Aviation Analytics Market by Component (Services, Solutions), Deployment (On-premises, Cloud), Application, End-User (MROs, Airlines, Airports, OEMs), Business Function, Region (North America, Europe, APAC, RoW) - Global Forecast to 2027
Aviation Analytics Market by Component (Services, Solutions), Deployment (On-premises, Cloud), Application, End-User (MROs, Airlines, Airports, OEMs), Business Function, Region (North America, Europe, APAC, RoW) - Global Forecast to 2027
Abstract
The aviation analytics market is projected to grow from USD 2.5 billion in 2022 to USD 4.7 billion by 2027, at a CAGR of 13.0% from 2022 to 2027. Aviation analytics is an evolving technology, which is increasingly being used to arrive at actionable insights for various business functions. The aviation analytics market is highly competitive, with many existing analytical solution providers and increasing niche players who have a significant regional reach.
The aviation analytics market includes major players Oracle Corporation (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, Middle East and the Rest of the World. COVID-19 has impacted their businesses as well. Industry experts believe that COVID-19 could affect aviation analytics services by 40-45% globally in 2020.
“The mobility & functionality segment of the aviation analytics market is expected to grow at the highest CAGR during forecast period.”
The growing need to modernize aircraft fleet and airport operations in order to improve flight safety is a major factor driving the demand for aviation analytics in flight risk management.
“Based on end user, the airport segment is projected to lead the aviation analytics market across the forecast period”
Growing preferences for air travel and demand for passenger convenience and safety are driving the demand for aviation analytics solutions in airports. Sales and marketing, inventory management, customer experience, and wealth management are some of the major functions of aviation analytics solutions deployed in airports. Airports are segmented into three categories, small, medium, and large airports.
“The North American region is estimated to account for the largest share of the aviation analytics market in 2022”
The adoption of aviation analytics solutions is higher in North America as compared to other regions. This is mainly because of the presence of various developed economies such as Canada and the US. The region also has been benefiting from low oil prices, improved efficiency in aircraft operations, and a steady labor market over the years.
The break-up of the profiles of primary participants in the aviation analytics 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%, Rest of the World - 5%
Major players in the aviation analytics market are IBM Corporation (US), IFS (Sweden), Ramco Systems (India), SAP (Germany), Swiss AviationSoftware (Switzerland), Lufthansa Technik (Germany), General Electric (US), Oracle Corporation (US), and Honeywell International (US).
Research Coverage
This market study covers the aviation analytics 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, component, deployment, 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 aviation analytics market and its segments. This study is also expected to provide region-wise information about the applications wherein aviation analytics 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 aviation analytics market
Content
Table of Contents
1INTRODUCTION27
1.1STUDY OBJECTIVES27
1.2MARKET DEFINITION27
1.3MARKET SCOPE28
FIGURE 1MARKET SEGMENTATION28
1.3.1REGIONAL SCOPE28
1.3.2YEARS CONSIDERED29
1.4CURRENCY CONSIDERED29
TABLE 1USD EXCHANGE RATES29
1.5LIMITATION30
1.6INCLUSIONS & EXCLUSIONS30
TABLE 2AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION: INCLUSIONS & EXCLUSIONS30
1.7MARKET STAKEHOLDERS31
1.8SUMMARY OF CHANGES31
2RESEARCH METHODOLOGY32
2.1RESEARCH DATA32
FIGURE 2RESEARCH PROCESS FLOW32
FIGURE 3RESEARCH DESIGN33
2.1.1SECONDARY DATA33
2.1.1.1Key data from secondary sources34
2.1.2PRIMARY DATA34
2.1.2.1Key data from primary sources35
2.1.2.2Breakdown of primaries35
2.1.2.3Key industry insights36
2.2MARKET DEFINITION & SCOPE36
2.2.1EXCLUSIONS36
2.3RESEARCH METHODOLOGY36
2.3.1BOTTOM-UP APPROACH37
FIGURE 4MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH38
2.3.2TOP-DOWN APPROACH38
FIGURE 5MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH38
2.4DATA TRIANGULATION39
FIGURE 6DATA TRIANGULATION39
2.5RESEARCH ASSUMPTIONS40
2.6RISK ANALYSIS40
3EXECUTIVE SUMMARY41
FIGURE 7BY END USER, AIRPORTS SEGMENT PROJECTED TO LEAD MARKET FROM 2022 TO 202741
FIGURE 8BY BUSINESS FUNCTION, FINANCE SEGMENT PROJECTED TO LEAD MARKET DURING FORECAST PERIOD42
FIGURE 9AVIATION ANALYTICS MARKET IN ASIA PACIFIC PROJECTED TO REGISTER HIGHEST CAGR FROM 2022 TO 202742
4PREMIUM INSIGHTS44
4.1ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AVIATION ANALYTICS MARKET44
FIGURE 10DEMAND FOR OPTIMIZED BUSINESS OPERATIONS DRIVES MARKET44
4.2AVIATION ANALYTICS MARKET, BY APPLICATION45
FIGURE 11WEALTH MANAGEMENT SEGMENT EXPECTED TO LEAD MARKET DURING FORECAST PERIOD45
4.3AVIATION ANALYTICS MARKET, BY DEPLOYMENT46
FIGURE 12CLOUD SEGMENT PROJECTED TO REGISTER HIGHER CAGR THAN ON-PREMISES SEGMENT DURING FORECAST PERIOD46
4.4AVIATION ANALYTICS MARKET, BY MAJOR COUNTRIES46
FIGURE 13AVIATION ANALYTICS MARKET IN INDIA PROJECTED TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD46
5MARKET OVERVIEW47
5.1MARKET INTRODUCTION47
5.2MARKET DYNAMICS47
FIGURE 14AVIATION ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES & CHALLENGES47
5.2.1DRIVERS48
5.2.1.1Advancement in cloud-based IT solutions for data collection48
5.2.1.2Demand for optimized business operations through application of structured analytical solutions48
5.2.1.3Growing emphasis on identifying new market opportunities by analyzing customer behavior and preferences48
5.2.1.4Reduced maintenance costs and downtime by employing predictive analytics49
5.2.2RESTRAINTS49
5.2.2.1Lack of appropriate analytical skills49
5.2.3OPPORTUNITIES49
5.2.3.1Cloud-based real-time data collection and analytics49
5.2.3.2Incorporation of AI-based analytics solutions for critical functions in aviation industry49
5.2.4CHALLENGES50
5.2.4.1Requirement for diverse data models50
5.3TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES50
5.3.1REVENUE SHIFT AND NEW REVENUE POCKETS FOR AVIATION ANALYTICS MARKET50
FIGURE 15REVENUE SHIFT IN AVIATION ANALYTICS MARKET50
5.4MARKET ECOSYSTEM51
5.4.1PROMINENT COMPANIES51
5.4.2PRIVATE AND SMALL ENTERPRISES51
5.4.3END USERS51
FIGURE 16AVIATION ANALYTICS ECOSYSTEM51
TABLE 3AVIATION ANALYTICS MARKET ECOSYSTEM52
5.5AVIATION ANALYTICS SOLUTIONS, BY CATEGORY53
TABLE 4AVIATION ANALYTICS SOLUTIONS, BY CATEGORY53
5.6AVERAGE SELLING PRICE OF ANALYTICS SOLUTIONS53
FIGURE 17AVERAGE SELLING PRICE TREND OF ANALYTICS SOLUTIONS (2019–2022)53
5.7VALUE CHAIN ANALYSIS54
FIGURE 18VALUE CHAIN ANALYSIS: AVIATION ANALYTICS MARKET54
5.8USE CASE ANALYSIS55
5.8.1USE CASE: HOW TO UTILIZE CARGO CAPACITY AS EFFICIENTLY AS POSSIBLE BY ANTICIPATING UNUSED SPACE55
TABLE 5UTILIZING CARGO CAPACITY55
5.8.2USE CASE: INCREASING FUEL EFFICIENCY OF AIRCRAFT55
TABLE 6INCREASE IN FUEL EFFICIENCY OF AIRCRAFT55
5.8.3USE CASE: REDUCED COST THROUGH PREDICTIVE MAINTENANCE FOR AIRLINES56
TABLE 7PREDICTIVE MAINTENANCE56
5.9PORTER’S FIVE FORCES ANALYSIS57
TABLE 8AVIATION ANALYTICS MARKET: PORTER'S FIVE FORCES ANALYSIS57
FIGURE 19PORTER’S FIVE FORCES ANALYSIS: INTENSITY OF COMPETITIVE RIVALRY IS HIGH IN AVIATION ANALYTICS MARKET57
5.9.1THREAT OF NEW ENTRANTS58
5.9.2THREAT OF SUBSTITUTES58
5.9.3BARGAINING POWER OF SUPPLIERS58
5.9.4BARGAINING POWER OF BUYERS58
5.9.5INTENSITY OF COMPETITIVE RIVALRY58
5.10TECHNOLOGY ANALYSIS59
5.10.1SENSORS59
5.10.2CLOUD COMPUTING59
5.10.3ARTIFICIAL INTELLIGENCE AND DATA ANALYTICS59
5.10.4BLOCKCHAIN TECHNOLOGY60
5.11TRADE ANALYSIS61
5.12TRADE DATA ANALYSIS61
TABLE 9COUNTRY-WISE IMPORT, 2019–2021 (USD THOUSAND)61
TABLE 10COUNTRY-WISE EXPORT, 2019-2021 (USD THOUSAND)61
5.13KEY STAKEHOLDERS AND BUYING CRITERIA62
5.13.1KEY STAKEHOLDERS IN BUYING PROCESS62
FIGURE 20INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS OF TOP THREE APPLICATIONS62
TABLE 11INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS OF TOP THREE APPLICATIONS (%)62
5.13.2BUYING CRITERIA63
FIGURE 21KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS63
TABLE 12KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS63
5.14TARIFF AND REGULATORY LANDSCAPE64
5.14.1REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS64
TABLE 13NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS64
TABLE 14EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS64
TABLE 15ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS65
TABLE 16MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS65
TABLE 17LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS65
5.15KEY CONFERENCES AND EVENTS IN 2022–202366
TABLE 18AVIATION ANALYTICS MARKET: CONFERENCES AND EVENTS66
6INDUSTRY TRENDS67
6.1INTRODUCTION67
6.2TECHNOLOGICAL ADVANCEMENTS IN AVIATION INDUSTRY67
6.2.1INTERNET OF THINGS (IOT)67
6.2.2BLOCKCHAIN APPLICATION IN ANALYTICS67
6.2.3OPTIMIZATION OF OPERATIONS68
6.2.4DIGITAL TWIN68
6.3EMERGING TRENDS68
6.3.1SMART WEARABLE GADGETS68
6.3.2BIG DATA68
6.3.3BIOMETRIC TECHNOLOGY68
6.3.4CYBERSECURITY AND CLOUD69
6.4AVIATION ANALYTICS MARKET: NEW TECHNOLOGIES AND THEIR APPLICATIONS69
6.4.1INTRODUCTION69
6.4.2AVIATION CLOUD TECHNOLOGY69
6.4.3ADVANCED ANALYTICS AND DIGITAL TRANSFORMATION70
6.4.4DATA ROUTING70
6.4.5ARTIFICIAL INTELLIGENCE70
6.4.6INTERNET OF THINGS71
6.5TARIFF REGULATORY LANDSCAPE ANALYTICS SOLUTIONS71
6.5.1NORTH AMERICA71
6.5.2EUROPE71
6.6IMPACT OF MEGATRENDS: AVIATION CLOUD72
6.6.1DIGITALIZATION72
6.6.2SUSTAINABILITY – NET ZERO CARBON EMISSION72
6.6.3IOT-BASED EQUIPMENT TRACKS PERFORMANCE AND MAINTENANCE NEEDS72
6.7AVIATION ANALYTICS MARKET: PATENT ANALYSIS73
TABLE 19INNOVATIONS & PATENT REGISTRATIONS, 2019–202273
7AVIATION ANALYTICS MARKET, BY COMPONENT74
7.1INTRODUCTION75
FIGURE 22BY COMPONENT, SOLUTIONS SEGMENT ESTIMATED TO DOMINATE MARKET DURING FORECAST PERIOD75
TABLE 20AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)75
TABLE 21AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)75
7.2SOLUTIONS76
7.2.1GROWING ADOPTION OF ANALYTICAL SOLUTIONS FOR DIFFERENT BUSINESS FUNCTIONS TO STIMULATE MARKET GROWTH76
7.3SERVICES76
7.3.1PROFESSIONAL SERVICES76
7.3.1.1Demand for third-party support and maintenance services76
7.3.2MANAGED SERVICES76
7.3.2.1Facilitate enterprises in managing IT system requirements76
7.3.3SAAS76
7.3.3.1Demand for minimizing task of software maintenance76
8AVIATION ANALYTICS MARKET, BY DEPLOYMENT77
8.1INTRODUCTION78
FIGURE 23BY DEPLOYMENT, ON-PREMISES SEGMENT PROJECTED TO LEAD MARKET DURING FORECAST PERIOD78
TABLE 22AVIATION ANALYTICS MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)78
TABLE 23AVIATION ANALYTICS MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)78
8.2ON-PREMISES79
8.2.1ENHANCING IN-HOUSE SOFTWARE INFRASTRUCTURE TO DRIVE SEGMENT79
8.3CLOUD79
8.3.1ENHANCED DATA SECURITY OFFERED BY SOLUTION PROVIDERS TO STIMULATE DEMAND FOR CLOUD DEPLOYMENT79
9AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION80
9.1INTRODUCTION81
FIGURE 24BY BUSINESS FUNCTION, FINANCE SEGMENT PROJECTED TO LEAD MARKET DURING FORECAST PERIOD81
TABLE 24AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)81
TABLE 25AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)82
9.2FINANCE82
9.2.1AVIATION ANALYTICS HELPS ORGANIZATIONS MANAGE FINANCE-RELATED FUNCTIONS EFFECTIVELY82
9.3OPERATIONS82
9.3.1AVIATION ANALYTICS ENABLES MANAGING OPERATIONAL ACTIVITIES MORE EFFICIENTLY82
9.4MAINTENANCE & REPAIR82
9.4.1PREDICTIVE ANALYTICS HELPS ORGANIZATIONS REDUCE DOWNTIME AND REPAIR COSTS82
9.5SALES & MARKETING83
9.5.1AVIATION ANALYTICS HELPS AIRLINES DEVISE STRATEGIES FOR MARKETING CAMPAIGNS83
9.6SUPPLY CHAIN83
9.6.1AVIATION ANALYTICS HELPS FORECAST AND REPORT REQUIREMENTS OF RAW MATERIALS83
9.7OTHERS83
10AVIATION ANALYTICS MARKET, BY APPLICATION84
10.1INTRODUCTION85
FIGURE 25BY APPLICATION, WEALTH MANAGEMENT SEGMENT PROJECTED TO DOMINATE MARKET DURING FORECAST PERIOD85
TABLE 26AVIATION ANALYTICS MARKET, BY APPLICATION, 2018–2021 (USD MILLION)86
TABLE 27AVIATION ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION)86
10.2FLIGHT RISK MANAGEMENT87
10.2.1DEMAND FOR IMPROVED IN-FLIGHT SAFETY TO AVOID ACCIDENTS DRIVES SEGMENT87
10.3FUEL MANAGEMENT87
10.3.1FUEL MANAGEMENT PROVIDES IN-FLIGHT FUEL CONSUMPTION DATA TO BETTER PLAN ROUTE87
10.4ROUTE MANAGEMENT87
10.4.1AVIATION ANALYTICS IN ROUTE MANAGEMENT ANALYZES REAL-TIME WEATHER-RELATED INFORMATION AND ENABLES SAFE TRAVEL87
10.5FLEET MANAGEMENT87
10.5.1AVIATION ANALYTICS EFFECTIVELY MANAGES AIRLINE FLEET TO MEET PASSENGER DEMANDS DURING PEAK TRAVEL PERIODS87
10.6INVENTORY MANAGEMENT87
10.6.1AVIATION ANALYTICS HELPS SYSTEMATICALLY SOURCE AND STORE RAW MATERIALS AND FINISHED GOODS DURING VARIOUS OPERATIONS87
10.7WEALTH MANAGEMENT88
10.7.1WEALTH MANAGEMENT INVOLVES REPORTING FINANCIAL DETAILS AND PLANNING FOR PORTFOLIO AND ACCOUNTING88
10.8INSPECTION88
10.8.1AVIATION ANALYTICS HELPS DETECT EARLY SIGNS OF COMPONENT FAILURE AND ENSURES SAFETY88
10.9PERFORMANCE MONITORING88
10.9.1PERFORMANCE MONITORING ENABLES USE OF EFFECTIVE SET OF PARAMETERS TO IMPROVE OPERATIONAL EFFICIENCY AND PROFITABILITY88
10.10PREDICTIVE ANALYTICS88
10.10.1PREDICTIVE ANALYTICS ANALYZES CURRENT DATA AND OFFERS INTELLIGENT PREDICTIONS FOR CERTAIN PERIODS IN FUTURE88
10.11PART REPLACEMENT88
10.11.1AVIATION ANALYTICS PROVIDES INSIGHTS INTO PARTS REPLACEMENT DURING AIRCRAFT MAINTENANCE AND OVERHAUL88
10.12SUPPLY CHAIN PLANNING & PROCUREMENT89
10.12.1INCREASING ADOPTION OF AVIATION ANALYTICS FOR COST-EFFICIENT SUPPLY CHAIN OPERATIONS DRIVES SEGMENT89
10.13ENERGY MANAGEMENT89
10.13.1ENERGY MANAGEMENT PROVIDES DATA RELATED TO AIRSPEED AND THRUST, AMONG OTHER CRUCIAL PARAMETERS FOR IN-FLIGHT SAFETY89
10.14EMERGENCY MANAGEMENT89
10.14.1AIRPORTS AND AIRCRAFT EMPLOY EMERGENCY MANAGEMENT SOLUTIONS TO ENSURE EFFECTIVE RESPONSE PLANS DURING STATE OF EMERGENCY89
10.15MOBILITY & FUNCTIONALITY89
10.15.1MOBILITY & FUNCTIONALITY INTEGRATION INTO AVIATION BUSINESS FUNCTIONS IMPROVES CUSTOMER EXPERIENCE89
11AVIATION ANALYTICS MARKET, BY END USER90
11.1INTRODUCTION91
FIGURE 26BY END USER, AIRPORTS SEGMENT PROJECTED TO LEAD MARKET FROM 2022 TO 202791
TABLE 28AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)91
TABLE 29AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)91
11.2AIRLINES92
TABLE 30AVIATION ANALYTICS MARKET FOR AIRLINES, BY TYPE, 2018–2021 (USD MILLION)92
TABLE 31AVIATION ANALYTICS MARKET FOR AIRLINES, BY TYPE, 2022–2027 (USD MILLION)92
11.2.1SMALL AIRLINES92
11.2.1.1Small airlines outsource aviation analytics solutions to save costs on capital investment and human resources92
11.2.2MEDIUM AIRLINES92
11.2.2.1Medium airlines use advanced software to undertake core operations92
11.2.3LARGE AIRLINES93
11.2.3.1Most large airlines completely digitalize business operations by sharing real-time data with OEMs and third-party MROs93
11.3MROS93
TABLE 32AVIATION ANALYTICS MARKET FOR MROS, BY TYPE, 2018–2021 (USD MILLION)93
TABLE 33AVIATION ANALYTICS MARKET FOR MROS, BY TYPE, 2022–2027 (USD MILLION)93
11.3.1SMALL MROS94
11.3.1.1Limited budgets and expertise restrain adoption of aviation analytics by small MRO service providers94
11.3.2MEDIUM MROS94
11.3.2.1Most medium MRO service providers focus on digitization of crucial functionalities94
11.3.3LARGE MROS94
11.3.3.1Large MRO service providers concentrate on developing specialized aviation software94
11.4OEMS94
TABLE 34AVIATION ANALYTICS MARKET FOR OEMS, BY TYPE, 2018–2021 (USD MILLION)94
TABLE 35AVIATION ANALYTICS MARKET FOR OEMS, BY TYPE, 2022–2027 (USD MILLION)95
11.4.1AIRCRAFT OEMS95
11.4.1.1Aircraft manufacturers deploy aviation analytics solutions to gain real-time data related to several business functions95
11.4.2ENGINE OEMS95
11.4.2.1Engine manufacturers employ sophisticated network of sensor systems to gather data and improve operational efficiency95
11.5AIRPORTS95
TABLE 36AVIATION ANALYTICS MARKET FOR AIRPORTS, BY TYPE, 2018–2021 (USD MILLION)95
TABLE 37AVIATION ANALYTICS MARKET FOR AIRPORTS, BY TYPE, 2022–2027 (USD MILLION)96
11.5.1SMALL AIRPORTS96
11.5.1.1Limited passenger boarding and short budgets restrict small airports from deploying aviation analytics at full scale96
11.5.2MEDIUM AIRPORTS96
11.5.2.1Medium airports use sophisticated software to undertake core operations96
11.5.3LARGE AIRPORTS96
11.5.3.1Large airports emphasize on offering improved customer experience and managing various business functions efficiently96
12REGIONAL ANALYSIS97
12.1INTRODUCTION98
FIGURE 27AVIATION ANALYTICS MARKET: REGIONAL SNAPSHOT98
TABLE 38AVIATION ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2021 (USD MILLION)99
TABLE 39AVIATION ANALYTICS MARKET SIZE, BY APPLICATION, 2022–2027 (USD MILLION)99
TABLE 40AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)100
TABLE 41AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)100
TABLE 42AVIATION ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018–2021 (USD MILLION)100
TABLE 43AVIATION ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2022–2027 (USD MILLION)100
TABLE 44AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)101
TABLE 45AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)101
TABLE 46AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)101
TABLE 47AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)102
TABLE 48AVIATION ANALYTICS MARKET SIZE, BY REGION, 2018–2021 (USD MILLION)102
TABLE 49AVIATION ANALYTICS MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)102
12.2NORTH AMERICA103
12.2.1PESTLE ANALYSIS: NORTH AMERICA103
FIGURE 28NORTH AMERICA AVIATION ANALYTICS MARKET SNAPSHOT104
TABLE 50NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)104
TABLE 51NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)105
TABLE 52NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)105
TABLE 53NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)105
TABLE 54NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)106
TABLE 55NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY APPLICATION, 2022–2027 (USD MILLION)106
TABLE 56NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2018–2021 (USD MILLION)106
TABLE 57NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION)106
12.2.2US107
12.2.2.1Emphasis on enhancing passenger comfort to drive demand for aviation analytics107
TABLE 58US: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)107
TABLE 59US: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)107
TABLE 60US: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)108
TABLE 61US: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)108
TABLE 62US: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)108
TABLE 63US: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)108
12.2.3CANADA109
12.2.3.1Procurement of new generation commercial aircraft to drive demand for aviation analytics109
TABLE 64CANADA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)109
TABLE 65CANADA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)109
TABLE 66CANADA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)110
TABLE 67CANADA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)110
12.3EUROPE110
12.3.1PESTLE ANALYSIS: EUROPE110
FIGURE 29EUROPE AVIATION ANALYTICS MARKET SNAPSHOT112
TABLE 68EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)113
TABLE 69EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)113
TABLE 70EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)113
TABLE 71EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)114
TABLE 72EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)114
TABLE 73EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)114
TABLE 74EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2018–2021 (USD MILLION)115
TABLE 75EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION)115
12.3.2GERMANY116
12.3.2.1Presence of solution providers drives market116
TABLE 76GERMANY: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)116
TABLE 77GERMANY: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)116
TABLE 78GERMANY: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)117
TABLE 79GERMANY: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)117
TABLE 80GERMANY: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)117
TABLE 81GERMANY: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)117
12.3.3UK118
12.3.3.1Growing aviation network led to increased passenger footfall at UK airports118
TABLE 82UK: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)118
TABLE 83UK: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)118
TABLE 84UK: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)119
TABLE 85UK: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)119
TABLE 86UK: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)119
TABLE 87UK: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)119
12.3.4FRANCE120
12.3.4.1Growing adoption of technologically advanced analytics solutions in commercial aviation to drive market120
TABLE 88FRANCE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)120
TABLE 89FRANCE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)120
TABLE 90FRANCE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)121
TABLE 91FRANCE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)121
TABLE 92FRANCE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)121
TABLE 93FRANCE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)121
12.3.5SPAIN122
12.3.5.1Highly competitive aviation industry in Spain expected to impact market positively122
TABLE 94SPAIN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)122
TABLE 95SPAIN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)122
TABLE 96SPAIN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)123
TABLE 97SPAIN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)123
TABLE 98SPAIN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)123
TABLE 99SPAIN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)123
12.3.6SWEDEN124
12.3.6.1Emphasis on increasing fleet size expected to drive market124
TABLE 100SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)124
TABLE 101SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)124
TABLE 102SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)125
TABLE 103SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)125
TABLE 104SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)125
TABLE 105SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)125
12.3.7RUSSIA126
12.3.7.1Growing investments toward digitizing commercial aviation business to drive demand for aviation analytics126
TABLE 106RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)126
TABLE 107RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)126
TABLE 108RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)127
TABLE 109RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)127
TABLE 110RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)127
TABLE 111RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)127
12.3.8NETHERLANDS128
12.3.8.1Need for business analytics, corporate performance management, and advanced business architectures practices drives market128
TABLE 112NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)128
TABLE 113NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)128
TABLE 114NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)129
TABLE 115NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)129
TABLE 116NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)129
TABLE 117NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)129
12.3.9REST OF EUROPE130
TABLE 118REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)130
TABLE 119REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)130
TABLE 120REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)131
TABLE 121REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)131
TABLE 122REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)131
TABLE 123REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)131
12.4ASIA PACIFIC132
12.4.1PESTLE ANALYSIS: ASIA PACIFIC132
FIGURE 30ASIA PACIFIC AVIATION ANALYTICS MARKET SNAPSHOT133
TABLE 124ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)134
TABLE 125ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)134
TABLE 126ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)134
TABLE 127ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)135
TABLE 128ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)135
TABLE 129ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)135
TABLE 130ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COUNTRY, 2018–2021 (USD MILLION)135
TABLE 131ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION)136
12.4.2CHINA136
12.4.2.1Increased demand for air travel to contribute to market growth136
TABLE 132CHINA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)136
TABLE 133CHINA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)137
TABLE 134CHINA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)137
TABLE 135CHINA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)137
TABLE 136CHINA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)137
TABLE 137CHINA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)138
12.4.3JAPAN138
12.4.3.1Increasing demand for risk management and navigation solutions drives market138
TABLE 138JAPAN: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)138
TABLE 139JAPAN: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)139
TABLE 140JAPAN: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)139
TABLE 141JAPAN: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)139
TABLE 142JAPAN: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)139
TABLE 143JAPAN: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)140
12.4.4INDIA140
12.4.4.1High demand for automated enterprise resource planning (ERP) solutions by airports and airlines to drive market140
TABLE 144INDIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)140
TABLE 145INDIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)141
TABLE 146INDIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)141
TABLE 147INDIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)141
TABLE 148INDIA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)141
TABLE 149INDIA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)142
12.4.5SINGAPORE142
12.4.5.1Growing demand for data analytics tools to improve profitability142
TABLE 150SINGAPORE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)142
TABLE 151SINGAPORE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)143
TABLE 152SINGAPORE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)143
TABLE 153SINGAPORE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)143
TABLE 154SINGAPORE: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)143
TABLE 155SINGAPORE: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)144
12.4.6AUSTRALIA144
12.4.6.1Growing number of aircraft deliveries to drive market144
TABLE 156AUSTRALIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)144
TABLE 157AUSTRALIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)144
TABLE 158AUSTRALIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)145
TABLE 159AUSTRALIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)145
TABLE 160AUSTRALIA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)145
TABLE 161AUSTRALIA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)145
12.4.7REST OF ASIA PACIFIC146
TABLE 162REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)146
TABLE 163REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)146
TABLE 164REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)147
TABLE 165REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)147
TABLE 166REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)147
TABLE 167REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)147
12.5MIDDLE EAST148
12.5.1PESTLE ANALYSIS: MIDDLE EAST148
FIGURE 31MIDDLE EAST AVIATION ANALYTICS MARKET SNAPSHOT149
TABLE 168MIDDLE EAST: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)149
TABLE 169MIDDLE EAST: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)150
TABLE 170MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)150
TABLE 171MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)150
TABLE 172MIDDLE EAST: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)150
TABLE 173MIDDLE EAST: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)151
TABLE 174MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COUNTRY, 2018–2021 (USD MILLION)151
TABLE 175MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION)151
12.5.2SAUDI ARABIA152
12.5.2.1Increased air travel projected to contribute to market growth152
TABLE 176SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)152
TABLE 177SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)152
TABLE 178SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)153
TABLE 179SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)153
TABLE 180SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)153
TABLE 181SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)153
12.5.3UAE154
12.5.3.1Increasing demand for business analytics functions for aviation industry154
TABLE 182UAE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)154
TABLE 183UAE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)154
TABLE 184UAE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)155
TABLE 185UAE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)155
TABLE 186UAE: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)155
TABLE 187UAE: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)155
12.5.4ISRAEL156
12.5.4.1Growing deliveries of passenger aircraft drive demand for aviation analytics156
TABLE 188ISRAEL: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)156
TABLE 189ISRAEL: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)156
TABLE 190ISRAEL: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)157
TABLE 191ISRAEL: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)157
TABLE 192ISRAEL: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)157
TABLE 193ISRAEL: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)157
12.5.5QATAR158
12.5.5.1Emphasis on flight security using data analytics expected to drive market158
TABLE 194QATAR: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)158
TABLE 195QATAR: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)158
TABLE 196QATAR: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)159
TABLE 197QATAR: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)159
TABLE 198QATAR: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD M
The aviation analytics market includes major players Oracle Corporation (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, Middle East and the Rest of the World. COVID-19 has impacted their businesses as well. Industry experts believe that COVID-19 could affect aviation analytics services by 40-45% globally in 2020.
“The mobility & functionality segment of the aviation analytics market is expected to grow at the highest CAGR during forecast period.”
The growing need to modernize aircraft fleet and airport operations in order to improve flight safety is a major factor driving the demand for aviation analytics in flight risk management.
“Based on end user, the airport segment is projected to lead the aviation analytics market across the forecast period”
Growing preferences for air travel and demand for passenger convenience and safety are driving the demand for aviation analytics solutions in airports. Sales and marketing, inventory management, customer experience, and wealth management are some of the major functions of aviation analytics solutions deployed in airports. Airports are segmented into three categories, small, medium, and large airports.
“The North American region is estimated to account for the largest share of the aviation analytics market in 2022”
The adoption of aviation analytics solutions is higher in North America as compared to other regions. This is mainly because of the presence of various developed economies such as Canada and the US. The region also has been benefiting from low oil prices, improved efficiency in aircraft operations, and a steady labor market over the years.
The break-up of the profiles of primary participants in the aviation analytics 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%, Rest of the World - 5%
Major players in the aviation analytics market are IBM Corporation (US), IFS (Sweden), Ramco Systems (India), SAP (Germany), Swiss AviationSoftware (Switzerland), Lufthansa Technik (Germany), General Electric (US), Oracle Corporation (US), and Honeywell International (US).
Research Coverage
This market study covers the aviation analytics 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, component, deployment, 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 aviation analytics market and its segments. This study is also expected to provide region-wise information about the applications wherein aviation analytics 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 aviation analytics market
1INTRODUCTION27
1.1STUDY OBJECTIVES27
1.2MARKET DEFINITION27
1.3MARKET SCOPE28
FIGURE 1MARKET SEGMENTATION28
1.3.1REGIONAL SCOPE28
1.3.2YEARS CONSIDERED29
1.4CURRENCY CONSIDERED29
TABLE 1USD EXCHANGE RATES29
1.5LIMITATION30
1.6INCLUSIONS & EXCLUSIONS30
TABLE 2AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION: INCLUSIONS & EXCLUSIONS30
1.7MARKET STAKEHOLDERS31
1.8SUMMARY OF CHANGES31
2RESEARCH METHODOLOGY32
2.1RESEARCH DATA32
FIGURE 2RESEARCH PROCESS FLOW32
FIGURE 3RESEARCH DESIGN33
2.1.1SECONDARY DATA33
2.1.1.1Key data from secondary sources34
2.1.2PRIMARY DATA34
2.1.2.1Key data from primary sources35
2.1.2.2Breakdown of primaries35
2.1.2.3Key industry insights36
2.2MARKET DEFINITION & SCOPE36
2.2.1EXCLUSIONS36
2.3RESEARCH METHODOLOGY36
2.3.1BOTTOM-UP APPROACH37
FIGURE 4MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH38
2.3.2TOP-DOWN APPROACH38
FIGURE 5MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH38
2.4DATA TRIANGULATION39
FIGURE 6DATA TRIANGULATION39
2.5RESEARCH ASSUMPTIONS40
2.6RISK ANALYSIS40
3EXECUTIVE SUMMARY41
FIGURE 7BY END USER, AIRPORTS SEGMENT PROJECTED TO LEAD MARKET FROM 2022 TO 202741
FIGURE 8BY BUSINESS FUNCTION, FINANCE SEGMENT PROJECTED TO LEAD MARKET DURING FORECAST PERIOD42
FIGURE 9AVIATION ANALYTICS MARKET IN ASIA PACIFIC PROJECTED TO REGISTER HIGHEST CAGR FROM 2022 TO 202742
4PREMIUM INSIGHTS44
4.1ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AVIATION ANALYTICS MARKET44
FIGURE 10DEMAND FOR OPTIMIZED BUSINESS OPERATIONS DRIVES MARKET44
4.2AVIATION ANALYTICS MARKET, BY APPLICATION45
FIGURE 11WEALTH MANAGEMENT SEGMENT EXPECTED TO LEAD MARKET DURING FORECAST PERIOD45
4.3AVIATION ANALYTICS MARKET, BY DEPLOYMENT46
FIGURE 12CLOUD SEGMENT PROJECTED TO REGISTER HIGHER CAGR THAN ON-PREMISES SEGMENT DURING FORECAST PERIOD46
4.4AVIATION ANALYTICS MARKET, BY MAJOR COUNTRIES46
FIGURE 13AVIATION ANALYTICS MARKET IN INDIA PROJECTED TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD46
5MARKET OVERVIEW47
5.1MARKET INTRODUCTION47
5.2MARKET DYNAMICS47
FIGURE 14AVIATION ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES & CHALLENGES47
5.2.1DRIVERS48
5.2.1.1Advancement in cloud-based IT solutions for data collection48
5.2.1.2Demand for optimized business operations through application of structured analytical solutions48
5.2.1.3Growing emphasis on identifying new market opportunities by analyzing customer behavior and preferences48
5.2.1.4Reduced maintenance costs and downtime by employing predictive analytics49
5.2.2RESTRAINTS49
5.2.2.1Lack of appropriate analytical skills49
5.2.3OPPORTUNITIES49
5.2.3.1Cloud-based real-time data collection and analytics49
5.2.3.2Incorporation of AI-based analytics solutions for critical functions in aviation industry49
5.2.4CHALLENGES50
5.2.4.1Requirement for diverse data models50
5.3TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES50
5.3.1REVENUE SHIFT AND NEW REVENUE POCKETS FOR AVIATION ANALYTICS MARKET50
FIGURE 15REVENUE SHIFT IN AVIATION ANALYTICS MARKET50
5.4MARKET ECOSYSTEM51
5.4.1PROMINENT COMPANIES51
5.4.2PRIVATE AND SMALL ENTERPRISES51
5.4.3END USERS51
FIGURE 16AVIATION ANALYTICS ECOSYSTEM51
TABLE 3AVIATION ANALYTICS MARKET ECOSYSTEM52
5.5AVIATION ANALYTICS SOLUTIONS, BY CATEGORY53
TABLE 4AVIATION ANALYTICS SOLUTIONS, BY CATEGORY53
5.6AVERAGE SELLING PRICE OF ANALYTICS SOLUTIONS53
FIGURE 17AVERAGE SELLING PRICE TREND OF ANALYTICS SOLUTIONS (2019–2022)53
5.7VALUE CHAIN ANALYSIS54
FIGURE 18VALUE CHAIN ANALYSIS: AVIATION ANALYTICS MARKET54
5.8USE CASE ANALYSIS55
5.8.1USE CASE: HOW TO UTILIZE CARGO CAPACITY AS EFFICIENTLY AS POSSIBLE BY ANTICIPATING UNUSED SPACE55
TABLE 5UTILIZING CARGO CAPACITY55
5.8.2USE CASE: INCREASING FUEL EFFICIENCY OF AIRCRAFT55
TABLE 6INCREASE IN FUEL EFFICIENCY OF AIRCRAFT55
5.8.3USE CASE: REDUCED COST THROUGH PREDICTIVE MAINTENANCE FOR AIRLINES56
TABLE 7PREDICTIVE MAINTENANCE56
5.9PORTER’S FIVE FORCES ANALYSIS57
TABLE 8AVIATION ANALYTICS MARKET: PORTER'S FIVE FORCES ANALYSIS57
FIGURE 19PORTER’S FIVE FORCES ANALYSIS: INTENSITY OF COMPETITIVE RIVALRY IS HIGH IN AVIATION ANALYTICS MARKET57
5.9.1THREAT OF NEW ENTRANTS58
5.9.2THREAT OF SUBSTITUTES58
5.9.3BARGAINING POWER OF SUPPLIERS58
5.9.4BARGAINING POWER OF BUYERS58
5.9.5INTENSITY OF COMPETITIVE RIVALRY58
5.10TECHNOLOGY ANALYSIS59
5.10.1SENSORS59
5.10.2CLOUD COMPUTING59
5.10.3ARTIFICIAL INTELLIGENCE AND DATA ANALYTICS59
5.10.4BLOCKCHAIN TECHNOLOGY60
5.11TRADE ANALYSIS61
5.12TRADE DATA ANALYSIS61
TABLE 9COUNTRY-WISE IMPORT, 2019–2021 (USD THOUSAND)61
TABLE 10COUNTRY-WISE EXPORT, 2019-2021 (USD THOUSAND)61
5.13KEY STAKEHOLDERS AND BUYING CRITERIA62
5.13.1KEY STAKEHOLDERS IN BUYING PROCESS62
FIGURE 20INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS OF TOP THREE APPLICATIONS62
TABLE 11INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS OF TOP THREE APPLICATIONS (%)62
5.13.2BUYING CRITERIA63
FIGURE 21KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS63
TABLE 12KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS63
5.14TARIFF AND REGULATORY LANDSCAPE64
5.14.1REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS64
TABLE 13NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS64
TABLE 14EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS64
TABLE 15ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS65
TABLE 16MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS65
TABLE 17LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS65
5.15KEY CONFERENCES AND EVENTS IN 2022–202366
TABLE 18AVIATION ANALYTICS MARKET: CONFERENCES AND EVENTS66
6INDUSTRY TRENDS67
6.1INTRODUCTION67
6.2TECHNOLOGICAL ADVANCEMENTS IN AVIATION INDUSTRY67
6.2.1INTERNET OF THINGS (IOT)67
6.2.2BLOCKCHAIN APPLICATION IN ANALYTICS67
6.2.3OPTIMIZATION OF OPERATIONS68
6.2.4DIGITAL TWIN68
6.3EMERGING TRENDS68
6.3.1SMART WEARABLE GADGETS68
6.3.2BIG DATA68
6.3.3BIOMETRIC TECHNOLOGY68
6.3.4CYBERSECURITY AND CLOUD69
6.4AVIATION ANALYTICS MARKET: NEW TECHNOLOGIES AND THEIR APPLICATIONS69
6.4.1INTRODUCTION69
6.4.2AVIATION CLOUD TECHNOLOGY69
6.4.3ADVANCED ANALYTICS AND DIGITAL TRANSFORMATION70
6.4.4DATA ROUTING70
6.4.5ARTIFICIAL INTELLIGENCE70
6.4.6INTERNET OF THINGS71
6.5TARIFF REGULATORY LANDSCAPE ANALYTICS SOLUTIONS71
6.5.1NORTH AMERICA71
6.5.2EUROPE71
6.6IMPACT OF MEGATRENDS: AVIATION CLOUD72
6.6.1DIGITALIZATION72
6.6.2SUSTAINABILITY – NET ZERO CARBON EMISSION72
6.6.3IOT-BASED EQUIPMENT TRACKS PERFORMANCE AND MAINTENANCE NEEDS72
6.7AVIATION ANALYTICS MARKET: PATENT ANALYSIS73
TABLE 19INNOVATIONS & PATENT REGISTRATIONS, 2019–202273
7AVIATION ANALYTICS MARKET, BY COMPONENT74
7.1INTRODUCTION75
FIGURE 22BY COMPONENT, SOLUTIONS SEGMENT ESTIMATED TO DOMINATE MARKET DURING FORECAST PERIOD75
TABLE 20AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)75
TABLE 21AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)75
7.2SOLUTIONS76
7.2.1GROWING ADOPTION OF ANALYTICAL SOLUTIONS FOR DIFFERENT BUSINESS FUNCTIONS TO STIMULATE MARKET GROWTH76
7.3SERVICES76
7.3.1PROFESSIONAL SERVICES76
7.3.1.1Demand for third-party support and maintenance services76
7.3.2MANAGED SERVICES76
7.3.2.1Facilitate enterprises in managing IT system requirements76
7.3.3SAAS76
7.3.3.1Demand for minimizing task of software maintenance76
8AVIATION ANALYTICS MARKET, BY DEPLOYMENT77
8.1INTRODUCTION78
FIGURE 23BY DEPLOYMENT, ON-PREMISES SEGMENT PROJECTED TO LEAD MARKET DURING FORECAST PERIOD78
TABLE 22AVIATION ANALYTICS MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION)78
TABLE 23AVIATION ANALYTICS MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION)78
8.2ON-PREMISES79
8.2.1ENHANCING IN-HOUSE SOFTWARE INFRASTRUCTURE TO DRIVE SEGMENT79
8.3CLOUD79
8.3.1ENHANCED DATA SECURITY OFFERED BY SOLUTION PROVIDERS TO STIMULATE DEMAND FOR CLOUD DEPLOYMENT79
9AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION80
9.1INTRODUCTION81
FIGURE 24BY BUSINESS FUNCTION, FINANCE SEGMENT PROJECTED TO LEAD MARKET DURING FORECAST PERIOD81
TABLE 24AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)81
TABLE 25AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)82
9.2FINANCE82
9.2.1AVIATION ANALYTICS HELPS ORGANIZATIONS MANAGE FINANCE-RELATED FUNCTIONS EFFECTIVELY82
9.3OPERATIONS82
9.3.1AVIATION ANALYTICS ENABLES MANAGING OPERATIONAL ACTIVITIES MORE EFFICIENTLY82
9.4MAINTENANCE & REPAIR82
9.4.1PREDICTIVE ANALYTICS HELPS ORGANIZATIONS REDUCE DOWNTIME AND REPAIR COSTS82
9.5SALES & MARKETING83
9.5.1AVIATION ANALYTICS HELPS AIRLINES DEVISE STRATEGIES FOR MARKETING CAMPAIGNS83
9.6SUPPLY CHAIN83
9.6.1AVIATION ANALYTICS HELPS FORECAST AND REPORT REQUIREMENTS OF RAW MATERIALS83
9.7OTHERS83
10AVIATION ANALYTICS MARKET, BY APPLICATION84
10.1INTRODUCTION85
FIGURE 25BY APPLICATION, WEALTH MANAGEMENT SEGMENT PROJECTED TO DOMINATE MARKET DURING FORECAST PERIOD85
TABLE 26AVIATION ANALYTICS MARKET, BY APPLICATION, 2018–2021 (USD MILLION)86
TABLE 27AVIATION ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION)86
10.2FLIGHT RISK MANAGEMENT87
10.2.1DEMAND FOR IMPROVED IN-FLIGHT SAFETY TO AVOID ACCIDENTS DRIVES SEGMENT87
10.3FUEL MANAGEMENT87
10.3.1FUEL MANAGEMENT PROVIDES IN-FLIGHT FUEL CONSUMPTION DATA TO BETTER PLAN ROUTE87
10.4ROUTE MANAGEMENT87
10.4.1AVIATION ANALYTICS IN ROUTE MANAGEMENT ANALYZES REAL-TIME WEATHER-RELATED INFORMATION AND ENABLES SAFE TRAVEL87
10.5FLEET MANAGEMENT87
10.5.1AVIATION ANALYTICS EFFECTIVELY MANAGES AIRLINE FLEET TO MEET PASSENGER DEMANDS DURING PEAK TRAVEL PERIODS87
10.6INVENTORY MANAGEMENT87
10.6.1AVIATION ANALYTICS HELPS SYSTEMATICALLY SOURCE AND STORE RAW MATERIALS AND FINISHED GOODS DURING VARIOUS OPERATIONS87
10.7WEALTH MANAGEMENT88
10.7.1WEALTH MANAGEMENT INVOLVES REPORTING FINANCIAL DETAILS AND PLANNING FOR PORTFOLIO AND ACCOUNTING88
10.8INSPECTION88
10.8.1AVIATION ANALYTICS HELPS DETECT EARLY SIGNS OF COMPONENT FAILURE AND ENSURES SAFETY88
10.9PERFORMANCE MONITORING88
10.9.1PERFORMANCE MONITORING ENABLES USE OF EFFECTIVE SET OF PARAMETERS TO IMPROVE OPERATIONAL EFFICIENCY AND PROFITABILITY88
10.10PREDICTIVE ANALYTICS88
10.10.1PREDICTIVE ANALYTICS ANALYZES CURRENT DATA AND OFFERS INTELLIGENT PREDICTIONS FOR CERTAIN PERIODS IN FUTURE88
10.11PART REPLACEMENT88
10.11.1AVIATION ANALYTICS PROVIDES INSIGHTS INTO PARTS REPLACEMENT DURING AIRCRAFT MAINTENANCE AND OVERHAUL88
10.12SUPPLY CHAIN PLANNING & PROCUREMENT89
10.12.1INCREASING ADOPTION OF AVIATION ANALYTICS FOR COST-EFFICIENT SUPPLY CHAIN OPERATIONS DRIVES SEGMENT89
10.13ENERGY MANAGEMENT89
10.13.1ENERGY MANAGEMENT PROVIDES DATA RELATED TO AIRSPEED AND THRUST, AMONG OTHER CRUCIAL PARAMETERS FOR IN-FLIGHT SAFETY89
10.14EMERGENCY MANAGEMENT89
10.14.1AIRPORTS AND AIRCRAFT EMPLOY EMERGENCY MANAGEMENT SOLUTIONS TO ENSURE EFFECTIVE RESPONSE PLANS DURING STATE OF EMERGENCY89
10.15MOBILITY & FUNCTIONALITY89
10.15.1MOBILITY & FUNCTIONALITY INTEGRATION INTO AVIATION BUSINESS FUNCTIONS IMPROVES CUSTOMER EXPERIENCE89
11AVIATION ANALYTICS MARKET, BY END USER90
11.1INTRODUCTION91
FIGURE 26BY END USER, AIRPORTS SEGMENT PROJECTED TO LEAD MARKET FROM 2022 TO 202791
TABLE 28AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)91
TABLE 29AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)91
11.2AIRLINES92
TABLE 30AVIATION ANALYTICS MARKET FOR AIRLINES, BY TYPE, 2018–2021 (USD MILLION)92
TABLE 31AVIATION ANALYTICS MARKET FOR AIRLINES, BY TYPE, 2022–2027 (USD MILLION)92
11.2.1SMALL AIRLINES92
11.2.1.1Small airlines outsource aviation analytics solutions to save costs on capital investment and human resources92
11.2.2MEDIUM AIRLINES92
11.2.2.1Medium airlines use advanced software to undertake core operations92
11.2.3LARGE AIRLINES93
11.2.3.1Most large airlines completely digitalize business operations by sharing real-time data with OEMs and third-party MROs93
11.3MROS93
TABLE 32AVIATION ANALYTICS MARKET FOR MROS, BY TYPE, 2018–2021 (USD MILLION)93
TABLE 33AVIATION ANALYTICS MARKET FOR MROS, BY TYPE, 2022–2027 (USD MILLION)93
11.3.1SMALL MROS94
11.3.1.1Limited budgets and expertise restrain adoption of aviation analytics by small MRO service providers94
11.3.2MEDIUM MROS94
11.3.2.1Most medium MRO service providers focus on digitization of crucial functionalities94
11.3.3LARGE MROS94
11.3.3.1Large MRO service providers concentrate on developing specialized aviation software94
11.4OEMS94
TABLE 34AVIATION ANALYTICS MARKET FOR OEMS, BY TYPE, 2018–2021 (USD MILLION)94
TABLE 35AVIATION ANALYTICS MARKET FOR OEMS, BY TYPE, 2022–2027 (USD MILLION)95
11.4.1AIRCRAFT OEMS95
11.4.1.1Aircraft manufacturers deploy aviation analytics solutions to gain real-time data related to several business functions95
11.4.2ENGINE OEMS95
11.4.2.1Engine manufacturers employ sophisticated network of sensor systems to gather data and improve operational efficiency95
11.5AIRPORTS95
TABLE 36AVIATION ANALYTICS MARKET FOR AIRPORTS, BY TYPE, 2018–2021 (USD MILLION)95
TABLE 37AVIATION ANALYTICS MARKET FOR AIRPORTS, BY TYPE, 2022–2027 (USD MILLION)96
11.5.1SMALL AIRPORTS96
11.5.1.1Limited passenger boarding and short budgets restrict small airports from deploying aviation analytics at full scale96
11.5.2MEDIUM AIRPORTS96
11.5.2.1Medium airports use sophisticated software to undertake core operations96
11.5.3LARGE AIRPORTS96
11.5.3.1Large airports emphasize on offering improved customer experience and managing various business functions efficiently96
12REGIONAL ANALYSIS97
12.1INTRODUCTION98
FIGURE 27AVIATION ANALYTICS MARKET: REGIONAL SNAPSHOT98
TABLE 38AVIATION ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2021 (USD MILLION)99
TABLE 39AVIATION ANALYTICS MARKET SIZE, BY APPLICATION, 2022–2027 (USD MILLION)99
TABLE 40AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)100
TABLE 41AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)100
TABLE 42AVIATION ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018–2021 (USD MILLION)100
TABLE 43AVIATION ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2022–2027 (USD MILLION)100
TABLE 44AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)101
TABLE 45AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)101
TABLE 46AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)101
TABLE 47AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)102
TABLE 48AVIATION ANALYTICS MARKET SIZE, BY REGION, 2018–2021 (USD MILLION)102
TABLE 49AVIATION ANALYTICS MARKET SIZE, BY REGION, 2022–2027 (USD MILLION)102
12.2NORTH AMERICA103
12.2.1PESTLE ANALYSIS: NORTH AMERICA103
FIGURE 28NORTH AMERICA AVIATION ANALYTICS MARKET SNAPSHOT104
TABLE 50NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)104
TABLE 51NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)105
TABLE 52NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)105
TABLE 53NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)105
TABLE 54NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)106
TABLE 55NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY APPLICATION, 2022–2027 (USD MILLION)106
TABLE 56NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2018–2021 (USD MILLION)106
TABLE 57NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION)106
12.2.2US107
12.2.2.1Emphasis on enhancing passenger comfort to drive demand for aviation analytics107
TABLE 58US: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)107
TABLE 59US: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)107
TABLE 60US: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)108
TABLE 61US: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)108
TABLE 62US: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)108
TABLE 63US: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)108
12.2.3CANADA109
12.2.3.1Procurement of new generation commercial aircraft to drive demand for aviation analytics109
TABLE 64CANADA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)109
TABLE 65CANADA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)109
TABLE 66CANADA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)110
TABLE 67CANADA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)110
12.3EUROPE110
12.3.1PESTLE ANALYSIS: EUROPE110
FIGURE 29EUROPE AVIATION ANALYTICS MARKET SNAPSHOT112
TABLE 68EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)113
TABLE 69EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)113
TABLE 70EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)113
TABLE 71EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)114
TABLE 72EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)114
TABLE 73EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)114
TABLE 74EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2018–2021 (USD MILLION)115
TABLE 75EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION)115
12.3.2GERMANY116
12.3.2.1Presence of solution providers drives market116
TABLE 76GERMANY: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)116
TABLE 77GERMANY: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)116
TABLE 78GERMANY: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)117
TABLE 79GERMANY: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)117
TABLE 80GERMANY: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)117
TABLE 81GERMANY: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)117
12.3.3UK118
12.3.3.1Growing aviation network led to increased passenger footfall at UK airports118
TABLE 82UK: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)118
TABLE 83UK: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)118
TABLE 84UK: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)119
TABLE 85UK: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)119
TABLE 86UK: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)119
TABLE 87UK: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)119
12.3.4FRANCE120
12.3.4.1Growing adoption of technologically advanced analytics solutions in commercial aviation to drive market120
TABLE 88FRANCE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)120
TABLE 89FRANCE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)120
TABLE 90FRANCE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)121
TABLE 91FRANCE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)121
TABLE 92FRANCE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)121
TABLE 93FRANCE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)121
12.3.5SPAIN122
12.3.5.1Highly competitive aviation industry in Spain expected to impact market positively122
TABLE 94SPAIN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)122
TABLE 95SPAIN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)122
TABLE 96SPAIN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)123
TABLE 97SPAIN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)123
TABLE 98SPAIN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)123
TABLE 99SPAIN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)123
12.3.6SWEDEN124
12.3.6.1Emphasis on increasing fleet size expected to drive market124
TABLE 100SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)124
TABLE 101SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)124
TABLE 102SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)125
TABLE 103SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)125
TABLE 104SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)125
TABLE 105SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)125
12.3.7RUSSIA126
12.3.7.1Growing investments toward digitizing commercial aviation business to drive demand for aviation analytics126
TABLE 106RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)126
TABLE 107RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)126
TABLE 108RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)127
TABLE 109RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)127
TABLE 110RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)127
TABLE 111RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)127
12.3.8NETHERLANDS128
12.3.8.1Need for business analytics, corporate performance management, and advanced business architectures practices drives market128
TABLE 112NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)128
TABLE 113NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)128
TABLE 114NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)129
TABLE 115NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)129
TABLE 116NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)129
TABLE 117NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)129
12.3.9REST OF EUROPE130
TABLE 118REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)130
TABLE 119REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)130
TABLE 120REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION)131
TABLE 121REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION)131
TABLE 122REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION)131
TABLE 123REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION)131
12.4ASIA PACIFIC132
12.4.1PESTLE ANALYSIS: ASIA PACIFIC132
FIGURE 30ASIA PACIFIC AVIATION ANALYTICS MARKET SNAPSHOT133
TABLE 124ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)134
TABLE 125ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)134
TABLE 126ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)134
TABLE 127ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)135
TABLE 128ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)135
TABLE 129ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)135
TABLE 130ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COUNTRY, 2018–2021 (USD MILLION)135
TABLE 131ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION)136
12.4.2CHINA136
12.4.2.1Increased demand for air travel to contribute to market growth136
TABLE 132CHINA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)136
TABLE 133CHINA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)137
TABLE 134CHINA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)137
TABLE 135CHINA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)137
TABLE 136CHINA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)137
TABLE 137CHINA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)138
12.4.3JAPAN138
12.4.3.1Increasing demand for risk management and navigation solutions drives market138
TABLE 138JAPAN: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)138
TABLE 139JAPAN: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)139
TABLE 140JAPAN: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)139
TABLE 141JAPAN: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)139
TABLE 142JAPAN: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)139
TABLE 143JAPAN: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)140
12.4.4INDIA140
12.4.4.1High demand for automated enterprise resource planning (ERP) solutions by airports and airlines to drive market140
TABLE 144INDIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)140
TABLE 145INDIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)141
TABLE 146INDIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)141
TABLE 147INDIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)141
TABLE 148INDIA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)141
TABLE 149INDIA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)142
12.4.5SINGAPORE142
12.4.5.1Growing demand for data analytics tools to improve profitability142
TABLE 150SINGAPORE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)142
TABLE 151SINGAPORE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)143
TABLE 152SINGAPORE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)143
TABLE 153SINGAPORE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)143
TABLE 154SINGAPORE: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)143
TABLE 155SINGAPORE: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)144
12.4.6AUSTRALIA144
12.4.6.1Growing number of aircraft deliveries to drive market144
TABLE 156AUSTRALIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)144
TABLE 157AUSTRALIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)144
TABLE 158AUSTRALIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)145
TABLE 159AUSTRALIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)145
TABLE 160AUSTRALIA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)145
TABLE 161AUSTRALIA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)145
12.4.7REST OF ASIA PACIFIC146
TABLE 162REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)146
TABLE 163REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)146
TABLE 164REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)147
TABLE 165REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)147
TABLE 166REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)147
TABLE 167REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)147
12.5MIDDLE EAST148
12.5.1PESTLE ANALYSIS: MIDDLE EAST148
FIGURE 31MIDDLE EAST AVIATION ANALYTICS MARKET SNAPSHOT149
TABLE 168MIDDLE EAST: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)149
TABLE 169MIDDLE EAST: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)150
TABLE 170MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)150
TABLE 171MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)150
TABLE 172MIDDLE EAST: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)150
TABLE 173MIDDLE EAST: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)151
TABLE 174MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COUNTRY, 2018–2021 (USD MILLION)151
TABLE 175MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION)151
12.5.2SAUDI ARABIA152
12.5.2.1Increased air travel projected to contribute to market growth152
TABLE 176SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)152
TABLE 177SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)152
TABLE 178SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)153
TABLE 179SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)153
TABLE 180SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)153
TABLE 181SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)153
12.5.3UAE154
12.5.3.1Increasing demand for business analytics functions for aviation industry154
TABLE 182UAE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)154
TABLE 183UAE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)154
TABLE 184UAE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)155
TABLE 185UAE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)155
TABLE 186UAE: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)155
TABLE 187UAE: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)155
12.5.4ISRAEL156
12.5.4.1Growing deliveries of passenger aircraft drive demand for aviation analytics156
TABLE 188ISRAEL: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)156
TABLE 189ISRAEL: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)156
TABLE 190ISRAEL: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)157
TABLE 191ISRAEL: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)157
TABLE 192ISRAEL: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION)157
TABLE 193ISRAEL: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION)157
12.5.5QATAR158
12.5.5.1Emphasis on flight security using data analytics expected to drive market158
TABLE 194QATAR: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION)158
TABLE 195QATAR: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION)158
TABLE 196QATAR: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION)159
TABLE 197QATAR: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION)159
TABLE 198QATAR: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD M
Related Report
