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디지털 MRO 시장 : 2030년 까지의 세계 예측

출판 : MarketsandMarkets (마켓츠앤마켓츠)   출판년월 : 2023년05월

디지털 MRO 시장 : 기술(AR/VR, 클라우드 컴퓨팅, 3D 인쇄, 로봇, AI, 빅 데이터 분석, 디지털 트윈 및 시뮬레이션, 블록체인, IoT), 최종 사용자(MRO, 항공사, OEM), 애플리케이션, 지역별 – 2030년 까지의 세계 예측
Digital MRO Market by Technology (AR/VR, Cloud Computing, 3D Printing, Robotics, AI and Big Data Analytics, Digital Twin and Simulation, Blockchain, IoT), End User (MROs, Airlines, OEMs), Application, Region – Global Forecast to 2030

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리포트목차    주문/문의    납기/라이센스안내

 

The digital MRO market is projected to grow from USD 0.9 billion in 2023 to USD 2.0 billion by 2030, at a CAGR of 13.0% from 2023 to 2030. The market for digital MRO is driven by various factors such as increasing adoption of software-as-a-service (SaaS) and rising need for replacing legacy aviation management information systems. However, high cost of acquisition of integrated MRO software suite and lack of a common data standard are limiting the overall growth of the market.

디지털 MRO 시장 : 기술(AR/VR, 클라우드 컴퓨팅, 3D 인쇄, 로봇, AI, 빅 데이터 분석, 디지털 트윈 및 시뮬레이션, 블록체인, IoT), 최종 사용자(MRO, 항공사, OEM), 애플리케이션, 지역별 - 2030년 까지의 세계 예측 Digital MRO Market by Technology (AR/VR, Cloud Computing, 3D Printing, Robotics, AI and Big Data Analytics, Digital Twin and Simulation, Blockchain, IoT), End User (MROs, Airlines, OEMs), Application, Region - Global Forecast to 2030
“Inventory Management: The second largest share in application segment in the digital MRO market in 2023”
The inventory management segment is projected to grow at second highest CAGR during the forecast period and has the second largest share of the market in 2023. The growth of this segment can be attributed to increasing demand to lower inventory expenses with better purchasing selections. The need for real-time inventory level monitoring, tracking of parts used and predictive maintenance planning is driving the inventory management segment of digital MRO market.

디지털 MRO 시장 : 기술(AR/VR, 클라우드 컴퓨팅, 3D 인쇄, 로봇, AI, 빅 데이터 분석, 디지털 트윈 및 시뮬레이션, 블록체인, IoT), 최종 사용자(MRO, 항공사, OEM), 애플리케이션, 지역별 - 2030년 까지의 세계 예측 Digital MRO Market by Technology (AR/VR, Cloud Computing, 3D Printing, Robotics, AI and Big Data Analytics, Digital Twin and Simulation, Blockchain, IoT), End User (MROs, Airlines, OEMs), Application, Region - Global Forecast to 2030
“Airlines: The second largest share in end user segment in the digital MRO market in 2023”

The Airlines segment is projected to have the second largest share in 2023. The increased use of sophisticated software to undertake core operations and the increased digitalization activities by sharing real-time data with OEMs and third-party MROs are expected to drive the market. The use of digital technologies to foresee equipment breakdowns and maintenance in advanced by utilizing modern analytics and machine learning algorithms thereby improving operational effectiveness is driving the airlines to use digital MRO solutions.

디지털 MRO 시장 : 기술(AR/VR, 클라우드 컴퓨팅, 3D 인쇄, 로봇, AI, 빅 데이터 분석, 디지털 트윈 및 시뮬레이션, 블록체인, IoT), 최종 사용자(MRO, 항공사, OEM), 애플리케이션, 지역별 - 2030년 까지의 세계 예측 Digital MRO Market by Technology (AR/VR, Cloud Computing, 3D Printing, Robotics, AI and Big Data Analytics, Digital Twin and Simulation, Blockchain, IoT), End User (MROs, Airlines, OEMs), Application, Region - Global Forecast to 2030
“The European region is estimated to have the second highest CAGR in the digital MRO market in the forecasted period”
Europe is estimated to account for the second largest CAGR in the digital MRO in the forecasted year. The European region for this study comprises of France, UK, Germany, Russia, Sweden, Spain, Netherlands and Rest of Europe. The increased focus to drive the digital MRO market and presence of major OEMs such as Airbus is projected to drive the growth of the digital MRO market.

The break-up of the profiles of primary participants in the digital MRO market is as follows:
• By Company Type: Tier 1 – 49%; Tier 2 – 37%; and Tier 3 – 14%
• By Designation: C Level Executives – 55%; Directors – 27%; and Others – 18%
• By Region: North America – 32%; Europe – 33%; Asia Pacific – 25%; and Rest of the World – 10%
Major players in the digital MRO market are IFS (Sweden), IBM Corporation (US), Rusada (Switzerland). Swiss AviationSoftware (Switzerland), General Electric (US), Lufthansa Technik (Germany), and Honeywell International Inc. (US).

디지털 MRO 시장 : 기술(AR/VR, 클라우드 컴퓨팅, 3D 인쇄, 로봇, AI, 빅 데이터 분석, 디지털 트윈 및 시뮬레이션, 블록체인, IoT), 최종 사용자(MRO, 항공사, OEM), 애플리케이션, 지역별 - 2030년 까지의 세계 예측 Digital MRO Market by Technology (AR/VR, Cloud Computing, 3D Printing, Robotics, AI and Big Data Analytics, Digital Twin and Simulation, Blockchain, IoT), End User (MROs, Airlines, OEMs), Application, Region - Global Forecast to 2030
Research Coverage: The market study covers the digital MRO market across segments. It aims at estimating the market size and the growth potential of this market across different segments, such as platform, vertical and region. The study also includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.
Key benefits of buying this report: This report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall digital MRO market and its subsegments. The report covers the entire ecosystem of the digital MRO industry and will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report will also help stakeholders understand the pulse of the market and provide them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
Analysis of key drivers (Increasing demand for predictive, prescriptive, and condition-based maintenance through data shared by connected aircraft; Growing adoption of software-as-a-service (SaaS); Rising need for replacing legacy aviation management information systems), restraints (High acquisition cost of integrated MRO software suite; Lack of common data standard), opportunities (Increasing adoption of IoT, AI, blockchain, AR, and big data analytics by MRO; Growing demand for 3D-printed parts and robotic inspection), and challenges (Compliance with stringent aviation regulations; Increasing cybersecurity concerns) influencing the growth of the digital MRO market
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the digital MRO market
• Market Development: Comprehensive information about lucrative markets – the report analyses the digital MRO market across varied regions
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the digital MRO market
• Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like Capgemini (France), Rusada (Switzerland), Ramco Systems (India), IFS (Sweden) and Hexaware Technologies Limited (India) among others in the digital MRO market


목차

1 INTRODUCTION 29
1.1 STUDY OBJECTIVES 29
1.2 MARKET DEFINITION 30
1.3 INCLUSIONS AND EXCLUSIONS 30
1.4 MARKET SEGMENTATION 31
1.4.1 MARKET SCOPE 31
1.4.2 REGIONAL SCOPE 31
1.5 YEARS CONSIDERED 32
1.6 CURRENCY CONSIDERED 32
TABLE 1 USD EXCHANGE RATES 32
1.7 LIMITATIONS 33
1.8 STAKEHOLDERS 33
1.9 SUMMARY OF CHANGES 33
2 RESEARCH METHODOLOGY 34
2.1 RESEARCH DATA 34
FIGURE 1 RESEARCH PROCESS FLOW 34
FIGURE 2 RESEARCH DESIGN 35
2.1.1 SECONDARY DATA 35
2.1.1.1 Key data from secondary sources 36
2.1.2 PRIMARY DATA 36
TABLE 2 KEY PRIMARY SOURCES 37
2.1.2.1 Key data from primary sources 37
2.1.2.2 Breakdown of primaries, by company type, designation, and region 38
2.2 FACTOR ANALYSIS 38
2.2.1 INTRODUCTION 38
2.2.2 DEMAND-SIDE INDICATORS 38
2.2.3 SUPPLY-SIDE INDICATORS 39
2.2.4 RECESSION IMPACT ANALYSIS 39
2.3 MARKET SIZE ESTIMATION 39
2.3.1 BOTTOM-UP APPROACH 40
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 40
2.3.2 TOP-DOWN APPROACH 41
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 41
2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 41
FIGURE 5 DATA TRIANGULATION 42
2.5 RESEARCH ASSUMPTIONS 43
FIGURE 6 RESEARCH ASSUMPTIONS 43
2.6 RISK ANALYSIS 43
3 EXECUTIVE SUMMARY 44
FIGURE 7 MROS SEGMENT TO DOMINATE MARKET FROM 2023 TO 2030 44
FIGURE 8 ARTIFICIAL INTELLIGENCE AND BIG DATA ANALYTICS TO LEAD MARKET DURING FORECAST PERIOD 45
FIGURE 9 PREDICTIVE MAINTENANCE SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 45
FIGURE 10 ASIA PACIFIC TO REGISTER HIGHEST CAGR FROM 2023 TO 2030 46
4 PREMIUM INSIGHTS 47
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DIGITAL MRO MARKET 47
FIGURE 11 INCREASED ADOPTION OF AR/VR, BIG DATA, AND AI TO DRIVE MARKET 47
4.2 ASIA PACIFIC DIGITAL MRO MARKET, BY APPLICATION 47
FIGURE 12 PREDICTIVE MAINTENANCE TO ACCOUNT FOR LARGEST SHARE OF ASIA PACIFIC DIGITAL MRO MARKET IN 2023 47
4.3 EUROPEAN DIGITAL MRO MARKET, BY END USER 48
FIGURE 13 MROS SEGMENT OF EUROPEAN DIGITAL MRO MARKET TO GROW FASTEST RATE FROM 2023 TO 2030 48
4.4 DIGITAL MRO MARKET, BY COUNTRY 48
FIGURE 14 DIGITAL MRO MARKET IN INDIA TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 48
5 MARKET OVERVIEW 49
5.1 INTRODUCTION 49
5.2 MARKET DYNAMICS 49
FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES IN DIGITAL MRO MARKET 49
5.2.1 DRIVERS 50
5.2.1.1 Increasing demand for predictive, prescriptive, and condition-based maintenance through data shared by connected aircraft 50
5.2.1.2 Growing adoption of Software-as-a-Service (SaaS) 50
5.2.1.3 Rising need for replacing legacy aviation management information systems 51
5.2.2 RESTRAINTS 51
5.2.2.1 High acquisition cost of integrated MRO software suite 51
5.2.2.2 Lack of common data standard 51
5.2.3 OPPORTUNITIES 52
5.2.3.1 Increasing adoption of IoT, AI, blockchain, AR, and big data analytics by MRO 52
5.2.3.2 Growing demand for 3D-printed parts and robotic inspection 52
5.2.4 CHALLENGES 53
5.2.4.1 Compliance with stringent aviation regulations 53
5.2.4.2 Increasing cybersecurity concerns 53
5.3 DIGITAL MRO MARKET ECOSYSTEM 54
5.3.1 DIGITAL TECHNOLOGY PROVIDERS 54

5.3.2 MROS 54
5.3.3 AIRLINES 54
FIGURE 16 DIGITAL MRO MARKET: ECOSYSTEM MAPPING 54
TABLE 3 DIGITAL MRO MARKET: ROLE IN ECOSYSTEM 55
5.4 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 56
5.4.1 REVENUE SHIFT AND NEW REVENUE POCKETS FOR DIGITAL MRO PLAYERS 56
FIGURE 17 DIGITAL MRO MARKET: REVENUE SHIFT 56
5.5 TECHNOLOGY ANALYSIS 56
5.5.1 INTERNET OF THINGS (IOT) 56
5.5.2 PRESCRIPTIVE MAINTENANCE 56
5.5.3 AUGMENTED REALITY 57
5.5.4 BLOCKCHAIN APPLICATION IN MRO 57
5.6 VALUE CHAIN ANALYSIS 57
FIGURE 18 DIGITAL MRO MARKET: VALUE CHAIN MODEL 57
FIGURE 19 DIGITAL MRO MARKET: VALUE CHAIN ANALYSIS 58
5.6.1 DESIGN AND ENGINEERING 58
5.6.2 TECHNOLOGY DEVELOPMENT 58
5.6.3 MAINTENANCE AND SUPPORT 58
5.6.4 SIMULATION AND TRAINING 58
5.7 PORTER’S FIVE FORCES ANALYSIS 59
TABLE 4 DIGITAL MRO MARKET: PORTER’S FIVE FORCE ANALYSIS 59
FIGURE 20 DIGITAL MRO MARKET: PORTER’S FIVE FORCES ANALYSIS 59
5.7.1 THREAT OF NEW ENTRANTS 60
5.7.2 THREAT OF SUBSTITUTES 60
5.7.3 BARGAINING POWER OF SUPPLIERS 60
5.7.4 BARGAINING POWER OF BUYERS 60
5.7.5 INTENSITY OF COMPETITIVE RIVALRY 60
5.8 CASE STUDY ANALYSIS 61
5.8.1 AIRCRAFT MANUFACTURER ATR ADOPTED DIGITAL MRO 61
TABLE 5 AIRCRAFT MANUFACTURER ATR ADOPTED DIGITAL MRO 61
5.8.2 GE AVIATION PROCURED DIGITAL TWIN FOR MAINTENANCE 61
TABLE 6 GE AVIATION PROCURED DIGITAL TWIN FOR MAINTENANCE 61
5.9 PRICING ANALYSIS 62
5.9.1 AVERAGE SELLING PRICE, BY TECHNOLOGY 62
FIGURE 21 AVERAGE SELLING PRICES OF DIGITAL MRO, BY TECHNOLOGY 62
5.10 KEY STAKEHOLDERS AND BUYING CRITERIA 62
5.10.1 KEY STAKEHOLDERS IN BUYING PROCESS 62
FIGURE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE SOLUTIONS 62
TABLE 7 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE PLATFORM TYPES (%) 63

5.10.2 BUYING CRITERIA 63
FIGURE 23 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 63
TABLE 8 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 63
5.11 KEY CONFERENCES AND EVENTS IN 2023–2024 64
TABLE 9 DIGITAL MRO MARKET: KEY CONFERENCES AND EVENTS 64
6 INDUSTRY TRENDS 65
6.1 INTRODUCTION 65
6.2 EMERGING TECHNOLOGY TRENDS 65
6.2.1 MAINTENANCE ON-THE-GO 65
6.2.2 AVIATION CLOUD 65
6.2.3 INCREASED MOBILITY 66
6.2.4 3D PRINTING 66
6.2.5 BIG DATA 66
6.3 IMPACT OF MEGATRENDS–AVIATION CLOUD 66
6.4 PATENT ANALYSIS 67
TABLE 10 INNOVATIONS AND PATENT REGISTRATIONS, 2018–2022 67
7 DIGITAL MRO MARKET, BY TECHNOLOGY 68
7.1 INTRODUCTION 69
FIGURE 24 ARTIFICIAL INTELLIGENCE AND BIG DATA ANALYTICS SEGMENT TO LEAD DIGITAL MRO MARKET DURING FORECAST PERIOD 69
TABLE 11 DIGITAL MRO MARKET, BY TECHNOLOGY, 2020–2022 (USD MILLION) 69
TABLE 12 DIGITAL MRO MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION) 70
7.2 AR/VR 70
TABLE 13 AR/VR IN DIGITAL MRO MARKET, BY FUNCTION, 2020–2022 (USD MILLION) 70
TABLE 14 AR/VR IN DIGITAL MRO MARKET, BY FUNCTION, 2023–2030 (USD MILLION) 71
7.2.1 TRAINING 71
7.2.1.1 Reduces chances of human errors 71
7.2.2 OPERATIONS 71
TABLE 15 AR/VR OPERATIONS IN DIGITAL MRO MARKET, BY END USER, 2020–2022 (USD MILLION) 71
TABLE 16 AR/VR OPERATIONS IN DIGITAL MRO MARKET, BY END USER, 2023–2030 (USD MILLION) 72
7.2.2.1 MROS 72
7.2.2.1.1 Quick MRO turnaround enables use of AR/VR technology 72
7.2.2.2 Airlines 72
7.2.2.2.1 Lowers airline operating costs 72
7.2.2.3 OEMs 72
7.2.2.3.1 Optimized aviation manufacturing and design 72
7.3 3D PRINTING 73
7.3.1 REDUCED TIME TO SOURCE PARTS DURING MAINTENANCE 73

7.4 BLOCKCHAIN 73
7.4.1 USES CRYPTOGRAPHY TO ENSURE SECURED DATA 73
7.5 ARTIFICIAL INTELLIGENCE AND BIG DATA ANALYTICS 73
7.5.1 AUTOMATES REPETITIVE TASKS AND OPTIMIZES SUPPLY CHAIN MANAGEMENT 73
7.6 ROBOTICS 74
7.6.1 DRONES 74
7.6.1.1 Reduce inspection time 74
7.6.2 ROBOTS 74
7.6.2.1 Complete tasks in dangerous or inaccessible areas 74
7.7 DIGITAL TWIN AND SIMULATION 75
7.7.1 OPTIMIZES MRO PROCESS TO INCREASE EFFECTIVENESS 75
7.8 INTERNET OF THINGS 75
7.8.1 INTEGRATES AR/VR SENSORS ON AIRCRAFT AND ROBOTS 75
7.9 CLOUD COMPUTING 75
7.9.1 STORES LARGE VOLUMES OF DATA 75
8 DIGITAL MRO MARKET, BY APPLICATION 76
8.1 INTRODUCTION 77
FIGURE 25 PREDICTIVE MAINTENANCE SEGMENT TO LEAD DIGITAL MRO MARKET DURING FORECAST PERIOD 77
TABLE 17 DIGITAL MRO MARKET, BY APPLICATION, 2020–2022 (USD MILLION) 77
TABLE 18 DIGITAL MRO MARKET, BY APPLICATION, 2023–2030 (USD MILLION) 78
8.2 INSPECTION 78
8.2.1 ENHANCES ASSET PERFORMANCE 78
8.3 PREDICTIVE MAINTENANCE 78
8.3.1 REDUCES DOWNTIME AND INCREASES OPERATIONAL EFFICIENCY FOR AIRLINES 78
8.4 PARTS REPLACEMENT 79
8.4.1 ENABLES IMPROVED PERFORMANCE WITH ON-TIME REPAIR AND REPLACEMENT 79
8.5 PERFORMANCE MONITORING 79
8.5.1 USES IOT AND ANALYTICS FOR BETTER MONITORING SOLUTIONS 79
8.6 TRAINING 79
8.6.1 EQUIPS TECHNICIANS WITH EVOLVING TECHNOLOGY AND EQUIPMENT 79
8.7 INVENTORY MANAGEMENT 80
8.7.1 ASSISTS IN LOWERING INVENTORY EXPENSES WITH BETTER PURCHASING SELECTIONS 80
8.8 MOBILITY 80
8.8.1 IMPROVES PRODUCTIVITY AND ASSET PERFORMANCE 80

9 DIGITAL MRO MARKET, BY END USER 81
9.1 INTRODUCTION 82
FIGURE 26 MROS SEGMENT TO ACCOUNT FOR LARGEST SHARE IN DIGITAL MRO MARKET DURING FORECAST PERIOD 82
TABLE 19 DIGITAL MRO MARKET, BY END USER, 2020–2022 (USD MILLION) 82
TABLE 20 DIGITAL MRO MARKET, BY END USER, 2023–2030 (USD MILLION) 82
9.2 AIRLINES 83
TABLE 21 DIGITAL MRO MARKET, BY AIRLINE TYPE, 2020–2022 (USD MILLION) 83
TABLE 22 DIGITAL MRO MARKET, BY AIRLINE TYPE, 2023–2030 (USD MILLION) 83
9.2.1 SMALL AIRLINES 83
9.2.1.1 Use of digital MRO solutions to streamline maintenance and repairs 83
9.2.2 MEDIUM AIRLINES 84
9.2.2.1 Use sophisticated software for core operations 84
9.2.3 LARGE AIRLINES 84
9.2.3.1 Complete digitalization by sharing real-time data 84
9.3 MRO 84
TABLE 23 DIGITAL MRO MARKET, BY MRO TYPE, 2020–2022 (USD MILLION) 84
TABLE 24 DIGITAL MRO MARKET, BY MRO TYPE, 2023–2030 (USD MILLION) 85
9.3.1 SMALL MROS 85
9.3.1.1 Use of cloud-based inventory management systems for enhanced performance 85
9.3.2 MEDIUM MROS 85
9.3.2.1 Shift from ERP module to digitalization 85
9.3.3 LARGE MROS 85
9.3.3.1 Use of digital MRO solutions to optimize maintenance schedules 85
9.4 OEMS 86
TABLE 25 DIGITAL MRO MARKET, BY OEM TYPE, 2020–2022 (USD MILLION) 86
TABLE 26 DIGITAL MRO MARKET, BY OEM TYPE, 2023–2030 (USD MILLION) 86
9.4.1 AIRCRAFT OEMS 86
9.4.1.1 Digital technologies to facilitate real-time data sharing with airlines and MROs 86
9.4.2 ENGINE OEMS 86
9.4.2.1 Use of data to analyze performance and predict maintenance 86
10 DIGITAL MRO MARKET, BY REGION 87
10.1 INTRODUCTION 88
FIGURE 27 ASIA PACIFIC TO BE LARGEST DIGITAL MRO MARKET IN 2023 88
10.2 REGIONAL RECESSION IMPACT ANALYSIS 88
TABLE 27 REGIONAL RECESSION IMPACT ANALYSIS 88
TABLE 28 DIGITAL MRO MARKET, BY REGION, 2020−2022 (USD MILLION) 91
TABLE 29 DIGITAL MRO MARKET, BY REGION, 2023−2030 (USD MILLION) 92

10.3 NORTH AMERICA 92
10.3.1 NORTH AMERICA: PESTLE ANALYSIS 92
FIGURE 28 NORTH AMERICA: DIGITAL MRO MARKET SNAPSHOT 93
TABLE 30 NORTH AMERICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 94
TABLE 31 NORTH AMERICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 94
TABLE 32 NORTH AMERICA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 94
TABLE 33 NORTH AMERICA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 95
TABLE 34 NORTH AMERICA: DIGITAL MRO MARKET, BY APPLICATION, 2020−2022 (USD MILLION) 95
TABLE 35 NORTH AMERICA: DIGITAL MRO MARKET, BY APPLICATION, 2023−2030 (USD MILLION) 95
TABLE 36 NORTH AMERICA: DIGITAL MRO MARKET, BY COUNTRY, 2020−2022 (USD MILLION) 96
TABLE 37 NORTH AMERICA: DIGITAL MRO MARKET, BY COUNTRY, 2023−2030 (USD MILLION) 96
10.3.2 US 96
10.3.2.1 Increased procurement and upgrades of existing aircraft 96
TABLE 38 US: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 96
TABLE 39 US: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 97
TABLE 40 US: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 97
TABLE 41 US: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 97
10.3.3 CANADA 98
10.3.3.1 Modernization plans to enhance narrow-body aircraft fleet 98
TABLE 42 CANADA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 98
TABLE 43 CANADA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 98
TABLE 44 CANADA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 99
TABLE 45 CANADA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 99
10.4 EUROPE 99
10.4.1 EUROPE: PESTLE ANALYSIS 99
FIGURE 29 EUROPE: DIGITAL MRO MARKET SNAPSHOT 101
TABLE 46 EUROPE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 102
TABLE 47 EUROPE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 102
TABLE 48 EUROPE: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 102
TABLE 49 EUROPE: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 103
TABLE 50 EUROPE: DIGITAL MRO MARKET, BY COUNTRY, 2020−2022 (USD MILLION) 103
TABLE 51 EUROPE: DIGITAL MRO MARKET, BY COUNTRY, 2023−2030 (USD MILLION) 103
TABLE 52 EUROPE: DIGITAL MRO MARKET, BY APPLICATION, 2020−2022 (USD MILLION) 104
TABLE 53 EUROPE: DIGITAL MRO MARKET, BY APPLICATION, 2023−2030 (USD MILLION) 104
10.4.2 FRANCE 104
10.4.2.1 Rapid market expansion through modernization programs 104
TABLE 54 FRANCE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 105
TABLE 55 FRANCE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 105
TABLE 56 FRANCE: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 105
TABLE 57 FRANCE: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 106
10.4.3 UK 106
10.4.3.1 Presence of major aircraft OEM subsidiaries to increase demand for MRO services 106
TABLE 58 UK: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 106
TABLE 59 UK: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 107
TABLE 60 UK: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 107
TABLE 61 UK: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 107
10.4.4 GERMANY 107
10.4.4.1 Focus on digitalization of IT infrastructure 107
TABLE 62 GERMANY: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 108
TABLE 63 GERMANY: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 108
TABLE 64 GERMANY: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 108
TABLE 65 GERMANY: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 109
10.4.5 RUSSIA 109
10.4.5.1 Upgrading existing aircraft components and procurement of new aircraft 109
TABLE 66 RUSSIA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 109
TABLE 67 RUSSIA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 110
TABLE 68 RUSSIA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 110
TABLE 69 RUSSIA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 110
10.4.6 SWEDEN 111
10.4.6.1 Increased fleet size of leading airlines 111
TABLE 70 SWEDEN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 111
TABLE 71 SWEDEN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 111
TABLE 72 SWEDEN: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 111
TABLE 73 SWEDEN: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 112

10.4.7 SPAIN 112
10.4.7.1 High demand for digital MRO from small airlines and OEM facilities 112
TABLE 74 SPAIN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 112
TABLE 75 SPAIN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 113
TABLE 76 SPAIN: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 113
TABLE 77 SPAIN: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 113
10.4.8 NETHERLANDS 114
10.4.8.1 Need for digitalization of MRO services and expansion of medium MROs and airlines 114
TABLE 78 NETHERLANDS: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 114
TABLE 79 NETHERLANDS: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 114
TABLE 80 NETHERLANDS: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 115
TABLE 81 NETHERLANDS: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 115
10.4.9 REST OF EUROPE 115
TABLE 82 REST OF EUROPE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 115
TABLE 83 REST OF EUROPE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 116
TABLE 84 REST OF EUROPE: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 116
TABLE 85 REST OF EUROPE: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 116
10.5 ASIA PACIFIC 117
10.5.1 ASIA PACIFIC: PESTLE ANALYSIS 117
FIGURE 30 ASIA PACIFIC: DIGITAL MRO MARKET SNAPSHOT 118
TABLE 86 ASIA PACIFIC: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 119
TABLE 87 ASIA PACIFIC: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 119
TABLE 88 ASIA PACIFIC: DIGITAL MRO MARKET, BY APPLICATION, 2020−2022 (USD MILLION) 119
TABLE 89 ASIA PACIFIC: DIGITAL MRO MARKET, BY APPLICATION, 2023−2030 (USD MILLION) 120
TABLE 90 ASIA PACIFIC: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 120
TABLE 91 ASIA PACIFIC: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 120
TABLE 92 ASIA PACIFIC: DIGITAL MRO MARKET, BY COUNTRY, 2020−2022 (USD MILLION) 120
TABLE 93 ASIA PACIFIC: DIGITAL MRO MARKET, BY COUNTRY, 2023−2030 (USD MILLION) 121

10.5.2 CHINA 121
10.5.2.1 Demand for MRO for narrow-body and wide-body aircraft 121
TABLE 94 CHINA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 121
TABLE 95 CHINA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 122
TABLE 96 CHINA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 122
TABLE 97 CHINA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 122
10.5.3 JAPAN 123
10.5.3.1 Increasing aircraft deliveries and need to upgrade existing aircraft systems 123
TABLE 98 JAPAN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 123
TABLE 99 JAPAN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 123
TABLE 100 JAPAN: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 124
TABLE 101 JAPAN: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 124
10.5.4 INDIA 124
10.5.4.1 High demand for MRO services from airlines 124
TABLE 102 INDIA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 124
TABLE 103 INDIA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 125
TABLE 104 INDIA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 125
TABLE 105 INDIA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 125
10.5.5 SINGAPORE 125
10.5.5.1 Increased adoption of MRO services 125
TABLE 106 SINGAPORE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 126
TABLE 107 SINGAPORE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 126
TABLE 108 SINGAPORE: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 126
TABLE 109 SINGAPORE: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 127
10.5.6 REST OF ASIA PACIFIC 127
TABLE 110 REST OF ASIA PACIFIC: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 127
TABLE 111 REST OF ASIA PACIFIC: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 128
TABLE 112 REST OF ASIA PACIFIC: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 128
TABLE 113 REST OF ASIA PACIFIC: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 128
10.6 REST OF THE WORLD 128
10.6.1 REST OF THE WORLD: PESTLE ANALYSIS 129
FIGURE 31 REST OF THE WORLD: DIGITAL MRO MARKET SNAPSHOT 130
TABLE 114 REST OF THE WORLD: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 131
TABLE 115 REST OF THE WORLD: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 131
TABLE 116 REST OF THE WORLD: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 131
TABLE 117 REST OF THE WORLD: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 132
TABLE 118 REST OF THE WORLD: DIGITAL MRO MARKET, BY APPLICATION, 2020−2022 (USD MILLION) 132
TABLE 119 REST OF THE WORLD: DIGITAL MRO MARKET, BY APPLICATION, 2023−2030 (USD MILLION) 132
TABLE 120 REST OF THE WORLD: DIGITAL MRO MARKET, BY REGION, 2020−2022 (USD MILLION) 133
TABLE 121 REST OF THE WORLD: DIGITAL MRO MARKET, BY REGION, 2023−2030 (USD MILLION) 133
10.6.2 LATIN AMERICA 133
10.6.2.1 Expansion of airline industry 133
TABLE 122 LATIN AMERICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 134
TABLE 123 LATIN AMERICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 134
TABLE 124 LATIN AMERICA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 134
TABLE 125 LATIN AMERICA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 135
10.6.3 MIDDLE EAST 135
10.6.3.1 Increased investments in airspace infrastructure and high demand for MRO services 135
TABLE 126 MIDDLE EAST: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 135
TABLE 127 MIDDLE EAST: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 136
TABLE 128 MIDDLE EAST: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 136
TABLE 129 MIDDLE EAST: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 136
10.6.4 AFRICA 137
10.6.4.1 Increased demand for part replacement MRO services 137
TABLE 130 AFRICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION) 137
TABLE 131 AFRICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION) 137
TABLE 132 AFRICA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION) 137
TABLE 133 AFRICA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION) 138
11 COMPETITIVE LANDSCAPE 139
11.1 INTRODUCTION 139
11.2 COMPANY OVERVIEW 139
11.2.1 KEY DEVELOPMENTS/STRATEGIES ADOPTED BY LEADING PLAYERS IN DIGITAL MRO MARKET 139

11.3 RANKING ANALYSIS OF KEY PLAYERS IN DIGITAL MRO MARKET, 2022 140
FIGURE 32 RANKING OF KEY PLAYERS IN DIGITAL MRO MARKET, 2022 140
11.4 REVENUE ANALYSIS, 2022 141
FIGURE 33 REVENUE ANALYSIS OF KEY COMPANIES IN DIGITAL MRO MARKET, 2020–2022 141
11.5 MARKET SHARE ANALYSIS, 2022 141
FIGURE 34 MARKET SHARE ANALYSIS OF KEY PLAYERS, 2022 141
TABLE 134 DIGITAL MRO MARKET: DEGREE OF COMPETITION 142
11.6 COMPETITIVE EVALUATION QUADRANT 144
11.6.1 STARS 144
11.6.2 EMERGING LEADERS 144
11.6.3 PERVASIVE PLAYERS 144
11.6.4 PARTICIPANTS 144
FIGURE 35 DIGITAL MRO MARKET: COMPETITIVE LEADERSHIP MAPPING OF KEY PLAYERS, 2022 145
11.7 STARTUP/SME EVALUATION QUADRANT 146
11.7.1 PROGRESSIVE COMPANIES 146
11.7.2 RESPONSIVE COMPANIES 146
11.7.3 DYNAMIC COMPANIES 146
11.7.4 STARTING BLOCKS 146
FIGURE 36 DIGITAL MRO MARKET: COMPETITIVE LEADERSHIP MAPPING OF STARTUPS/SMES, 2022 147
TABLE 135 DIGITAL MRO MARKET: LIST OF KEY STARTUPS/SMES 148
11.7.5 COMPETITIVE BENCHMARKING 149
TABLE 136 DIGITAL MRO MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES 149
11.8 COMPANY PRODUCT FOOTPRINT ANALYSIS 150
TABLE 137 COMPANY FOOTPRINT 150
TABLE 138 COMPANY TYPE FOOTPRINT 151
11.9 COMPETITIVE SCENARIO 152
11.9.1 MARKET EVALUATION FRAMEWORK 152
11.9.1.1 Deals 152
TABLE 139 DEALS, 2020–2023 152
11.9.1.2 Other developments 161
TABLE 140 OTHER DEVELOPMENTS, 2020–2022 161
12 COMPANY PROFILES 162
(Business overview, Products/Services/Solutions offered, Recent Developments, MNM view)*
12.1 INTRODUCTION 162
12.2 KEY PLAYERS 162
12.2.1 IBM 162
TABLE 141 IBM: COMPANY OVERVIEW 162
FIGURE 37 IBM: COMPANY SNAPSHOT 163
TABLE 142 IBM: PRODUCTS/SERVICES/SOLUTIONS OFFERED 163
TABLE 143 IBM: DEALS 164
TABLE 144 IBM: OTHER DEVELOPMENTS 165
12.2.2 THE BOEING COMPANY 166
TABLE 145 THE BOEING COMPANY: COMPANY OVERVIEW 166
FIGURE 38 THE BOEING COMPANY: COMPANY SNAPSHOT 167
TABLE 146 THE BOEING COMPANY: PRODUCTS/SERVICES/SOLUTIONS OFFERED 167
TABLE 147 THE BOEING COMPANY: DEALS 168
12.2.3 SAP 170
TABLE 148 SAP: COMPANY OVERVIEW 170
FIGURE 39 SAP: COMPANY SNAPSHOT 171
TABLE 149 SAP: PRODUCTS/SERVICES/SOLUTIONS OFFERED 171
TABLE 150 SAP: DEALS 172
12.2.4 GENERAL ELECTRIC (GE) 174
TABLE 151 GENERAL ELECTRIC (GE): COMPANY OVERVIEW 174
FIGURE 40 GENERAL ELECTRIC (GE): COMPANY SNAPSHOT 175
TABLE 152 GENERAL ELECTRIC (GE): PRODUCTS/SERVICES/SOLUTIONS OFFERED 175
TABLE 153 GENERAL ELECTRIC (GE): DEALS 176
12.2.5 LUFTHANSA TECHNIK 178
TABLE 154 LUFTHANSA TECHNIK: COMPANY OVERVIEW 178
FIGURE 41 LUFTHANSA TECHNIK: COMPANY SNAPSHOT 178
TABLE 155 LUFTHANSA TECHNIK: PRODUCTS /SERVICES/SOLUTIONS OFFERED 179
TABLE 156 LUFTHANSA TECHNIK: DEALS 180
12.2.6 HONEYWELL INTERNATIONAL INC. 183
TABLE 157 HONEYWELL INTERNATIONAL INC.: COMPANY OVERVIEW 183
FIGURE 42 HONEYWELL INTERNATIONAL INC.: COMPANY SNAPSHOT 184
TABLE 158 HONEYWELL INTERNATIONAL INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED 184
TABLE 159 HONEYWELL INTERNATIONAL INC: DEALS 185
12.2.7 ANSYS, INC. 186
TABLE 160 ANSYS, INC.: COMPANY OVERVIEW 186
FIGURE 43 ANSYS, INC.: COMPANY SNAPSHOT 187
TABLE 161 ANSYS, INC: PRODUCTS/SERVICES/SOLUTIONS OFFERED 187
12.2.8 IFS 188
TABLE 162 IFS: COMPANY OVERVIEW 188
FIGURE 44 IFS: COMPANY SNAPSHOT 188
TABLE 163 IFS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 189
TABLE 164 IFS: DEALS 190
12.2.9 AIRBUS 191
TABLE 165 AIRBUS: COMPANY OVERVIEW 191
FIGURE 45 AIRBUS: COMPANY SNAPSHOT 192
TABLE 166 AIRBUS: PRODUCTS/SERVICES/SOLUTIONS OFFERED 192
TABLE 167 AIRBUS: DEALS 193
12.2.10 RAMCO SYSTEMS 194
TABLE 168 RAMCO SYSTEMS: COMPANY OVERVIEW 194
FIGURE 46 RAMCO SYSTEMS: COMPANY SNAPSHOT 195
TABLE 169 RAMCO SYSTEMS: PRODUCTS/SERVICES/SOLUTIONS OFFERED 195
TABLE 170 RAMCO SYSTEMS: DEALS 196
12.2.11 CAPGEMINI 198
TABLE 171 CAPGEMINI: COMPANY OVERVIEW 198
FIGURE 47 CAPGEMINI: COMPANY SNAPSHOT 199
TABLE 172 CAPGEMINI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 199
12.2.12 HEXAWARE TECHNOLOGIES LIMITED 201
TABLE 173 HEXAWARE TECHNOLOGIES LIMITED: COMPANY OVERVIEW 201
FIGURE 48 HEXAWARE TECHNOLOGIES LIMITED: COMPANY SNAPSHOT 202
TABLE 174 HEXAWARE TECHNOLOGIES LIMITED: PRODUCTS/SERVICES/SOLUTIONS OFFERED 202
12.2.13 RUSADA 203
TABLE 175 RUSADA: COMPANY OVERVIEW 203
TABLE 176 RUSADA: PRODUCTS/SERVICES/SOLUTIONS OFFERED 203
TABLE 177 RUSADA: DEALS 203
12.2.14 SWISS AVIATIONSOFTWARE LTD. 205
TABLE 178 SWISS AVIATIONSOFTWARE LTD.: COMPANY OVERVIEW 205
TABLE 179 SWISS AVIATIONSOFTWARE LTD.: PRODUCTS/SERVICES/SOLUTIONS OFFERED 205
TABLE 180 SWISS AVIATIONSOFTWARE LTD.: DEALS 205
12.2.15 JET SUPPORT SERVICES, INC. (JSSI) 207
TABLE 181 JET SUPPORT SERVICES, INC. (JSSI): COMPANY OVERVIEW 207
TABLE 182 JET SUPPORT SERVICES, INC. (JSSI): PRODUCTS/SERVICES/SOLUTIONS OFFERED 207
TABLE 183 JET SUPPORT SERVICES, INC. (JSSI): OTHERS 208
*Details on Business overview, Products/Services/Solutions offered, Recent Developments, MNM view might not be captured in case of unlisted companies.
12.3 OTHER PLAYERS 209
12.3.1 AIIR INNOVATIONS 209
TABLE 184 AIIR INNOVATIONS: COMPANY OVERVIEW 209
12.3.2 SITA 209
TABLE 185 SITA: COMPANY OVERVIEW 209
12.3.3 EON REALITY 210
TABLE 186 EON REALITY: COMPANY OVERVIEW 210
12.3.4 WINAIR 210
TABLE 187 WINAIR: COMPANY OVERVIEW 210
12.3.5 JASOREN 211
TABLE 188 JASOREN: COMPANY OVERVIEW 211
12.3.6 FUTURE VISUAL 212
TABLE 189 FUTURE VISUAL: COMPANY OVERVIEW 212
12.3.7 FOUNTX 212
TABLE 190 FOUNTX: COMPANY OVERVIEW 212
12.3.8 MAGIC LEAP 213
TABLE 191 MAGIC LEAP: COMPANY OVERVIEW 213
12.3.9 AEROSTRAT 214
TABLE 192 AEROSTRAT: COMPANY OVERVIEW 214
12.3.10 EMPOWERMX 214
TABLE 193 EMPOWERMX: COMPANY OVERVIEW 214
13 APPENDIX 215
13.1 DISCUSSION GUIDE 215
13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 218
13.3 CUSTOMIZATION OPTIONS 220
13.4 RELATED REPORTS 220
13.5 AUTHOR DETAILS 221


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