Summary

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

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Table of Contents

1 INTRODUCTION 27
1.1 STUDY OBJECTIVES 27
1.2 MARKET DEFINITION 27
1.3 MARKET SCOPE 28
FIGURE 1 MARKET SEGMENTATION 28
1.3.1 REGIONAL SCOPE 28
1.3.2 YEARS CONSIDERED 29
1.4 CURRENCY CONSIDERED 29
TABLE 1 USD EXCHANGE RATES 29
1.5 LIMITATION 30
1.6 INCLUSIONS & EXCLUSIONS 30
TABLE 2 AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION: INCLUSIONS & EXCLUSIONS 30
1.7 MARKET STAKEHOLDERS 31
1.8 SUMMARY OF CHANGES 31
2 RESEARCH METHODOLOGY 32
2.1 RESEARCH DATA 32
FIGURE 2 RESEARCH PROCESS FLOW 32
FIGURE 3 RESEARCH DESIGN 33
2.1.1 SECONDARY DATA 33
2.1.1.1 Key data from secondary sources 34
2.1.2 PRIMARY DATA 34
2.1.2.1 Key data from primary sources 35
2.1.2.2 Breakdown of primaries 35
2.1.2.3 Key industry insights 36
2.2 MARKET DEFINITION & SCOPE 36
2.2.1 EXCLUSIONS 36
2.3 RESEARCH METHODOLOGY 36
2.3.1 BOTTOM-UP APPROACH 37
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 38
2.3.2 TOP-DOWN APPROACH 38
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 38
2.4 DATA TRIANGULATION 39
FIGURE 6 DATA TRIANGULATION 39
2.5 RESEARCH ASSUMPTIONS 40
2.6 RISK ANALYSIS 40
3 EXECUTIVE SUMMARY 41
FIGURE 7 BY END USER, AIRPORTS SEGMENT PROJECTED TO LEAD MARKET FROM 2022 TO 2027 41
FIGURE 8 BY BUSINESS FUNCTION, FINANCE SEGMENT PROJECTED TO LEAD MARKET DURING FORECAST PERIOD 42
FIGURE 9 AVIATION ANALYTICS MARKET IN ASIA PACIFIC PROJECTED TO REGISTER HIGHEST CAGR FROM 2022 TO 2027 42
4 PREMIUM INSIGHTS 44
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AVIATION ANALYTICS MARKET 44
FIGURE 10 DEMAND FOR OPTIMIZED BUSINESS OPERATIONS DRIVES MARKET 44
4.2 AVIATION ANALYTICS MARKET, BY APPLICATION 45
FIGURE 11 WEALTH MANAGEMENT SEGMENT EXPECTED TO LEAD MARKET DURING FORECAST PERIOD 45
4.3 AVIATION ANALYTICS MARKET, BY DEPLOYMENT 46
FIGURE 12 CLOUD SEGMENT PROJECTED TO REGISTER HIGHER CAGR THAN ON-PREMISES SEGMENT DURING FORECAST PERIOD 46
4.4 AVIATION ANALYTICS MARKET, BY MAJOR COUNTRIES 46
FIGURE 13 AVIATION ANALYTICS MARKET IN INDIA PROJECTED TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 46
5 MARKET OVERVIEW 47
5.1 MARKET INTRODUCTION 47
5.2 MARKET DYNAMICS 47
FIGURE 14 AVIATION ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES & CHALLENGES 47
5.2.1 DRIVERS 48
5.2.1.1 Advancement in cloud-based IT solutions for data collection 48
5.2.1.2 Demand for optimized business operations through application of structured analytical solutions 48
5.2.1.3 Growing emphasis on identifying new market opportunities by analyzing customer behavior and preferences 48
5.2.1.4 Reduced maintenance costs and downtime by employing predictive analytics 49
5.2.2 RESTRAINTS 49
5.2.2.1 Lack of appropriate analytical skills 49
5.2.3 OPPORTUNITIES 49
5.2.3.1 Cloud-based real-time data collection and analytics 49
5.2.3.2 Incorporation of AI-based analytics solutions for critical functions in aviation industry 49
5.2.4 CHALLENGES 50
5.2.4.1 Requirement for diverse data models 50
5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 50
5.3.1 REVENUE SHIFT AND NEW REVENUE POCKETS FOR AVIATION ANALYTICS MARKET 50
FIGURE 15 REVENUE SHIFT IN AVIATION ANALYTICS MARKET 50
5.4 MARKET ECOSYSTEM 51
5.4.1 PROMINENT COMPANIES 51
5.4.2 PRIVATE AND SMALL ENTERPRISES 51
5.4.3 END USERS 51
FIGURE 16 AVIATION ANALYTICS ECOSYSTEM 51
TABLE 3 AVIATION ANALYTICS MARKET ECOSYSTEM 52
5.5 AVIATION ANALYTICS SOLUTIONS, BY CATEGORY 53
TABLE 4 AVIATION ANALYTICS SOLUTIONS, BY CATEGORY 53
5.6 AVERAGE SELLING PRICE OF ANALYTICS SOLUTIONS 53
FIGURE 17 AVERAGE SELLING PRICE TREND OF ANALYTICS SOLUTIONS (2019–2022) 53
5.7 VALUE CHAIN ANALYSIS 54
FIGURE 18 VALUE CHAIN ANALYSIS: AVIATION ANALYTICS MARKET 54
5.8 USE CASE ANALYSIS 55
5.8.1 USE CASE: HOW TO UTILIZE CARGO CAPACITY AS EFFICIENTLY AS POSSIBLE BY ANTICIPATING UNUSED SPACE 55
TABLE 5 UTILIZING CARGO CAPACITY 55
5.8.2 USE CASE: INCREASING FUEL EFFICIENCY OF AIRCRAFT 55
TABLE 6 INCREASE IN FUEL EFFICIENCY OF AIRCRAFT 55
5.8.3 USE CASE: REDUCED COST THROUGH PREDICTIVE MAINTENANCE FOR AIRLINES 56
TABLE 7 PREDICTIVE MAINTENANCE 56
5.9 PORTER’S FIVE FORCES ANALYSIS 57
TABLE 8 AVIATION ANALYTICS MARKET: PORTER'S FIVE FORCES ANALYSIS 57
FIGURE 19 PORTER’S FIVE FORCES ANALYSIS: INTENSITY OF COMPETITIVE RIVALRY IS HIGH IN AVIATION ANALYTICS MARKET 57
5.9.1 THREAT OF NEW ENTRANTS 58
5.9.2 THREAT OF SUBSTITUTES 58
5.9.3 BARGAINING POWER OF SUPPLIERS 58
5.9.4 BARGAINING POWER OF BUYERS 58
5.9.5 INTENSITY OF COMPETITIVE RIVALRY 58
5.10 TECHNOLOGY ANALYSIS 59
5.10.1 SENSORS 59
5.10.2 CLOUD COMPUTING 59
5.10.3 ARTIFICIAL INTELLIGENCE AND DATA ANALYTICS 59
5.10.4 BLOCKCHAIN TECHNOLOGY 60
5.11 TRADE ANALYSIS 61
5.12 TRADE DATA ANALYSIS 61
TABLE 9 COUNTRY-WISE IMPORT, 2019–2021 (USD THOUSAND) 61
TABLE 10 COUNTRY-WISE EXPORT, 2019-2021 (USD THOUSAND) 61
5.13 KEY STAKEHOLDERS AND BUYING CRITERIA 62
5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS 62
FIGURE 20 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS OF TOP THREE APPLICATIONS 62
TABLE 11 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS OF TOP THREE APPLICATIONS (%) 62
5.13.2 BUYING CRITERIA 63
FIGURE 21 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 63
TABLE 12 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 63
5.14 TARIFF AND REGULATORY LANDSCAPE 64
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 64
TABLE 13 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 64
TABLE 14 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 64
TABLE 15 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 65
TABLE 16 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 65
TABLE 17 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 65
5.15 KEY CONFERENCES AND EVENTS IN 2022–2023 66
TABLE 18 AVIATION ANALYTICS MARKET: CONFERENCES AND EVENTS 66
6 INDUSTRY TRENDS 67
6.1 INTRODUCTION 67
6.2 TECHNOLOGICAL ADVANCEMENTS IN AVIATION INDUSTRY 67
6.2.1 INTERNET OF THINGS (IOT) 67
6.2.2 BLOCKCHAIN APPLICATION IN ANALYTICS 67
6.2.3 OPTIMIZATION OF OPERATIONS 68
6.2.4 DIGITAL TWIN 68
6.3 EMERGING TRENDS 68
6.3.1 SMART WEARABLE GADGETS 68
6.3.2 BIG DATA 68
6.3.3 BIOMETRIC TECHNOLOGY 68
6.3.4 CYBERSECURITY AND CLOUD 69
6.4 AVIATION ANALYTICS MARKET: NEW TECHNOLOGIES AND THEIR APPLICATIONS 69
6.4.1 INTRODUCTION 69
6.4.2 AVIATION CLOUD TECHNOLOGY 69
6.4.3 ADVANCED ANALYTICS AND DIGITAL TRANSFORMATION 70
6.4.4 DATA ROUTING 70
6.4.5 ARTIFICIAL INTELLIGENCE 70
6.4.6 INTERNET OF THINGS 71
6.5 TARIFF REGULATORY LANDSCAPE ANALYTICS SOLUTIONS 71
6.5.1 NORTH AMERICA 71
6.5.2 EUROPE 71
6.6 IMPACT OF MEGATRENDS: AVIATION CLOUD 72
6.6.1 DIGITALIZATION 72
6.6.2 SUSTAINABILITY – NET ZERO CARBON EMISSION 72
6.6.3 IOT-BASED EQUIPMENT TRACKS PERFORMANCE AND MAINTENANCE NEEDS 72
6.7 AVIATION ANALYTICS MARKET: PATENT ANALYSIS 73
TABLE 19 INNOVATIONS & PATENT REGISTRATIONS, 2019–2022 73
7 AVIATION ANALYTICS MARKET, BY COMPONENT 74
7.1 INTRODUCTION 75
FIGURE 22 BY COMPONENT, SOLUTIONS SEGMENT ESTIMATED TO DOMINATE MARKET DURING FORECAST PERIOD 75
TABLE 20 AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 75
TABLE 21 AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 75
7.2 SOLUTIONS 76
7.2.1 GROWING ADOPTION OF ANALYTICAL SOLUTIONS FOR DIFFERENT BUSINESS FUNCTIONS TO STIMULATE MARKET GROWTH 76
7.3 SERVICES 76
7.3.1 PROFESSIONAL SERVICES 76
7.3.1.1 Demand for third-party support and maintenance services 76
7.3.2 MANAGED SERVICES 76
7.3.2.1 Facilitate enterprises in managing IT system requirements 76
7.3.3 SAAS 76
7.3.3.1 Demand for minimizing task of software maintenance 76
8 AVIATION ANALYTICS MARKET, BY DEPLOYMENT 77
8.1 INTRODUCTION 78
FIGURE 23 BY DEPLOYMENT, ON-PREMISES SEGMENT PROJECTED TO LEAD MARKET DURING FORECAST PERIOD 78
TABLE 22 AVIATION ANALYTICS MARKET, BY DEPLOYMENT, 2018–2021 (USD MILLION) 78
TABLE 23 AVIATION ANALYTICS MARKET, BY DEPLOYMENT, 2022–2027 (USD MILLION) 78
8.2 ON-PREMISES 79
8.2.1 ENHANCING IN-HOUSE SOFTWARE INFRASTRUCTURE TO DRIVE SEGMENT 79
8.3 CLOUD 79
8.3.1 ENHANCED DATA SECURITY OFFERED BY SOLUTION PROVIDERS TO STIMULATE DEMAND FOR CLOUD DEPLOYMENT 79
9 AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION 80
9.1 INTRODUCTION 81
FIGURE 24 BY BUSINESS FUNCTION, FINANCE SEGMENT PROJECTED TO LEAD MARKET DURING FORECAST PERIOD 81
TABLE 24 AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 81
TABLE 25 AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 82
9.2 FINANCE 82
9.2.1 AVIATION ANALYTICS HELPS ORGANIZATIONS MANAGE FINANCE-RELATED FUNCTIONS EFFECTIVELY 82
9.3 OPERATIONS 82
9.3.1 AVIATION ANALYTICS ENABLES MANAGING OPERATIONAL ACTIVITIES MORE EFFICIENTLY 82
9.4 MAINTENANCE & REPAIR 82
9.4.1 PREDICTIVE ANALYTICS HELPS ORGANIZATIONS REDUCE DOWNTIME AND REPAIR COSTS 82
9.5 SALES & MARKETING 83
9.5.1 AVIATION ANALYTICS HELPS AIRLINES DEVISE STRATEGIES FOR MARKETING CAMPAIGNS 83
9.6 SUPPLY CHAIN 83
9.6.1 AVIATION ANALYTICS HELPS FORECAST AND REPORT REQUIREMENTS OF RAW MATERIALS 83
9.7 OTHERS 83
10 AVIATION ANALYTICS MARKET, BY APPLICATION 84
10.1 INTRODUCTION 85
FIGURE 25 BY APPLICATION, WEALTH MANAGEMENT SEGMENT PROJECTED TO DOMINATE MARKET DURING FORECAST PERIOD 85
TABLE 26 AVIATION ANALYTICS MARKET, BY APPLICATION, 2018–2021 (USD MILLION) 86
TABLE 27 AVIATION ANALYTICS MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 86
10.2 FLIGHT RISK MANAGEMENT 87
10.2.1 DEMAND FOR IMPROVED IN-FLIGHT SAFETY TO AVOID ACCIDENTS DRIVES SEGMENT 87
10.3 FUEL MANAGEMENT 87
10.3.1 FUEL MANAGEMENT PROVIDES IN-FLIGHT FUEL CONSUMPTION DATA TO BETTER PLAN ROUTE 87
10.4 ROUTE MANAGEMENT 87
10.4.1 AVIATION ANALYTICS IN ROUTE MANAGEMENT ANALYZES REAL-TIME WEATHER-RELATED INFORMATION AND ENABLES SAFE TRAVEL 87
10.5 FLEET MANAGEMENT 87
10.5.1 AVIATION ANALYTICS EFFECTIVELY MANAGES AIRLINE FLEET TO MEET PASSENGER DEMANDS DURING PEAK TRAVEL PERIODS 87
10.6 INVENTORY MANAGEMENT 87
10.6.1 AVIATION ANALYTICS HELPS SYSTEMATICALLY SOURCE AND STORE RAW MATERIALS AND FINISHED GOODS DURING VARIOUS OPERATIONS 87
10.7 WEALTH MANAGEMENT 88
10.7.1 WEALTH MANAGEMENT INVOLVES REPORTING FINANCIAL DETAILS AND PLANNING FOR PORTFOLIO AND ACCOUNTING 88
10.8 INSPECTION 88
10.8.1 AVIATION ANALYTICS HELPS DETECT EARLY SIGNS OF COMPONENT FAILURE AND ENSURES SAFETY 88
10.9 PERFORMANCE MONITORING 88
10.9.1 PERFORMANCE MONITORING ENABLES USE OF EFFECTIVE SET OF PARAMETERS TO IMPROVE OPERATIONAL EFFICIENCY AND PROFITABILITY 88
10.10 PREDICTIVE ANALYTICS 88
10.10.1 PREDICTIVE ANALYTICS ANALYZES CURRENT DATA AND OFFERS INTELLIGENT PREDICTIONS FOR CERTAIN PERIODS IN FUTURE 88
10.11 PART REPLACEMENT 88
10.11.1 AVIATION ANALYTICS PROVIDES INSIGHTS INTO PARTS REPLACEMENT DURING AIRCRAFT MAINTENANCE AND OVERHAUL 88
10.12 SUPPLY CHAIN PLANNING & PROCUREMENT 89
10.12.1 INCREASING ADOPTION OF AVIATION ANALYTICS FOR COST-EFFICIENT SUPPLY CHAIN OPERATIONS DRIVES SEGMENT 89
10.13 ENERGY MANAGEMENT 89
10.13.1 ENERGY MANAGEMENT PROVIDES DATA RELATED TO AIRSPEED AND THRUST, AMONG OTHER CRUCIAL PARAMETERS FOR IN-FLIGHT SAFETY 89
10.14 EMERGENCY MANAGEMENT 89
10.14.1 AIRPORTS AND AIRCRAFT EMPLOY EMERGENCY MANAGEMENT SOLUTIONS TO ENSURE EFFECTIVE RESPONSE PLANS DURING STATE OF EMERGENCY 89
10.15 MOBILITY & FUNCTIONALITY 89
10.15.1 MOBILITY & FUNCTIONALITY INTEGRATION INTO AVIATION BUSINESS FUNCTIONS IMPROVES CUSTOMER EXPERIENCE 89
11 AVIATION ANALYTICS MARKET, BY END USER 90
11.1 INTRODUCTION 91
FIGURE 26 BY END USER, AIRPORTS SEGMENT PROJECTED TO LEAD MARKET FROM 2022 TO 2027 91
TABLE 28 AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 91
TABLE 29 AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 91
11.2 AIRLINES 92
TABLE 30 AVIATION ANALYTICS MARKET FOR AIRLINES, BY TYPE, 2018–2021 (USD MILLION) 92
TABLE 31 AVIATION ANALYTICS MARKET FOR AIRLINES, BY TYPE, 2022–2027 (USD MILLION) 92
11.2.1 SMALL AIRLINES 92
11.2.1.1 Small airlines outsource aviation analytics solutions to save costs on capital investment and human resources 92
11.2.2 MEDIUM AIRLINES 92
11.2.2.1 Medium airlines use advanced software to undertake core operations 92
11.2.3 LARGE AIRLINES 93
11.2.3.1 Most large airlines completely digitalize business operations by sharing real-time data with OEMs and third-party MROs 93
11.3 MROS 93
TABLE 32 AVIATION ANALYTICS MARKET FOR MROS, BY TYPE, 2018–2021 (USD MILLION) 93
TABLE 33 AVIATION ANALYTICS MARKET FOR MROS, BY TYPE, 2022–2027 (USD MILLION) 93
11.3.1 SMALL MROS 94
11.3.1.1 Limited budgets and expertise restrain adoption of aviation analytics by small MRO service providers 94
11.3.2 MEDIUM MROS 94
11.3.2.1 Most medium MRO service providers focus on digitization of crucial functionalities 94
11.3.3 LARGE MROS 94
11.3.3.1 Large MRO service providers concentrate on developing specialized aviation software 94
11.4 OEMS 94
TABLE 34 AVIATION ANALYTICS MARKET FOR OEMS, BY TYPE, 2018–2021 (USD MILLION) 94
TABLE 35 AVIATION ANALYTICS MARKET FOR OEMS, BY TYPE, 2022–2027 (USD MILLION) 95
11.4.1 AIRCRAFT OEMS 95
11.4.1.1 Aircraft manufacturers deploy aviation analytics solutions to gain real-time data related to several business functions 95
11.4.2 ENGINE OEMS 95
11.4.2.1 Engine manufacturers employ sophisticated network of sensor systems to gather data and improve operational efficiency 95
11.5 AIRPORTS 95
TABLE 36 AVIATION ANALYTICS MARKET FOR AIRPORTS, BY TYPE, 2018–2021 (USD MILLION) 95
TABLE 37 AVIATION ANALYTICS MARKET FOR AIRPORTS, BY TYPE, 2022–2027 (USD MILLION) 96
11.5.1 SMALL AIRPORTS 96
11.5.1.1 Limited passenger boarding and short budgets restrict small airports from deploying aviation analytics at full scale 96
11.5.2 MEDIUM AIRPORTS 96
11.5.2.1 Medium airports use sophisticated software to undertake core operations 96
11.5.3 LARGE AIRPORTS 96
11.5.3.1 Large airports emphasize on offering improved customer experience and managing various business functions efficiently 96
12 REGIONAL ANALYSIS 97
12.1 INTRODUCTION 98
FIGURE 27 AVIATION ANALYTICS MARKET: REGIONAL SNAPSHOT 98
TABLE 38 AVIATION ANALYTICS MARKET SIZE, BY APPLICATION, 2018–2021 (USD MILLION) 99
TABLE 39 AVIATION ANALYTICS MARKET SIZE, BY APPLICATION, 2022–2027 (USD MILLION) 99
TABLE 40 AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 100
TABLE 41 AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 100
TABLE 42 AVIATION ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2018–2021 (USD MILLION) 100
TABLE 43 AVIATION ANALYTICS MARKET SIZE, BY DEPLOYMENT, 2022–2027 (USD MILLION) 100
TABLE 44 AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 101
TABLE 45 AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 101
TABLE 46 AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 101
TABLE 47 AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 102
TABLE 48 AVIATION ANALYTICS MARKET SIZE, BY REGION, 2018–2021 (USD MILLION) 102
TABLE 49 AVIATION ANALYTICS MARKET SIZE, BY REGION, 2022–2027 (USD MILLION) 102
12.2 NORTH AMERICA 103
12.2.1 PESTLE ANALYSIS: NORTH AMERICA 103
FIGURE 28 NORTH AMERICA AVIATION ANALYTICS MARKET SNAPSHOT 104
TABLE 50 NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 104
TABLE 51 NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 105
TABLE 52 NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 105
TABLE 53 NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 105
TABLE 54 NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 106
TABLE 55 NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY APPLICATION, 2022–2027 (USD MILLION) 106
TABLE 56 NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2018–2021 (USD MILLION) 106
TABLE 57 NORTH AMERICA: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 106
12.2.2 US 107
12.2.2.1 Emphasis on enhancing passenger comfort to drive demand for aviation analytics 107
TABLE 58 US: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 107
TABLE 59 US: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 107
TABLE 60 US: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 108
TABLE 61 US: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 108
TABLE 62 US: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 108
TABLE 63 US: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 108
12.2.3 CANADA 109
12.2.3.1 Procurement of new generation commercial aircraft to drive demand for aviation analytics 109
TABLE 64 CANADA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 109
TABLE 65 CANADA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 109
TABLE 66 CANADA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 110
TABLE 67 CANADA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 110
12.3 EUROPE 110
12.3.1 PESTLE ANALYSIS: EUROPE 110
FIGURE 29 EUROPE AVIATION ANALYTICS MARKET SNAPSHOT 112
TABLE 68 EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 113
TABLE 69 EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 113
TABLE 70 EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 113
TABLE 71 EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 114
TABLE 72 EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 114
TABLE 73 EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 114
TABLE 74 EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2018–2021 (USD MILLION) 115
TABLE 75 EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COUNTRY, 2022–2027 (USD MILLION) 115
12.3.2 GERMANY 116
12.3.2.1 Presence of solution providers drives market 116
TABLE 76 GERMANY: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 116
TABLE 77 GERMANY: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 116
TABLE 78 GERMANY: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 117
TABLE 79 GERMANY: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 117
TABLE 80 GERMANY: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 117
TABLE 81 GERMANY: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 117
12.3.3 UK 118
12.3.3.1 Growing aviation network led to increased passenger footfall at UK airports 118
TABLE 82 UK: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 118
TABLE 83 UK: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 118
TABLE 84 UK: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 119
TABLE 85 UK: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 119
TABLE 86 UK: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 119
TABLE 87 UK: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 119
12.3.4 FRANCE 120
12.3.4.1 Growing adoption of technologically advanced analytics solutions in commercial aviation to drive market 120
TABLE 88 FRANCE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 120
TABLE 89 FRANCE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 120
TABLE 90 FRANCE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 121
TABLE 91 FRANCE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 121
TABLE 92 FRANCE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 121
TABLE 93 FRANCE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 121
12.3.5 SPAIN 122
12.3.5.1 Highly competitive aviation industry in Spain expected to impact market positively 122
TABLE 94 SPAIN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 122
TABLE 95 SPAIN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 122
TABLE 96 SPAIN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 123
TABLE 97 SPAIN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 123
TABLE 98 SPAIN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 123
TABLE 99 SPAIN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 123
12.3.6 SWEDEN 124
12.3.6.1 Emphasis on increasing fleet size expected to drive market 124
TABLE 100 SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 124
TABLE 101 SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 124
TABLE 102 SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 125
TABLE 103 SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 125
TABLE 104 SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 125
TABLE 105 SWEDEN: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 125
12.3.7 RUSSIA 126
12.3.7.1 Growing investments toward digitizing commercial aviation business to drive demand for aviation analytics 126
TABLE 106 RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 126
TABLE 107 RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 126
TABLE 108 RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 127
TABLE 109 RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 127
TABLE 110 RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 127
TABLE 111 RUSSIA: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 127
12.3.8 NETHERLANDS 128
12.3.8.1 Need for business analytics, corporate performance management, and advanced business architectures practices drives market 128
TABLE 112 NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 128
TABLE 113 NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 128
TABLE 114 NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 129
TABLE 115 NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 129
TABLE 116 NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 129
TABLE 117 NETHERLANDS: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 129
12.3.9 REST OF EUROPE 130
TABLE 118 REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 130
TABLE 119 REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 130
TABLE 120 REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2018–2021 (USD MILLION) 131
TABLE 121 REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY COMPONENT, 2022–2027 (USD MILLION) 131
TABLE 122 REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2018–2021 (USD MILLION) 131
TABLE 123 REST OF EUROPE: AVIATION ANALYTICS MARKET SIZE, BY END USER, 2022–2027 (USD MILLION) 131
12.4 ASIA PACIFIC 132
12.4.1 PESTLE ANALYSIS: ASIA PACIFIC 132
FIGURE 30 ASIA PACIFIC AVIATION ANALYTICS MARKET SNAPSHOT 133
TABLE 124 ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 134
TABLE 125 ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 134
TABLE 126 ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 134
TABLE 127 ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 135
TABLE 128 ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 135
TABLE 129 ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 135
TABLE 130 ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COUNTRY, 2018–2021 (USD MILLION) 135
TABLE 131 ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 136
12.4.2 CHINA 136
12.4.2.1 Increased demand for air travel to contribute to market growth 136
TABLE 132 CHINA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 136
TABLE 133 CHINA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 137
TABLE 134 CHINA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 137
TABLE 135 CHINA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 137
TABLE 136 CHINA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 137
TABLE 137 CHINA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 138
12.4.3 JAPAN 138
12.4.3.1 Increasing demand for risk management and navigation solutions drives market 138
TABLE 138 JAPAN: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 138
TABLE 139 JAPAN: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 139
TABLE 140 JAPAN: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 139
TABLE 141 JAPAN: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 139
TABLE 142 JAPAN: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 139
TABLE 143 JAPAN: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 140
12.4.4 INDIA 140
12.4.4.1 High demand for automated enterprise resource planning (ERP) solutions by airports and airlines to drive market 140
TABLE 144 INDIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 140
TABLE 145 INDIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 141
TABLE 146 INDIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 141
TABLE 147 INDIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 141
TABLE 148 INDIA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 141
TABLE 149 INDIA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 142
12.4.5 SINGAPORE 142
12.4.5.1 Growing demand for data analytics tools to improve profitability 142
TABLE 150 SINGAPORE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 142
TABLE 151 SINGAPORE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 143
TABLE 152 SINGAPORE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 143
TABLE 153 SINGAPORE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 143
TABLE 154 SINGAPORE: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 143
TABLE 155 SINGAPORE: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 144
12.4.6 AUSTRALIA 144
12.4.6.1 Growing number of aircraft deliveries to drive market 144
TABLE 156 AUSTRALIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 144
TABLE 157 AUSTRALIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 144
TABLE 158 AUSTRALIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 145
TABLE 159 AUSTRALIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 145
TABLE 160 AUSTRALIA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 145
TABLE 161 AUSTRALIA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 145
12.4.7 REST OF ASIA PACIFIC 146
TABLE 162 REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 146
TABLE 163 REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 146
TABLE 164 REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 147
TABLE 165 REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 147
TABLE 166 REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 147
TABLE 167 REST OF ASIA PACIFIC: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 147
12.5 MIDDLE EAST 148
12.5.1 PESTLE ANALYSIS: MIDDLE EAST 148
FIGURE 31 MIDDLE EAST AVIATION ANALYTICS MARKET SNAPSHOT 149
TABLE 168 MIDDLE EAST: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 149
TABLE 169 MIDDLE EAST: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 150
TABLE 170 MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 150
TABLE 171 MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 150
TABLE 172 MIDDLE EAST: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 150
TABLE 173 MIDDLE EAST: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 151
TABLE 174 MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COUNTRY, 2018–2021 (USD MILLION) 151
TABLE 175 MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 151
12.5.2 SAUDI ARABIA 152
12.5.2.1 Increased air travel projected to contribute to market growth 152
TABLE 176 SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 152
TABLE 177 SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 152
TABLE 178 SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 153
TABLE 179 SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 153
TABLE 180 SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 153
TABLE 181 SAUDI ARABIA: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 153
12.5.3 UAE 154
12.5.3.1 Increasing demand for business analytics functions for aviation industry 154
TABLE 182 UAE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 154
TABLE 183 UAE: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 154
TABLE 184 UAE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 155
TABLE 185 UAE: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 155
TABLE 186 UAE: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 155
TABLE 187 UAE: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 155
12.5.4 ISRAEL 156
12.5.4.1 Growing deliveries of passenger aircraft drive demand for aviation analytics 156
TABLE 188 ISRAEL: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 156
TABLE 189 ISRAEL: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 156
TABLE 190 ISRAEL: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 157
TABLE 191 ISRAEL: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 157
TABLE 192 ISRAEL: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 157
TABLE 193 ISRAEL: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 157
12.5.5 QATAR 158
12.5.5.1 Emphasis on flight security using data analytics expected to drive market 158
TABLE 194 QATAR: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 158
TABLE 195 QATAR: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 158
TABLE 196 QATAR: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 159
TABLE 197 QATAR: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 159
TABLE 198 QATAR: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 159
TABLE 199 QATAR: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 159
12.5.6 REST OF MIDDLE EAST 160
TABLE 200 REST OF MIDDLE EAST: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2018–2021 (USD MILLION) 160
TABLE 201 REST OF MIDDLE EAST: AVIATION ANALYTICS MARKET, BY BUSINESS FUNCTION, 2022–2027 (USD MILLION) 160
TABLE 202 REST OF MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COMPONENT, 2018–2021 (USD MILLION) 160
TABLE 203 REST OF MIDDLE EAST: AVIATION ANALYTICS MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 161
TABLE 204 REST OF MIDDLE EAST: AVIATION ANALYTICS MARKET, BY END USER, 2018–2021 (USD MILLION) 161
TABLE 205 REST OF MIDDLE EAST: AVIATION ANALYTICS MARKET, BY END USER, 2022–2027 (USD MILLION) 161