22.5 OCULUS VR 186
*Details on Business Overview, products & solutions offered, Recent Developments, MnM View, products & solutions offered, Strategic Choices, Weaknesses and Competitive Threats might not be captured in case of unlisted companies.
13 DIGITAL MRO ADJACENT MARKETS 187
13.1 INTRODUCTION 188
13.2 MRO SOFTWARE MARKET 188
13.2.1 MARKET DEFINITION 188
13.2.2 DIGITAL MRO MARKET, BY SOLUTION 188
FIGURE 55 SOFTWARE SEGMENT EXPECTED TO LEAD MRO SOFTWARE MARKET IN AVIATION DURING FORECAST PERIOD 188
TABLE 138 MRO SOFTWARE MARKET IN AVIATION, BY SOLUTION, 2018–2025 (USD MILLION) 189
13.2.3 SOFTWARE 189
TABLE 139 MRO SOFTWARE MARKET IN AVIATION, BY SOFTWARE TYPE, 2018–2025 (USD MILLION) 189
13.2.3.1 Enterprise resource planning (ERP) solution 189
13.2.3.1.1 New ERP solutions enable higher mobility of data and allow employees to access ERP applications from their home computers or smartphones 189
13.2.3.2 Point solution 190
13.2.3.2.1 Point solutions are designed to solve specific MRO-related problems in the aviation industry 190
13.2.3.3 Suite 190
13.2.3.3.1 Suite helps in demand-driven inventory planning for materials requirement, as well as enhanced maintenance and service planning and execution for complex assets 190
13.2.4 SERVICES 190
TABLE 140 MRO SOFTWARE MARKET IN AVIATION FOR SERVICES, BY APPLICATION, 2018–2025 (USD MILLION) 190
13.2.4.1 Deployment & integration 191
13.2.4.1.1 Deployment & integration services include infrastructure assessment and planning services, interface design and development, upgrade assistance, and ongoing IT support 191
13.2.4.2 Consulting 191
13.2.4.2.1 Consulting services providers offer methods to overcome lack of technical expertise to deploy and manage data in organizations 191
13.2.4.3 Support, maintenance & upgradation 191
13.2.4.3.1 Support, maintenance & upgradation services help improve operations and gain control over existing systems 191
14 APPENDIX 192
14.1 DISCUSSION GUIDE 192
14.2 KNOWLEDGE STORE: MARKETSANDMARKETS™ SUBSCRIPTION PORTAL 195
14.3 AVAILABLE CUSTOMIZATIONS 197
14.4 RELATED REPORTS 197
14.5 AUTHOR DETAILS 198



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[デジタルMROの世界市場予測(~2030):技術別、エンドユーザー別、用途別、地域別] ( Digital MRO Market by Technology (Predictive Maintenance, AR/VR, 3D Printing, Blockchain, Artificial Intelligence, Robotics, Big Data Analytics, Digital Twin, IOT), End-User (MROs, Airlines, OEMs), Application, Region - Global Forecast to 2030 / AS 7330) についてEメールでお問い合わせ


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