Digital MRO Market

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

Report Code: AS 7330 May, 2023, by marketsandmarkets.com

The Digital MRO Market size is estimated to be 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 is driven by factors such as increasing adoption of digital technologies like internet of things (IoT),augmented reality (AR), artificial intelligence (AI) and big data analytics by MROs and increasing need for replacing legacy aviation management information systems.

Digital MRO Market

Digital MRO Market

Digital MRO Market Forecast to 2028

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Digital MRO Market Dynamics

Drivers: Growing adoption of software-as-a-service (SaaS)

Traditionally, on-premises field services were costly, involving a lot of paperwork and the availability of old data rather than updated information, which subsequently led to disappointed customers, low growth, and low revenues. In recent years, the demand for SaaS-based solutions has been increasing. SaaS is a customizable platform for enterprises that provides customers with tailored services according to their requirements. This, in turn, is expected to create new opportunities for the developers of cloud-based aviation MRO software. Cloud-based MRO software services and solutions benefit tier 2 and tier 3 MRO due to the introduction of the pay-as-you-use model, which reduces expenses. Other advantages of using SaaS-based solutions include the huge availability of storage space and updated information, increased flexibility, on-demand software upgrades, and systematic scheduling and dispatch functions. The advantages of SaaS-based solutions are helping enterprises transform and expand their businesses, which, in turn, is projected to drive the market for cloud-based MRO software.

Cloud-based maintenance systems capture data digitally and maintain records in the form of manuals, maintenance logs, flight plans, aircraft maintenance tracking reports, record books for adherence to airworthiness regulations, and service bulletins. These systems enable fast and inexpensive management of different types of maintenance data by offering real-time access to spare part inventories.

Cloud-based maintenance systems offer the following benefits:

  • Reduce maintenance costs of IT systems
  • Eliminate hardware, software, database, and server costs
  • Enable warehouse management
  • Aid in planning the consumption of spare parts
  • Aid in material planning
  • Help in workforce scheduling
  • Enable allocation of MRO tools
  • Aid in line maintenance planning

Restraints: Lack of common data standard

The aviation industry is highly fragmented. Data received from multiple data centers, such as airports, airlines, aircraft OEMs, engine OEMs, and component OEMs, is not standardized and difficult to analyze, thus impacting multiple algorithms of MRO software analysis. Additionally, MRO functionalities are based on different types of MRO, such as line, component, and engine MRO. Hence, data generated from these MRO is disparate. MRO software focuses on the integration of maintenance, materials, engineering, and accounts and financial data. The integrated information is based on the core functionalities and activities of different MRO service providers. The lack of common data standards adds to the cost of the software, as the process of data integration becomes complex owing to the disparate nature of data.

The integration of analytical data of airlines and MRO operations is a critical procedure that involves the computerization of activities at each level. It involves the integration of ERP systems, maintenance, planning, and execution systems, and workforce management systems with dashboards and reporting tools that are used at mid-management and senior management levels. This data needs to be analyzed, segmented, and bifurcated using advanced data modeling tools. Data generated by data centers is required frequently, which results in an additional load on IT servers and IT infrastructure. Thus, the lack of common data standards is restraining the growth of the Digital MRO Industry.

Opportunities: Growing demand for 3D-printed parts and robotic inspection

3D printing of parts offers numerous benefits, including reduced inventory, fuel consumption, and cost; part consolidation; and on-demand manufacturing. Aircraft parts can be 3D printed in-house as and when required, thus helping in reducing inventory stockpiling and the lead time between procuring the part from the vendor. MRO companies can either outsource 3D printing of parts to a 3D printing company or purchase a 3D printer and print the parts on their own. Since 3D-printed parts need to adhere to certain standards and stringent regulations, only vendor-manufactured parts are accepted. MRO companies are using 3D printing for non-critical flight components, but it is expected that with the advancements in 3D printing technologies and materials, critical flight parts will also be 3D printed in the future.

Airlines are turning toward robotics to inspect aircraft. Robotic inspection is expected to increase in the future to increase the agility and accuracy in the inspection of aircraft. Drone-based inspection is gaining traction in the MRO industry. It is expected to not only improve safety but reduce inspection time as well. In October 2021, Proponent (US), a distributor of aircraft parts, and Materialise (Belgium) have joined together to investigate how 3D printing might benefit aerospace OEMs. According to the companies, on-demand manufacturing will be made possible through a digitized supply chain, and 3D printing will be "brought into the procurement domain" to make it easier for MROs to source 3D printed parts.

Challenges: Increasing cybersecurity concerns

As processes get digitalized, concerns regarding their security arise. Software companies are continuously upgrading their solutions to make them unhackable. Airlines and MROs have large pools of sensitive information stored in their IT platforms, including aircraft and parts information, which may get into the wrong hands. Hence, these companies will be at a high risk of cyberattacks, which can cause heavy losses. Lufthansa Technik has access to data from multiple airlines through its Aviator platform. This data can be kept available or hidden, depending on what the host airline is willing to share. Increasing adoption of digitalization would result in a rising rise in cyber-threats and cybercrimes by professional attackers on aerospace organizations to steal crucial aircraft operational data, hence creating a threat to national security. To counter such attacks, sophisticated solutions will be required. Developing such solutions would call for increased investments by software companies.

Digital Mro Market Ecosystem

Digital MRO Market by Ecosystem

Based on end user, the OEMs segment of the market is projected to grow at the second highest CAGR from 2023 to 2030.

Based on end user, the digital MRO market has been segmented into OEMs, MROs and airlines. The increased need to facilitate real-time data sharing with airlines and MROs is driving the OEM segment of digital MRO market.

Based on technology, the AR/VR segment is projected to grow at the second highest CAGR from 2023 to 2030.

Based on technology, the digital MRO market has been segmented into AR/VR, cloud computing, blockchain, artificial intelligence and big data analytics, robotic, digital twin and simulation, internet of things and 3D printing. The demand for use of AR/VR to train engineers to reduce human errors and need to optimize aviation manufacturing and design process is expected to drive the growth of the AR/VR technology segment in the digital MRO market.

Asia Pacific is expected to account for the highest CAGR in the forecasted period and second largest share in 2023.

Asia Pacific is estimated to account for the highest CAGR in forecasted period and second largest share in 2023. The countries in Asia pacific region offer significant opportunities for digitalization of MRO operations as this region has been heavily investing in the digital technologies. Increased MRO services in this region is expected to drive the digital MRO market.

Digital MRO Market by Region

Digital MRO Market by Region

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Key Market Players

The Digital MRO Companies are dominated by a few globally established players such as Airbus (France), Jet Support Servces, Inc. (US), Rusada (Switzerland), Ansys Inc. (US) and Capegemini (France). The report covers various industry trends and new technological innovations in the digital MRO market for the period, 2020-2030.

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Scope of the Report

Report Metric

Details

Growth Rate

13.0%

Estimated Market Size in 2023

USD 0.9 Billion

Projected Market Size in 2030

USD 2.0 Billion

Market size available for years

2020–2030

Base year considered

2022

Forecast period

2023-2030

Forecast units

Value (USD Million/Billion)

Segments covered

By Technology, Application, End User

Geographies covered

North America, Europe, Asia Pacific and RoW

Companies covered

SAP (Germany), The Boeing Company (US), Ramco Systems (India), IBM (US), Lufthansa Technik (Germany) and others. Total 25 Market Players

Digital MRO Market Highlights

The study categorizes the Digital MRO market based on technology, application, end user and region.

Segment

Subsegment

By Technology

  • AR/VR
  • 3D Printing
  • Blockchain
  • Artificial Intelligence & Big Data Analytics
  • Robotics
  • Digital Twin & Simulation
  • Internet of Things (IoT)
  • Cloud Computing

By Application

  • Inspection
  • Predictive Maintenance
  • Parts Replacement
  • Performance Monitoring
  • Training
  • Inventory Management
  • Mobility

By End User

  • MROs
  • Airlines
  • OEMs

By Region

  • North America
  • Europe
  • Asia Pacific
  • RoW

Recent Developments

  • In April 2023, ATR and Swiss-AS have partnered to improve the digitalization of airline maintenance management further.  Through this collaboration - a first between an aircraft manufacturer and an MRO software company - the two partners are working hand in hand to improve and customize the integration of ATR maintenance data into the AMOS software provided by Swiss-AS to ATR operators. The aim is to enable airlines to digitalize their maintenance management most efficiently with software tailored to their needs and operational constraints.
  • In March 2023, Lufthansa Technik signed two major contracts with Emirates for the MRO of its Airbus A380 fleet. Lufthansa Technik will overhaul the main landing gears of the aircraft and will provide the airline with highly flexible extra capacity for base maintenance such as c-checks, the first time the carrier has outsourced such work from its in-house maintenance team.
  • In March 2023, Honeywell International Inc. and Lufthansa Technik are increasing their collaboration in aviation analytics. Honeywell Connected Maintenance analytics are fully integrated into the Predictive Health Analytics (PHA) suite of Lufthansa Technik’s digital platform AVIATAR. This will grow to more than 100 predictors for multiple Airbus and Boeing aircraft types.
  • In March 2023, Lufthansa Technik signed two major contracts with Emirates for the MRO of its Airbus A380 fleet. Lufthansa Technik will overhaul the main landing gears of the aircraft and will provide the airline with highly flexible extra capacity for base maintenance such as c-checks, the first time the carrier has outsourced such work from its in-house maintenance team.
  • In February 2023, Philippine Airlines, Inc. signed an agreement with Ramco Systems to deploy its state-of-the-art Aviation Suite V5.9. The solution will replace standalone legacy systems, integrating, automating, and enhancing business performances across PAL and its affiliate PAL Express..

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TABLE OF CONTENTS
 
1 INTRODUCTION (Page No. - 29)
    1.1 STUDY OBJECTIVES 
    1.2 MARKET DEFINITION 
    1.3 INCLUSIONS AND EXCLUSIONS 
    1.4 MARKET SEGMENTATION 
           1.4.1 MARKET SCOPE
           1.4.2 REGIONAL SCOPE
    1.5 YEARS CONSIDERED 
    1.6 CURRENCY CONSIDERED 
           TABLE 1 USD EXCHANGE RATES
    1.7 LIMITATIONS 
    1.8 STAKEHOLDERS 
    1.9 SUMMARY OF CHANGES 
 
2 RESEARCH METHODOLOGY (Page No. - 34)
    2.1 RESEARCH DATA 
           FIGURE 1 RESEARCH PROCESS FLOW
           FIGURE 2 RESEARCH DESIGN
           2.1.1 SECONDARY DATA
                    2.1.1.1 Key data from secondary sources
           2.1.2 PRIMARY DATA
                    TABLE 2 KEY PRIMARY SOURCES
                    2.1.2.1 Key data from primary sources
                    2.1.2.2 Breakdown of primaries, by company type, designation, and region
    2.2 FACTOR ANALYSIS 
           2.2.1 INTRODUCTION
           2.2.2 DEMAND-SIDE INDICATORS
           2.2.3 SUPPLY-SIDE INDICATORS
           2.2.4 RECESSION IMPACT ANALYSIS
    2.3 MARKET SIZE ESTIMATION 
           2.3.1 BOTTOM-UP APPROACH
                    FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
           2.3.2 TOP-DOWN APPROACH
                    FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
    2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 
           FIGURE 5 DATA TRIANGULATION
    2.5 RESEARCH ASSUMPTIONS 
           FIGURE 6 RESEARCH ASSUMPTIONS
    2.6 RISK ANALYSIS 
 
3 EXECUTIVE SUMMARY (Page No. - 44)
    FIGURE 7 MROS SEGMENT TO DOMINATE MARKET FROM 2023 TO 2030
    FIGURE 8 ARTIFICIAL INTELLIGENCE AND BIG DATA ANALYTICS TO LEAD MARKET DURING FORECAST PERIOD
    FIGURE 9 PREDICTIVE MAINTENANCE SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
    FIGURE 10 ASIA PACIFIC TO REGISTER HIGHEST CAGR FROM 2023 TO 2030
 
4 PREMIUM INSIGHTS (Page No. - 47)
    4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DIGITAL MRO MARKET 
           FIGURE 11 INCREASED ADOPTION OF AR/VR, BIG DATA, AND AI TO DRIVE MARKET
    4.2 ASIA PACIFIC DIGITAL MRO MARKET, BY APPLICATION 
           FIGURE 12 PREDICTIVE MAINTENANCE TO ACCOUNT FOR LARGEST SHARE OF ASIA PACIFIC DIGITAL MRO MARKET IN 2023
    4.3 EUROPEAN DIGITAL MRO MARKET, BY END USER 
           FIGURE 13 MROS SEGMENT OF EUROPEAN DIGITAL MRO MARKET TO GROW FASTEST RATE FROM 2023 TO 2030
    4.4 DIGITAL MRO MARKET, BY COUNTRY 
           FIGURE 14 DIGITAL MRO MARKET IN INDIA TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
 
5 MARKET OVERVIEW (Page No. - 49)
    5.1 INTRODUCTION 
    5.2 MARKET DYNAMICS 
           FIGURE 15 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES IN DIGITAL MRO MARKET
           5.2.1 DRIVERS
                    5.2.1.1 Increasing demand for predictive, prescriptive, and condition-based maintenance through data shared by connected aircraft
                    5.2.1.2 Growing adoption of Software-as-a-Service (SaaS)
                    5.2.1.3 Rising need for replacing legacy aviation management information systems
           5.2.2 RESTRAINTS
                    5.2.2.1 High acquisition cost of integrated MRO software suite
                    5.2.2.2 Lack of common data standard
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Increasing adoption of IoT, AI, blockchain, AR, and big data analytics by MRO
                    5.2.3.2 Growing demand for 3D-printed parts and robotic inspection
           5.2.4 CHALLENGES
                    5.2.4.1 Compliance with stringent aviation regulations
                    5.2.4.2 Increasing cybersecurity concerns
    5.3 DIGITAL MRO MARKET ECOSYSTEM 
           5.3.1 DIGITAL TECHNOLOGY PROVIDERS
           5.3.2 MROS
           5.3.3 AIRLINES
                    FIGURE 16 DIGITAL MRO MARKET: ECOSYSTEM MAPPING
                    TABLE 3 DIGITAL MRO MARKET: ROLE IN ECOSYSTEM
    5.4 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 
           5.4.1 REVENUE SHIFT AND NEW REVENUE POCKETS FOR DIGITAL MRO PLAYERS
                    FIGURE 17 DIGITAL MRO MARKET: REVENUE SHIFT
    5.5 TECHNOLOGY ANALYSIS 
           5.5.1 INTERNET OF THINGS (IOT)
           5.5.2 PRESCRIPTIVE MAINTENANCE
           5.5.3 AUGMENTED REALITY
           5.5.4 BLOCKCHAIN APPLICATION IN MRO
    5.6 VALUE CHAIN ANALYSIS 
           FIGURE 18 DIGITAL MRO MARKET: VALUE CHAIN MODEL
           FIGURE 19 DIGITAL MRO MARKET: VALUE CHAIN ANALYSIS
           5.6.1 DESIGN AND ENGINEERING
           5.6.2 TECHNOLOGY DEVELOPMENT
           5.6.3 MAINTENANCE AND SUPPORT
           5.6.4 SIMULATION AND TRAINING
    5.7 PORTER’S FIVE FORCES ANALYSIS 
           TABLE 4 DIGITAL MRO MARKET: PORTER’S FIVE FORCE ANALYSIS
           FIGURE 20 DIGITAL MRO MARKET: PORTER’S FIVE FORCES ANALYSIS
           5.7.1 THREAT OF NEW ENTRANTS
           5.7.2 THREAT OF SUBSTITUTES
           5.7.3 BARGAINING POWER OF SUPPLIERS
           5.7.4 BARGAINING POWER OF BUYERS
           5.7.5 INTENSITY OF COMPETITIVE RIVALRY
    5.8 CASE STUDY ANALYSIS 
           5.8.1 AIRCRAFT MANUFACTURER ATR ADOPTED DIGITAL MRO
                    TABLE 5 AIRCRAFT MANUFACTURER ATR ADOPTED DIGITAL MRO
           5.8.2 GE AVIATION PROCURED DIGITAL TWIN FOR MAINTENANCE
                    TABLE 6 GE AVIATION PROCURED DIGITAL TWIN FOR MAINTENANCE
    5.9 PRICING ANALYSIS 
           5.9.1 AVERAGE SELLING PRICE, BY TECHNOLOGY
                    FIGURE 21 AVERAGE SELLING PRICES OF DIGITAL MRO, BY TECHNOLOGY
    5.10 KEY STAKEHOLDERS AND BUYING CRITERIA 
           5.10.1 KEY STAKEHOLDERS IN BUYING PROCESS
                    FIGURE 22 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE SOLUTIONS
                    TABLE 7 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE PLATFORM TYPES (%)
           5.10.2 BUYING CRITERIA
                    FIGURE 23 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
                    TABLE 8 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
    5.11 KEY CONFERENCES AND EVENTS IN 2023–2024 
           TABLE 9 DIGITAL MRO MARKET: KEY CONFERENCES AND EVENTS
 
6 INDUSTRY TRENDS (Page No. - 65)
    6.1 INTRODUCTION 
    6.2 EMERGING TECHNOLOGY TRENDS 
           6.2.1 MAINTENANCE ON-THE-GO
           6.2.2 AVIATION CLOUD
           6.2.3 INCREASED MOBILITY
           6.2.4 3D PRINTING
           6.2.5 BIG DATA
    6.3 IMPACT OF MEGATRENDS–AVIATION CLOUD 
    6.4 PATENT ANALYSIS 
           TABLE 10 INNOVATIONS AND PATENT REGISTRATIONS, 2018–2022
 
7 DIGITAL MRO MARKET, BY TECHNOLOGY (Page No. - 68)
    7.1 INTRODUCTION 
           FIGURE 24 ARTIFICIAL INTELLIGENCE AND BIG DATA ANALYTICS SEGMENT TO LEAD DIGITAL MRO MARKET DURING FORECAST PERIOD
           TABLE 11 DIGITAL MRO MARKET, BY TECHNOLOGY, 2020–2022 (USD MILLION)
           TABLE 12 DIGITAL MRO MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION)
    7.2 AR/VR 
           TABLE 13 AR/VR IN DIGITAL MRO MARKET, BY FUNCTION, 2020–2022 (USD MILLION)
           TABLE 14 AR/VR IN DIGITAL MRO MARKET, BY FUNCTION, 2023–2030 (USD MILLION)
           7.2.1 TRAINING
                    7.2.1.1 Reduces chances of human errors
           7.2.2 OPERATIONS
                    TABLE 15 AR/VR OPERATIONS IN DIGITAL MRO MARKET, BY END USER, 2020–2022 (USD MILLION)
                    TABLE 16 AR/VR OPERATIONS IN DIGITAL MRO MARKET, BY END USER, 2023–2030 (USD MILLION)
                    7.2.2.1 MROS
                               7.2.2.1.1 Quick MRO turnaround enables use of AR/VR technology
                    7.2.2.2 Airlines
                               7.2.2.2.1 Lowers airline operating costs
                    7.2.2.3 OEMs
                               7.2.2.3.1 Optimized aviation manufacturing and design
    7.3 3D PRINTING 
           7.3.1 REDUCED TIME TO SOURCE PARTS DURING MAINTENANCE
    7.4 BLOCKCHAIN 
           7.4.1 USES CRYPTOGRAPHY TO ENSURE SECURED DATA
    7.5 ARTIFICIAL INTELLIGENCE AND BIG DATA ANALYTICS 
           7.5.1 AUTOMATES REPETITIVE TASKS AND OPTIMIZES SUPPLY CHAIN MANAGEMENT
    7.6 ROBOTICS 
           7.6.1 DRONES
                    7.6.1.1 Reduce inspection time
           7.6.2 ROBOTS
                    7.6.2.1 Complete tasks in dangerous or inaccessible areas
    7.7 DIGITAL TWIN AND SIMULATION 
           7.7.1 OPTIMIZES MRO PROCESS TO INCREASE EFFECTIVENESS
    7.8 INTERNET OF THINGS 
           7.8.1 INTEGRATES AR/VR SENSORS ON AIRCRAFT AND ROBOTS
    7.9 CLOUD COMPUTING 
           7.9.1 STORES LARGE VOLUMES OF DATA
 
8 DIGITAL MRO MARKET, BY APPLICATION (Page No. - 76)
    8.1 INTRODUCTION 
           FIGURE 25 PREDICTIVE MAINTENANCE SEGMENT TO LEAD DIGITAL MRO MARKET DURING FORECAST PERIOD
           TABLE 17 DIGITAL MRO MARKET, BY APPLICATION, 2020–2022 (USD MILLION)
           TABLE 18 DIGITAL MRO MARKET, BY APPLICATION, 2023–2030 (USD MILLION)
    8.2 INSPECTION 
           8.2.1 ENHANCES ASSET PERFORMANCE
    8.3 PREDICTIVE MAINTENANCE 
           8.3.1 REDUCES DOWNTIME AND INCREASES OPERATIONAL EFFICIENCY FOR AIRLINES
    8.4 PARTS REPLACEMENT 
           8.4.1 ENABLES IMPROVED PERFORMANCE WITH ON-TIME REPAIR AND REPLACEMENT
    8.5 PERFORMANCE MONITORING 
           8.5.1 USES IOT AND ANALYTICS FOR BETTER MONITORING SOLUTIONS
    8.6 TRAINING 
           8.6.1 EQUIPS TECHNICIANS WITH EVOLVING TECHNOLOGY AND EQUIPMENT
    8.7 INVENTORY MANAGEMENT 
           8.7.1 ASSISTS IN LOWERING INVENTORY EXPENSES WITH BETTER PURCHASING SELECTIONS
    8.8 MOBILITY 
           8.8.1 IMPROVES PRODUCTIVITY AND ASSET PERFORMANCE
 
9 DIGITAL MRO MARKET, BY END USER (Page No. - 81)
    9.1 INTRODUCTION 
           FIGURE 26 MROS SEGMENT TO ACCOUNT FOR LARGEST SHARE IN DIGITAL MRO MARKET DURING FORECAST PERIOD
           TABLE 19 DIGITAL MRO MARKET, BY END USER, 2020–2022 (USD MILLION)
           TABLE 20 DIGITAL MRO MARKET, BY END USER, 2023–2030 (USD MILLION)
    9.2 AIRLINES 
           TABLE 21 DIGITAL MRO MARKET, BY AIRLINE TYPE, 2020–2022 (USD MILLION)
           TABLE 22 DIGITAL MRO MARKET, BY AIRLINE TYPE, 2023–2030 (USD MILLION)
           9.2.1 SMALL AIRLINES
                    9.2.1.1 Use of digital MRO solutions to streamline maintenance and repairs
           9.2.2 MEDIUM AIRLINES
                    9.2.2.1 Use sophisticated software for core operations
           9.2.3 LARGE AIRLINES
                    9.2.3.1 Complete digitalization by sharing real-time data
    9.3 MRO 
           TABLE 23 DIGITAL MRO MARKET, BY MRO TYPE, 2020–2022 (USD MILLION)
           TABLE 24 DIGITAL MRO MARKET, BY MRO TYPE, 2023–2030 (USD MILLION)
           9.3.1 SMALL MROS
                    9.3.1.1 Use of cloud-based inventory management systems for enhanced performance
           9.3.2 MEDIUM MROS
                    9.3.2.1 Shift from ERP module to digitalization
           9.3.3 LARGE MROS
                    9.3.3.1 Use of digital MRO solutions to optimize maintenance schedules
    9.4 OEMS 
           TABLE 25 DIGITAL MRO MARKET, BY OEM TYPE, 2020–2022 (USD MILLION)
           TABLE 26 DIGITAL MRO MARKET, BY OEM TYPE, 2023–2030 (USD MILLION)
           9.4.1 AIRCRAFT OEMS
                    9.4.1.1 Digital technologies to facilitate real-time data sharing with airlines and MROs
           9.4.2 ENGINE OEMS
                    9.4.2.1 Use of data to analyze performance and predict maintenance
 
10 DIGITAL MRO MARKET, BY REGION (Page No. - 87)
     10.1 INTRODUCTION 
             FIGURE 27 ASIA PACIFIC TO BE LARGEST DIGITAL MRO MARKET IN 2023
     10.2 REGIONAL RECESSION IMPACT ANALYSIS 
             TABLE 27 REGIONAL RECESSION IMPACT ANALYSIS
             TABLE 28 DIGITAL MRO MARKET, BY REGION, 2020−2022 (USD MILLION)
             TABLE 29 DIGITAL MRO MARKET, BY REGION, 2023−2030 (USD MILLION)
     10.3 NORTH AMERICA 
             10.3.1 NORTH AMERICA: PESTLE ANALYSIS
                        FIGURE 28 NORTH AMERICA: DIGITAL MRO MARKET SNAPSHOT
                        TABLE 30 NORTH AMERICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                        TABLE 31 NORTH AMERICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                        TABLE 32 NORTH AMERICA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                        TABLE 33 NORTH AMERICA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
                        TABLE 34 NORTH AMERICA: DIGITAL MRO MARKET, BY APPLICATION, 2020−2022 (USD MILLION)
                        TABLE 35 NORTH AMERICA: DIGITAL MRO MARKET, BY APPLICATION, 2023−2030 (USD MILLION)
                        TABLE 36 NORTH AMERICA: DIGITAL MRO MARKET, BY COUNTRY, 2020−2022 (USD MILLION)
                        TABLE 37 NORTH AMERICA: DIGITAL MRO MARKET, BY COUNTRY, 2023−2030 (USD MILLION)
             10.3.2 US
                        10.3.2.1 Increased procurement and upgrades of existing aircraft
                                     TABLE 38 US: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 39 US: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 40 US: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 41 US: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.3.3 CANADA
                        10.3.3.1 Modernization plans to enhance narrow-body aircraft fleet
                                     TABLE 42 CANADA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 43 CANADA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 44 CANADA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 45 CANADA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
     10.4 EUROPE 
             10.4.1 EUROPE: PESTLE ANALYSIS
                        FIGURE 29 EUROPE: DIGITAL MRO MARKET SNAPSHOT
                        TABLE 46 EUROPE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                        TABLE 47 EUROPE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                        TABLE 48 EUROPE: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                        TABLE 49 EUROPE: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
                        TABLE 50 EUROPE: DIGITAL MRO MARKET, BY COUNTRY, 2020−2022 (USD MILLION)
                        TABLE 51 EUROPE: DIGITAL MRO MARKET, BY COUNTRY, 2023−2030 (USD MILLION)
                        TABLE 52 EUROPE: DIGITAL MRO MARKET, BY APPLICATION, 2020−2022 (USD MILLION)
                        TABLE 53 EUROPE: DIGITAL MRO MARKET, BY APPLICATION, 2023−2030 (USD MILLION)
             10.4.2 FRANCE
                        10.4.2.1 Rapid market expansion through modernization programs
                                     TABLE 54 FRANCE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 55 FRANCE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 56 FRANCE: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 57 FRANCE: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.4.3 UK
                        10.4.3.1 Presence of major aircraft OEM subsidiaries to increase demand for MRO services
                                     TABLE 58 UK: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 59 UK: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 60 UK: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 61 UK: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.4.4 GERMANY
                        10.4.4.1 Focus on digitalization of IT infrastructure
                                     TABLE 62 GERMANY: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 63 GERMANY: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 64 GERMANY: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 65 GERMANY: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.4.5 RUSSIA
                        10.4.5.1 Upgrading existing aircraft components and procurement of new aircraft
                                     TABLE 66 RUSSIA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 67 RUSSIA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 68 RUSSIA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 69 RUSSIA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.4.6 SWEDEN
                        10.4.6.1 Increased fleet size of leading airlines
                                     TABLE 70 SWEDEN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 71 SWEDEN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 72 SWEDEN: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 73 SWEDEN: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
 
             10.4.7 SPAIN
                        10.4.7.1 High demand for digital MRO from small airlines and OEM facilities
                                     TABLE 74 SPAIN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 75 SPAIN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 76 SPAIN: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 77 SPAIN: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.4.8 NETHERLANDS
                        10.4.8.1 Need for digitalization of MRO services and expansion of medium MROs and airlines
                                     TABLE 78 NETHERLANDS: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 79 NETHERLANDS: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 80 NETHERLANDS: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 81 NETHERLANDS: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.4.9 REST OF EUROPE
                        TABLE 82 REST OF EUROPE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                        TABLE 83 REST OF EUROPE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                        TABLE 84 REST OF EUROPE: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                        TABLE 85 REST OF EUROPE: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
     10.5 ASIA PACIFIC 
             10.5.1 ASIA PACIFIC: PESTLE ANALYSIS
                        FIGURE 30 ASIA PACIFIC: DIGITAL MRO MARKET SNAPSHOT
                        TABLE 86 ASIA PACIFIC: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                        TABLE 87 ASIA PACIFIC: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                        TABLE 88 ASIA PACIFIC: DIGITAL MRO MARKET, BY APPLICATION, 2020−2022 (USD MILLION)
                        TABLE 89 ASIA PACIFIC: DIGITAL MRO MARKET, BY APPLICATION, 2023−2030 (USD MILLION)
                        TABLE 90 ASIA PACIFIC: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                        TABLE 91 ASIA PACIFIC: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
                        TABLE 92 ASIA PACIFIC: DIGITAL MRO MARKET, BY COUNTRY, 2020−2022 (USD MILLION)
                        TABLE 93 ASIA PACIFIC: DIGITAL MRO MARKET, BY COUNTRY, 2023−2030 (USD MILLION)
             10.5.2 CHINA
                        10.5.2.1 Demand for MRO for narrow-body and wide-body aircraft
                                     TABLE 94 CHINA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 95 CHINA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 96 CHINA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 97 CHINA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.5.3 JAPAN
                        10.5.3.1 Increasing aircraft deliveries and need to upgrade existing aircraft systems
                                     TABLE 98 JAPAN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 99 JAPAN: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 100 JAPAN: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 101 JAPAN: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.5.4 INDIA
                        10.5.4.1 High demand for MRO services from airlines
                                     TABLE 102 INDIA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 103 INDIA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 104 INDIA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 105 INDIA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.5.5 SINGAPORE
                        10.5.5.1 Increased adoption of MRO services
                                     TABLE 106 SINGAPORE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 107 SINGAPORE: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 108 SINGAPORE: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 109 SINGAPORE: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.5.6 REST OF ASIA PACIFIC
                        TABLE 110 REST OF ASIA PACIFIC: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                        TABLE 111 REST OF ASIA PACIFIC: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                        TABLE 112 REST OF ASIA PACIFIC: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                        TABLE 113 REST OF ASIA PACIFIC: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
     10.6 REST OF THE WORLD 
             10.6.1 REST OF THE WORLD: PESTLE ANALYSIS
                        FIGURE 31 REST OF THE WORLD: DIGITAL MRO MARKET SNAPSHOT
                        TABLE 114 REST OF THE WORLD: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                        TABLE 115 REST OF THE WORLD: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                        TABLE 116 REST OF THE WORLD: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                        TABLE 117 REST OF THE WORLD: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
                        TABLE 118 REST OF THE WORLD: DIGITAL MRO MARKET, BY APPLICATION, 2020−2022 (USD MILLION)
                        TABLE 119 REST OF THE WORLD: DIGITAL MRO MARKET, BY APPLICATION, 2023−2030 (USD MILLION)
                        TABLE 120 REST OF THE WORLD: DIGITAL MRO MARKET, BY REGION, 2020−2022 (USD MILLION)
                        TABLE 121 REST OF THE WORLD: DIGITAL MRO MARKET, BY REGION, 2023−2030 (USD MILLION)
             10.6.2 LATIN AMERICA
                        10.6.2.1 Expansion of airline industry
                                     TABLE 122 LATIN AMERICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 123 LATIN AMERICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 124 LATIN AMERICA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 125 LATIN AMERICA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.6.3 MIDDLE EAST
                        10.6.3.1 Increased investments in airspace infrastructure and high demand for MRO services
                                     TABLE 126 MIDDLE EAST: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 127 MIDDLE EAST: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 128 MIDDLE EAST: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 129 MIDDLE EAST: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
             10.6.4 AFRICA
                        10.6.4.1 Increased demand for part replacement MRO services
                                     TABLE 130 AFRICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2020−2022 (USD MILLION)
                                     TABLE 131 AFRICA: DIGITAL MRO MARKET, BY TECHNOLOGY, 2023−2030 (USD MILLION)
                                     TABLE 132 AFRICA: DIGITAL MRO MARKET, BY END USER, 2020−2022 (USD MILLION)
                                     TABLE 133 AFRICA: DIGITAL MRO MARKET, BY END USER, 2023−2030 (USD MILLION)
 
11 COMPETITIVE LANDSCAPE (Page No. - 139)
     11.1 INTRODUCTION 
     11.2 COMPANY OVERVIEW 
             11.2.1 KEY DEVELOPMENTS/STRATEGIES ADOPTED BY LEADING PLAYERS IN DIGITAL MRO MARKET
     11.3 RANKING ANALYSIS OF KEY PLAYERS IN DIGITAL MRO MARKET, 2022 
             FIGURE 32 RANKING OF KEY PLAYERS IN DIGITAL MRO MARKET, 2022
     11.4 REVENUE ANALYSIS, 2022 
             FIGURE 33 REVENUE ANALYSIS OF KEY COMPANIES IN DIGITAL MRO MARKET, 2020–2022
     11.5 MARKET SHARE ANALYSIS, 2022 
             FIGURE 34 MARKET SHARE ANALYSIS OF KEY PLAYERS, 2022
             TABLE 134 DIGITAL MRO MARKET: DEGREE OF COMPETITION
     11.6 COMPETITIVE EVALUATION QUADRANT 
             11.6.1 STARS
             11.6.2 EMERGING LEADERS
             11.6.3 PERVASIVE PLAYERS
             11.6.4 PARTICIPANTS
                        FIGURE 35 DIGITAL MRO MARKET: COMPETITIVE LEADERSHIP MAPPING OF KEY PLAYERS, 2022
     11.7 STARTUP/SME EVALUATION QUADRANT 
             11.7.1 PROGRESSIVE COMPANIES
             11.7.2 RESPONSIVE COMPANIES
             11.7.3 DYNAMIC COMPANIES
             11.7.4 STARTING BLOCKS
                        FIGURE 36 DIGITAL MRO MARKET: COMPETITIVE LEADERSHIP MAPPING OF STARTUPS/SMES, 2022
                        TABLE 135 DIGITAL MRO MARKET: LIST OF KEY STARTUPS/SMES
             11.7.5 COMPETITIVE BENCHMARKING
                        TABLE 136 DIGITAL MRO MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES
     11.8 COMPANY PRODUCT FOOTPRINT ANALYSIS 
             TABLE 137 COMPANY FOOTPRINT
             TABLE 138 COMPANY TYPE FOOTPRINT
     11.9 COMPETITIVE SCENARIO 
             11.9.1 MARKET EVALUATION FRAMEWORK
                        11.9.1.1 Deals
                                     TABLE 139 DEALS, 2020–2023
                        11.9.1.2 Other developments
                                     TABLE 140 OTHER DEVELOPMENTS, 2020–2022
 
12 COMPANY PROFILES (Page No. - 162)
(Business overview, Products/Services/Solutions offered, Recent Developments, MNM view)*  
     12.1 INTRODUCTION 
     12.2 KEY PLAYERS 
             12.2.1 IBM
                        TABLE 141 IBM: COMPANY OVERVIEW
                        FIGURE 37 IBM: COMPANY SNAPSHOT
                        TABLE 142 IBM: PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 143 IBM: DEALS
                        TABLE 144 IBM: OTHER DEVELOPMENTS
             12.2.2 THE BOEING COMPANY
                        TABLE 145 THE BOEING COMPANY: COMPANY OVERVIEW
                        FIGURE 38 THE BOEING COMPANY: COMPANY SNAPSHOT
                        TABLE 146 THE BOEING COMPANY: PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 147 THE BOEING COMPANY: DEALS
             12.2.3 SAP
                        TABLE 148 SAP: COMPANY OVERVIEW
                        FIGURE 39 SAP: COMPANY SNAPSHOT
                        TABLE 149 SAP: PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 150 SAP: DEALS
             12.2.4 GENERAL ELECTRIC (GE)
                        TABLE 151 GENERAL ELECTRIC (GE): COMPANY OVERVIEW
                        FIGURE 40 GENERAL ELECTRIC (GE): COMPANY SNAPSHOT
                        TABLE 152 GENERAL ELECTRIC (GE): PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 153 GENERAL ELECTRIC (GE): DEALS
             12.2.5 LUFTHANSA TECHNIK
                        TABLE 154 LUFTHANSA TECHNIK: COMPANY OVERVIEW
                        FIGURE 41 LUFTHANSA TECHNIK: COMPANY SNAPSHOT
                        TABLE 155 LUFTHANSA TECHNIK: PRODUCTS /SERVICES/SOLUTIONS OFFERED
                        TABLE 156 LUFTHANSA TECHNIK: DEALS
             12.2.6 HONEYWELL INTERNATIONAL INC.
                        TABLE 157 HONEYWELL INTERNATIONAL INC.: COMPANY OVERVIEW
                        FIGURE 42 HONEYWELL INTERNATIONAL INC.: COMPANY SNAPSHOT
                        TABLE 158 HONEYWELL INTERNATIONAL INC.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 159 HONEYWELL INTERNATIONAL INC: DEALS
             12.2.7 ANSYS, INC.
                        TABLE 160 ANSYS, INC.: COMPANY OVERVIEW
                        FIGURE 43 ANSYS, INC.: COMPANY SNAPSHOT
                        TABLE 161 ANSYS, INC: PRODUCTS/SERVICES/SOLUTIONS OFFERED
             12.2.8 IFS
                        TABLE 162 IFS: COMPANY OVERVIEW
                        FIGURE 44 IFS: COMPANY SNAPSHOT
                        TABLE 163 IFS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
                        TABLE 164 IFS: DEALS
             12.2.9 AIRBUS
                        TABLE 165 AIRBUS: COMPANY OVERVIEW
                        FIGURE 45 AIRBUS: COMPANY SNAPSHOT
                        TABLE 166 AIRBUS: PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 167 AIRBUS: DEALS
             12.2.10 RAMCO SYSTEMS
                        TABLE 168 RAMCO SYSTEMS: COMPANY OVERVIEW
                        FIGURE 46 RAMCO SYSTEMS: COMPANY SNAPSHOT
                        TABLE 169 RAMCO SYSTEMS: PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 170 RAMCO SYSTEMS: DEALS
             12.2.11 CAPGEMINI
                        TABLE 171 CAPGEMINI: COMPANY OVERVIEW
                        FIGURE 47 CAPGEMINI: COMPANY SNAPSHOT
                        TABLE 172 CAPGEMINI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
             12.2.12 HEXAWARE TECHNOLOGIES LIMITED
                        TABLE 173 HEXAWARE TECHNOLOGIES LIMITED: COMPANY OVERVIEW
                        FIGURE 48 HEXAWARE TECHNOLOGIES LIMITED: COMPANY SNAPSHOT
                        TABLE 174 HEXAWARE TECHNOLOGIES LIMITED: PRODUCTS/SERVICES/SOLUTIONS OFFERED
             12.2.13 RUSADA
                        TABLE 175 RUSADA: COMPANY OVERVIEW
                        TABLE 176 RUSADA: PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 177 RUSADA: DEALS
             12.2.14 SWISS AVIATIONSOFTWARE LTD.
                        TABLE 178 SWISS AVIATIONSOFTWARE LTD.: COMPANY OVERVIEW
                        TABLE 179 SWISS AVIATIONSOFTWARE LTD.: PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 180 SWISS AVIATIONSOFTWARE LTD.: DEALS
             12.2.15 JET SUPPORT SERVICES, INC. (JSSI)
                        TABLE 181 JET SUPPORT SERVICES, INC. (JSSI): COMPANY OVERVIEW
                        TABLE 182 JET SUPPORT SERVICES, INC. (JSSI): PRODUCTS/SERVICES/SOLUTIONS OFFERED
                        TABLE 183 JET SUPPORT SERVICES, INC. (JSSI): OTHERS
*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 
             12.3.1 AIIR INNOVATIONS
                        TABLE 184 AIIR INNOVATIONS: COMPANY OVERVIEW
             12.3.2 SITA
                        TABLE 185 SITA: COMPANY OVERVIEW
             12.3.3 EON REALITY
                        TABLE 186 EON REALITY: COMPANY OVERVIEW
             12.3.4 WINAIR
                        TABLE 187 WINAIR: COMPANY OVERVIEW
             12.3.5 JASOREN
                        TABLE 188 JASOREN: COMPANY OVERVIEW
             12.3.6 FUTURE VISUAL
                        TABLE 189 FUTURE VISUAL: COMPANY OVERVIEW
             12.3.7 FOUNTX
                        TABLE 190 FOUNTX: COMPANY OVERVIEW
             12.3.8 MAGIC LEAP
                        TABLE 191 MAGIC LEAP: COMPANY OVERVIEW
             12.3.9 AEROSTRAT
                        TABLE 192 AEROSTRAT: COMPANY OVERVIEW
             12.3.10 EMPOWERMX
                        TABLE 193 EMPOWERMX: COMPANY OVERVIEW
 
13 APPENDIX (Page No. - 215)
     13.1 DISCUSSION GUIDE 
     13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 
     13.3 CUSTOMIZATION OPTIONS 
     13.4 RELATED REPORTS 
     13.5 AUTHOR DETAILS 
 

This research study on the digital MRO market involved the extensive use of secondary sources, directories, and databases, such as Hoovers, Bloomberg BusinessWeek, and Factiva, to identify and collect information relevant to the market. The primary sources included industry experts, service providers, manufacturers, solution providers, technology developers, alliances, and organizations related to all segments of the value chain in this industry. In-depth interviews with various primary respondents, including key industry participants, industry consultants, and C-level executives, were conducted to obtain and verify critical qualitative and quantitative information pertaining to the digital MRO market and to assess its growth prospects.

Secondary Research

The ranking analysis of companies in the digital MRO market was determined using secondary data from paid and unpaid sources and by analyzing the product portfolios of major companies. These companies were rated based on the performance and quality of their products. These data points were further validated by primary sources.
Secondary sources referred for this research study included financial statements of companies offering advanced MRO solutions and robotics and various trade, business, and professional associations, among others. The secondary data was collected and analyzed to arrive at the overall size of the market, which was validated by primary respondents.

Primary Research

Extensive primary research was conducted after obtaining information about the current scenario of the digital MRO market through secondary research. Several primary interviews were conducted with market experts from both the demand and supply sides across regions, namely, North America, Europe, Asia Pacific, and Rest of the World. This data was collected through questionnaires, emails, and telephonic interviews. In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, such as chief experience officers (CXOs), vice presidents (VPs), and directors, from business development, marketing, and product development/innovation teams, and related key executives from digital MRO vendors.

Digital MRO Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Digital MRO is an upcoming and emerging market that has been enabled due to advancements in technologies and innovations to simplify complex processes. Both top-down and bottom-up approaches were used to estimate and validate the market size. The research methodology used to estimate the market size also includes the following.

  • Key players were identified through secondary research, and their market ranking was determined through primary and secondary research. This included a study of annual and financial reports of the top market players and extensive interviews of leaders, including CEOs, directors, and marketing executives.
  • All percentage shares, splits, and breakdowns were determined using secondary sources and verified through primary sources.
  • All possible parameters that affect the markets covered in this research study were accounted for, viewed in extensive detail, verified through primary research, and analyzed to obtain the final quantitative and qualitative data. This data was consolidated, enhanced with detailed inputs, analyzed by MarketsandMarkets, and presented in this report.

Research Approach and Methodology Bottom-Up Approach

The bottom-up approach was employed to arrive at the overall size of the digital MRO market by estimating the revenues of key players and their shares in the market. The average selling price for different types of advanced digital technologies was derived for key countries. This price was multiplied by the total numbers of MROs, airlines, and OEMs and the adoption rate of digital technologies to arrive at the market size at the country level. Values obtained for multiple countries were summed up to arrive at the regional market size and the global market size.

Digital MRO Market Size, and Bottom-Up Approach

Top Down Approach

segments through percentage splits obtained from primary and secondary research. For the calculation of the size of specific market segments, the size of the immediate parent market was used to implement the top-down approach. The bottom-up approach was also implemented to validate the revenues obtained for various segments.

Market share was estimated for each company to verify revenue shares used in the bottom-up approach. With the data triangulation procedure and validation of data through primaries, the sizes of the parent market and each individual segment were determined and confirmed in this study.

Digital MRO Market Size, and Top Down Approach

Market Definition

Digital Maintenance, Repair, And Overhaul (MRO) is the implementation of digital technologies in the maintenance, repair, and overhaul procedures of the aviation sector. Data analytics, artificial intelligence, and other cutting-edge technologies are integrated to streamline aviation maintenance and repair processes, cut downtime, and boost safety and reliability. The implementation of digital MRO is anticipated to revolutionize the aviation sector by raising standards for reliability, efficiency, and safety while lowering expenses and downtime.

Key Stakeholders

  • Aircraft MROs
  • Airlines and Aircraft Operators
  • Aircraft Manufacturers
  • Aircraft Engine Manufacturers
  • Regulatory Bodies
  • Research Institutes and Organizations
  • Wholesalers, Retailers, and Distributors of MRO Software and Services

Objectives of the Report

  • To define, describe, segment, and forecast the size of the digital maintenance, repair, and overhaul (MRO) market based on end user, technology, application, and region for the forecast period from 2023 to 2030
  • To forecast the size of various segments of the digital MRO market with respect to 4 major regions, namely, North America, Europe, Asia Pacific, and Rest of the World (RoW), along with the major countries in each of these regions
  • To identify and analyze the key drivers, restraints, opportunities, and challenges influencing the growth of the digital MRO market
  • To identify and analyze various regional contracts in the digital MRO market
  • To identify industry trends, market trends, and technology trends currently prevailing in the digital MRO market
  • To strategically analyze micromarkets with respect to individual growth trends, prospects, and contributions to the overall market
  • To analyze the degree of competition in the digital MRO market by identifying key market players
  • To analyze competitive developments such as contracts, acquisitions, partnerships, agreements, collaborations, funding, and new product launches & developments of key players in the digital MRO market

Available Customizations

MarketsandMarkets offers the following customizations for this market report:

  • Additional country-level analysis of the digital MRO market
  • Profiling of additional market players (up to 5)

Product Analysis

  • Product matrix, which provides a detailed comparison of the product portfolio of each company in the digital MRO market
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

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Report Code
AS 7330
Published ON
May, 2023
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