Analysts’ Viewpoint
The aviation industry was among the early adopters of automation through the invention of autopilot; however, the industry has been slow to embrace AI applications in subsequent years. Airlines can become more agile and adaptable by placing AI technology at the core of their operations, which could lead to potential benefits in terms of increased revenues and customer satisfaction. Continuous emphasis of airline companies toward a more AI technology-driven approach is projected to significantly drive the global AI in aviation market growth during the forecast period.
The AI in aviation industry in Asia Pacific is expected to grow considerably due to collaborative efforts by governments to support the aviation industry. Future demand for AI in the aviation market is likely to increase considerably, owing to the potential of AI to enhance safety, improve operational efficiency, enhance customer experience, and provide valuable insights through data analytics. Continuous advancements in technology and strategic investments by key players are anticipated to offer significant AI in aviation market opportunities in the years to come.
AI in aviation refers to the integration and application of artificial intelligence technologies within the aviation industry. It involves leveraging AI algorithms, machine learning, deep learning, natural language processing, computer vision, and other related technologies to enhance various aspects of aviation operations, safety, efficiency, and customer experience.
The aerospace industry is harnessing the power of big data, experiencing notable growth in capital investments made by aviation companies, and witnessing a steady uptake of cloud-based applications and services within the aviation sector. This is estimated to drive the future scope of the AI in aviation market.
AI technologies can enhance the overall passenger experience by providing personalized services and improving communication. AI-powered chatbots can assist travelers with inquiries, provide real-time updates, and offer tailored recommendations. Additionally, AI can analyze customer feedback and sentiment to identify areas for improvement in services and amenities. Moreover, AI technologies can analyze vast amounts of customer data, including preferences, past interactions, and purchase history, to provide personalized recommendations and services.
AI algorithms can analyze customer interactions and feedback to derive valuable insights. Businesses can identify areas for improvement in their products, services, or customer support processes by analyzing customer sentiment, preferences, and patterns. These insights can inform decision-making, enabling businesses to enhance their customer services based on data-driven recommendations. Therefore, these benefits of adoption of AI are projected to boost the AI in aviation market value in the next few years.
Development of autonomous aircraft, such as unmanned aerial vehicles (UAVs) or drones, is a key factor that is likely to boost the future demand of AI in aviation market. These systems heavily rely on AI algorithms for autonomous navigation, obstacle avoidance, and decision-making. AI enables UAVs to operate safely and efficiently in various applications, including surveillance, cargo delivery, and even passenger transportation.
Additionally, AI plays a pivotal role in enabling perception, decision-making, navigation, fault detection, human-machine interaction, training, and simulation in autonomous aircraft. Ongoing advancements in AI technologies are anticipated to enable autonomous aircraft to revolutionize the aviation industry by enhancing safety, efficiency, and mission capabilities.
According to analysis of AI in aviation market research report, in terms of offering, the software segment accounted for 57.0% of the global AI in aviation market share in 2022. Advancements in AI software, particularly in areas such as surveillance, flight operations, and airport operations, have contributed to this progress. AI systems encompass various software components, including application program interfaces (APIs) for language processing, speech recognition, visual analysis, and sensor data integration. These systems leverage machine learning algorithms to enable a wide range of applications of artificial intelligence in aviation market.
In terms of technology, the machine learning segment held 48.3% share of the global AI in aviation business due to its enhanced capabilities in performing complex and previously impossible calculations. The global aviation industry is witnessing a significant increase in demand for machine learning technology due to the growing need for data collection and the rising demand for big data analytics.
North America accounted for a substantial share of 37.6% of the global AI in aviation industry. The region has emerged as an early adopter of AI-based technologies within the aviation industry. Increase in investments made by airline companies in integrating AI technologies to enhance customer service, streamline operations, and improve profitability are driving the AI in aviation market statistics in North America.
Asia Pacific offers lucrative market opportunities and the region is witnessing significant growth primarily driven by developing countries including India, Thailand, Indonesia, Maldives, South Korea, Australia, and New Zealand, who are making substantial investments in the advancement of airline infrastructure to enhance tourism in their respective countries. Expansion of the tourism industry is driving the adoption of intelligent systems in aviation sector. This is projected to positively impact the AI in the aviation market outlook in Asia Pacific.
The global AI in aviation market is consolidated with established players that have a strong hold on the global market. Key players in the industry are following the latest AI in aviation market trends and employing various tactics such as expanding their range of services and engaging in mergers and acquisitions to stay ahead of the competition. Key manufacturers of AI in aviation market include Advanced Micro Devices, Inc., Airbus, Boeing, Fujitsu, General Electric Company, IBM Corporation, Lockheed Martin, Microsoft Corporation, NEC Corporation, Samsung, SITA, TAV Technologies, and Thales Group.
The AI in aviation market report also includes profiles of key players who have been analyzed based on various parameters such as company overview, financial overview, business strategies, product portfolio, business segments, and recent developments.
| Attribute | Detail |
|---|---|
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Market Size Value in 2022 |
US$ 713.3 Mn |
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Market Forecast Value in 2031 |
US$ 12.1 Bn |
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Growth Rate (CAGR) |
37.0% |
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Forecast Period |
2023-2031 |
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Historical Data Available for |
2017-2021 |
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Quantitative Units |
US$ Mn/Bn for Value |
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Market Analysis |
It includes cross segment analysis at global as well as regional level. Furthermore, qualitative analysis includes drivers, restraints, opportunities, key trends, Porter’s Five Forces analysis, value chain analysis, and key trend analysis. |
|
Competition Landscape |
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Format |
Electronic (PDF) + Excel |
|
Market Segmentation |
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Regions Covered |
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Countries Covered |
|
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Companies Profiled |
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|
Customization Scope |
Available upon request |
|
Pricing |
Available upon request |
The global market was valued at US$ 713.3 Mn in 2022
It is expected to expand at a CAGR of 37.0% by 2031
The global business is estimated to be valued at US$ 12.1 Bn in 2031
Advanced Micro Devices, Inc., Airbus, Boeing, Fujitsu, General Electric Company, IBM Corporation, Lockheed Martin, Microsoft Corporation, NEC Corporation, Samsung, SITA, TAV Technologies, and Thales Group.
The U.S. accounted for 41.2% of global AI in aviation business in 2022
The software segment held 57.0% share in 2022
Increase in use of AI for autonomous systems in aviation and rise in demand for air traffic management.
Asia Pacific is more lucrative for AI in aviation applications
1. Preface
1.1. Market and Segments Definition
1.2. Market Taxonomy
1.3. Research Methodology
1.4. Assumption and Acronyms
2. Executive Summary
2.1. Global AI in Aviation Market Overview
2.2. Regional Outline
2.3. Industry Outline
2.4. Market Dynamics Snapshot
2.5. Competition Blueprint
3. Market Dynamics
3.1. Macro-economic Factors
3.2. Drivers
3.3. Restraints
3.4. Opportunities
3.5. Key Trends
3.6. Regulatory Framework
4. Associated Industry and Key Indicator Assessment
4.1. Parent Industry Overview - Global Aviation Industry Overview
4.2. Ecosystem Analysis
4.3. Technology Roadmap
4.4. Industry SWOT Analysis
4.5. Porter’s Five Forces Analysis
5. Global AI in Aviation Market Analysis, by Offering
5.1. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Offering, 2017-2031
5.1.1. Hardware
5.1.2. Software
5.1.3. Services
5.2. Market Attractiveness Analysis, by Offering
6. Global AI in Aviation Market Analysis, by Technology
6.1. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Technology, 2017-2031
6.1.1. Machine Learning
6.1.2. Natural Language Processing (NLP)
6.1.3. Computer Vision
6.1.4. Context Awareness Computing
6.2. Market Attractiveness Analysis, by Technology
7. Global AI in Aviation Market Analysis, by Application
7.1. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Application, 2017-2031
7.1.1. Air Traffic Control
7.1.2. Flight Management Systems
7.1.3. Flights Optimization
7.1.4. Manufacturing
7.1.5. Air Safety and Predictive Maintenance
7.1.6. Passenger Services
7.1.7. Fuel Optimization
7.1.8. Dynamic Pricing
7.1.9. Others
7.2. Market Attractiveness Analysis, by Application
8. Global AI in Aviation Market Analysis and Forecast, by Region
8.1. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Region, 2017-2031
8.1.1. North America
8.1.2. Europe
8.1.3. Asia Pacific
8.1.4. Middle East & Africa
8.1.5. South America
8.2. Market Attractiveness Analysis, by Region
9. North America AI in Aviation Market Analysis and Forecast
9.1. Market Snapshot
9.2. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Offering, 2017-2031
9.2.1. Hardware
9.2.2. Software
9.2.3. Services
9.3. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Technology, 2017-2031
9.3.1. Machine Learning
9.3.2. Natural Language Processing (NLP)
9.3.3. Computer Vision
9.3.4. Context Awareness Computing
9.4. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Application, 2017-2031
9.4.1. Air Traffic Control
9.4.2. Flight Management Systems
9.4.3. Flights Optimization
9.4.4. Manufacturing
9.4.5. Air Safety and Predictive Maintenance
9.4.6. Passenger Services
9.4.7. Fuel Optimization
9.4.8. Dynamic Pricing
9.4.9. Others
9.5. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Country and Sub-region, 2017-2031
9.5.1. U.S.
9.5.2. Canada
9.5.3. Rest of North America
9.6. Market Attractiveness Analysis
9.6.1. By Offering
9.6.2. By Technology
9.6.3. By Application
9.6.4. By Country/Sub-region
10. Europe AI in Aviation Market Analysis and Forecast
10.1. Market Snapshot
10.2. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Offering, 2017-2031
10.2.1. Hardware
10.2.2. Software
10.2.3. Services
10.3. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Technology, 2017-2031
10.3.1. Machine Learning
10.3.2. Natural Language Processing (NLP)
10.3.3. Computer Vision
10.3.4. Context Awareness Computing
10.4. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Application, 2017-2031
10.4.1. Air Traffic Control
10.4.2. Flight Management Systems
10.4.3. Flights Optimization
10.4.4. Manufacturing
10.4.5. Air Safety and Predictive Maintenance
10.4.6. Passenger Services
10.4.7. Fuel Optimization
10.4.8. Dynamic Pricing
10.4.9. Others
10.5. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Country and Sub-region, 2017-2031
10.5.1. U.K.
10.5.2. Germany
10.5.3. France
10.5.4. Rest of Europe
10.6. Market Attractiveness Analysis
10.6.1. By Offering
10.6.2. By Technology
10.6.3. By Application
10.6.4. By Country/Sub-region
11. Asia Pacific AI in Aviation Market Analysis and Forecast
11.1. Market Snapshot
11.2. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Offering, 2017-2031
11.2.1. Hardware
11.2.2. Software
11.2.3. Services
11.3. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Technology, 2017-2031
11.3.1. Machine Learning
11.3.2. Natural Language Processing (NLP)
11.3.3. Computer Vision
11.3.4. Context Awareness Computing
11.4. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Application, 2017-2031
11.4.1. Air Traffic Control
11.4.2. Flight Management Systems
11.4.3. Flights Optimization
11.4.4. Manufacturing
11.4.5. Air Safety and Predictive Maintenance
11.4.6. Passenger Services
11.4.7. Fuel Optimization
11.4.8. Dynamic Pricing
11.4.9. Others
11.5. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Country and Sub-region, 2017-2031
11.5.1. China
11.5.2. Japan
11.5.3. India
11.5.4. South Korea
11.5.5. ASEAN
11.5.6. Rest of Asia Pacific
11.6. Market Attractiveness Analysis
11.6.1. By Offering
11.6.2. By Technology
11.6.3. By Application
11.6.4. By Country/Sub-region
12. Middle East & Africa AI in Aviation Market Analysis and Forecast
12.1. Market Snapshot
12.2. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Offering, 2017-2031
12.2.1. Hardware
12.2.2. Software
12.2.3. Services
12.3. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Technology, 2017-2031
12.3.1. Machine Learning
12.3.2. Natural Language Processing (NLP)
12.3.3. Computer Vision
12.3.4. Context Awareness Computing
12.4. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Application, 2017-2031
12.4.1. Air Traffic Control
12.4.2. Flight Management Systems
12.4.3. Flights Optimization
12.4.4. Manufacturing
12.4.5. Air Safety and Predictive Maintenance
12.4.6. Passenger Services
12.4.7. Fuel Optimization
12.4.8. Dynamic Pricing
12.4.9. Others
12.5. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Country and Sub-region, 2017-2031
12.5.1. GCC
12.5.2. South Africa
12.5.3. Rest of Middle East & Africa
12.6. Market Attractiveness Analysis
12.6.1. By Offering
12.6.2. By Technology
12.6.3. By Application
12.6.4. By Country/Sub-region
13. South America AI in Aviation Market Analysis and Forecast
13.1. Market Snapshot
13.2. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Offering, 2017-2031
13.2.1. Hardware
13.2.2. Software
13.2.3. Services
13.3. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Technology, 2017-2031
13.3.1. Machine Learning
13.3.2. Natural Language Processing (NLP)
13.3.3. Computer Vision
13.3.4. Context Awareness Computing
13.4. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Application, 2017-2031
13.4.1. Air Traffic Control
13.4.2. Flight Management Systems
13.4.3. Flights Optimization
13.4.4. Manufacturing
13.4.5. Air Safety and Predictive Maintenance
13.4.6. Passenger Services
13.4.7. Fuel Optimization
13.4.8. Dynamic Pricing
13.4.9. Others
13.5. AI in Aviation Market Size (US$ Mn) Analysis & Forecast, by Country and Sub-region, 2017-2031
13.5.1. Brazil
13.5.2. Rest of South America
13.6. Market Attractiveness Analysis
13.6.1. By Offering
13.6.2. By Technology
13.6.3. By Application
13.6.4. By Country/Sub-region
14. Competition Assessment
14.1. Global AI in Aviation Market Competition Matrix - a Dashboard View
14.1.1. Global AI in Aviation Market Company Share Analysis, by Value (2022)
14.1.2. Technological Differentiator
15. Company Profiles (Global Manufacturers/Suppliers)
15.1. Advanced Micro Devices, Inc.
15.1.1. Overview
15.1.2. Product Portfolio
15.1.3. Sales Footprint
15.1.4. Key Subsidiaries or Distributors
15.1.5. Strategy and Recent Developments
15.1.6. Key Financials
15.2. Airbus
15.2.1. Overview
15.2.2. Product Portfolio
15.2.3. Sales Footprint
15.2.4. Key Subsidiaries or Distributors
15.2.5. Strategy and Recent Developments
15.2.6. Key Financials
15.3. Boeing
15.3.1. Overview
15.3.2. Product Portfolio
15.3.3. Sales Footprint
15.3.4. Key Subsidiaries or Distributors
15.3.5. Strategy and Recent Developments
15.3.6. Key Financials
15.4. Fujitsu
15.4.1. Overview
15.4.2. Product Portfolio
15.4.3. Sales Footprint
15.4.4. Key Subsidiaries or Distributors
15.4.5. Strategy and Recent Developments
15.4.6. Key Financials
15.5. General Electric Company
15.5.1. Overview
15.5.2. Product Portfolio
15.5.3. Sales Footprint
15.5.4. Key Subsidiaries or Distributors
15.5.5. Strategy and Recent Developments
15.5.6. Key Financials
15.6. IBM Corporation
15.6.1. Overview
15.6.2. Product Portfolio
15.6.3. Sales Footprint
15.6.4. Key Subsidiaries or Distributors
15.6.5. Strategy and Recent Developments
15.6.6. Key Financials
15.7. Lockheed Martin
15.7.1. Overview
15.7.2. Product Portfolio
15.7.3. Sales Footprint
15.7.4. Key Subsidiaries or Distributors
15.7.5. Strategy and Recent Developments
15.7.6. Key Financials
15.8. Microsoft Corporation
15.8.1. Overview
15.8.2. Product Portfolio
15.8.3. Sales Footprint
15.8.4. Key Subsidiaries or Distributors
15.8.5. Strategy and Recent Developments
15.8.6. Key Financials
15.9. NEC Corporation
15.9.1. Overview
15.9.2. Product Portfolio
15.9.3. Sales Footprint
15.9.4. Key Subsidiaries or Distributors
15.9.5. Strategy and Recent Developments
15.9.6. Key Financials
15.10. Samsung
15.10.1. Overview
15.10.2. Product Portfolio
15.10.3. Sales Footprint
15.10.4. Key Subsidiaries or Distributors
15.10.5. Strategy and Recent Developments
15.10.6. Key Financials
15.11. SITA
15.11.1. Overview
15.11.2. Product Portfolio
15.11.3. Sales Footprint
15.11.4. Key Subsidiaries or Distributors
15.11.5. Strategy and Recent Developments
15.11.6. Key Financials
15.12. TAV Technologies
15.12.1. Overview
15.12.2. Product Portfolio
15.12.3. Sales Footprint
15.12.4. Key Subsidiaries or Distributors
15.12.5. Strategy and Recent Developments
15.12.6. Key Financials
15.13. Thales Group
15.13.1. Overview
15.13.2. Product Portfolio
15.13.3. Sales Footprint
15.13.4. Key Subsidiaries or Distributors
15.13.5. Strategy and Recent Developments
15.13.6. Key Financials
15.14. Other Key Players
15.14.1. Overview
15.14.2. Product Portfolio
15.14.3. Sales Footprint
15.14.4. Key Subsidiaries or Distributors
15.14.5. Strategy and Recent Developments
15.14.6. Key Financials
16. Go To Market Strategy
16.1. Identification of Potential Market Spaces
16.2. Preferred Sales & Marketing Strategy
List of Tables
Table 01: Global AI in Aviation Market Value (US$ Mn) Forecast, by Offering 2017-2031
Table 02: Global AI in Aviation Market Value (US$ Mn) Forecast, by Technology 2017-2031
Table 03: Global AI in Aviation Market Value (US$ Mn) Forecast, by Application, 2017-2031
Table 04: AI in Aviation Market Value (US$ Mn) Forecast, by Region, 2017-2031
Table 05: North America AI in Aviation Market Value (US$ Mn) Forecast, by Offering, 2017-2031
Table 06: North America AI in Aviation Market Value (US$ Mn) Forecast, by Technology, 2017-2031
Table 07: North America AI in Aviation Market Value (US$ Mn) Forecast, by Application, 2017-2031
Table 08: North America AI in Aviation Market Value (US$ Mn) Forecast, by Country, 2017-2031
Table 09: Europe AI in Aviation Market Value (US$ Mn) Forecast, by Offering, 2017-2031
Table 10: Europe AI in Aviation Market Value (US$ Mn) Forecast, by Technology, 2017-2031
Table 11: Europe AI in Aviation Market Value (US$ Mn) Forecast, by Application, 2017-2031
Table 12: Europe AI in Aviation Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017-2031
Table 13: Asia Pacific GaN AI in Aviation Market Value (US$ Mn) Forecast, by Offering, 2017-2031
Table 14: Asia Pacific AI in Aviation Market Value (US$ Mn) Forecast, by Technology, 2017-2031
Table 15: Asia Pacific AI in Aviation Market Value (US$ Mn) Forecast, by Application, 2017-2031
Table 16: Asia Pacific AI in Aviation Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017-2031
Table 17: Middle East & Africa AI in Aviation Market Value (US$ Mn) Forecast, by Offering, 2017-2031
Table 18: Middle East & Africa AI in Aviation Market Value (US$ Mn) Forecast, by Technology, 2017-2031
Table 19: Middle East & Africa AI in Aviation Market Value (US$ Mn) Forecast, by Application 2017-2031
Table 20: Middle East & Africa AI in Aviation Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017-2031
Table 21: South America AI in Aviation Market Value (US$ Mn) Forecast, by Offering, 2017-2031
Table 22: South America AI in Aviation Market Value (US$ Mn) Forecast, by Technology, 2017-2031
Table 23: South America AI in Aviation Market Value (US$ Mn) Forecast, by Application,2017-2031
Table 24: South America AI in Aviation Market Value (US$ Mn) Forecast, by Country/Sub-region, 2017-2031
List of Figures
Figure 01: Global AI in Aviation Market, Value (US$ Mn), 2017-2031
Figure 02: Global AI in Aviation Market, Y-O-Y, 2017-2031
Figure 03: Global AI in Aviation Market, Year-on-Year Growth, Global Overview, 2021-2031
Figure 04: Global AI in Aviation Market, Year-on-Year Growth, by Offering, 2021-2031
Figure 05: Global AI in Aviation Market Projections by Offering, Value (US$ Mn), 2017-2031
Figure 06: Global AI in Aviation Market Share Analysis, by Offering, 2021 and 2031
Figure 07: Global AI in Aviation Market, Incremental Opportunity, by Offering, Value (US$ Mn), 2021-2031
Figure 08: Global AI in Aviation Market, Year-on-Year Growth, by Technology, 2021-2031
Figure 09: Global AI in Aviation Market Projections by Technology, Value (US$ Mn), 2017-2031
Figure 10: Global AI in Aviation Market Share Analysis, by Technology, 2021 and 2031
Figure 11: Global AI in Aviation Market, Incremental Opportunity, by Technology (US$ Mn), 2021-2031
Figure 12: Global AI in Aviation Market, Year-on-Year Growth, by Application, 2017-2031
Figure 13: Global AI in Aviation Market Projections by Application, Value (US$ Mn), 2017-2031
Figure 14: Global AI in Aviation Market Share Analysis, by Application, 2021 and 2031
Figure 15: Global AI in Aviation Market, Incremental Opportunity, by Application, Value (US$ Mn), 2021-2031
Figure 16: Global AI in Aviation Market, Year-on-Year Growth, by Region, 2021-2031
Figure 17: Global AI in Aviation Market Projections by Region, Value (US$ Mn), 2017-2031
Figure 18: Global AI in Aviation Market Share Analysis, by Region, 2021 and 2031
Figure 19: Global AI in Aviation Market, Incremental Opportunity, by Region, Value (US$ Mn), 2021-2031
Figure 20: North America AI in Aviation Market, Year-on-Year Growth
Figure 21: North America AI in Aviation Market Projections by Offering, Value (US$ Mn), 2017-2031
Figure 22: North America AI in Aviation Market Share Analysis, by Offering, 2021 and 2031
Figure 23: North America AI in Aviation Market, Incremental Opportunity, by Offering, Value (US$ Mn), 2021-2031
Figure 24: North America AI in Aviation Market Projections by Technology, Value (US$ Mn), 2017-2031
Figure 25: North America AI in Aviation Market Share Analysis, by Technology, 2021 and 2031
Figure 26: North America AI in Aviation Market, Incremental Opportunity, by Technology (US$ Mn), 2021-2031
Figure 27: North America AI in Aviation Market Projections by Application, Value (US$ Mn), 2017-2031
Figure 28: North America AI in Aviation Market Share Analysis, by Application, 2021 and 2031
Figure 29: North America AI in Aviation Market, Incremental Opportunity, by Application, Value (US$ Mn), 2021-2031
Figure 30: North America AI in Aviation Market Projections by Country, Value (US$ Mn), 2017-2031
Figure 31: North America AI in Aviation Market Share Analysis, by Country, 2021 and 2031
Figure 32: North America AI in Aviation Market, Incremental Opportunity, by Country, Value (US$ Mn), 2021-2031
Figure 33: Europe AI in Aviation Market, Year-on-Year Growth, 2021-2031
Figure 34: Europe AI in Aviation Market Projections by Offering, Value (US$ Mn), 2017-2031
Figure 35: Europe AI in Aviation Market Share Analysis, by Offering, 2021 and 2031
Figure 36: Europe AI in Aviation Market, Incremental Opportunity, by Offering, Value (US$ Mn), 2021-2031
Figure 37: Europe AI in Aviation Market Projections by Technology, Value (US$ Mn), 2017-2031
Figure 38: Europe AI in Aviation Market Share Analysis, by Technology, 2021 and 2031
Figure 39: Europe AI in Aviation Market, Incremental Opportunity, by Technology (US$ Mn), 2021-2031
Figure 40: Europe AI in Aviation Market Projections by Application, Value (US$ Mn), 2017-2031
Figure 41: Europe AI in Aviation Market Share Analysis, by Application, 2021 and 2031
Figure 42: Europe AI in Aviation Market, Incremental Opportunity, by Application, Value (US$ Mn), 2021-2031
Figure 43: Europe AI in Aviation Market Projections by Country/Sub-region, Value (US$ Mn), 2017-2031
Figure 44: Europe AI in Aviation Market Share Analysis, by Country/Sub-region, 2021 and 2031
Figure 45: Europe AI in Aviation Market, Incremental Opportunity, by Country/Sub-region, Value (US$ Mn), 2021-2031
Figure 46: Asia Pacific AI in Aviation Market, Year-on-Year Growth, 2021-2031
Figure 47: Asia Pacific AI in Aviation Market Projections by Offering, Value (US$ Mn), 2017-2031
Figure 48: Asia Pacific AI in Aviation Market Share Analysis, by Offering, 2021 and 2031
Figure 49: Asia Pacific AI in Aviation Market, Incremental Opportunity, by Offering, Value (US$ Mn), 2021-2031
Figure 50: Asia Pacific AI in Aviation Market Projections by Technology, Value (US$ Mn), 2017-2031
Figure 51: Asia Pacific AI in Aviation Market Share Analysis, by Technology, 2021 and 2031
Figure 52: Asia Pacific AI in Aviation Market, Incremental Opportunity, by Technology (US$ Mn), 2021-2031
Figure 53: Asia Pacific AI in Aviation Market Projections by Application, Value (US$ Mn), 2017-2031
Figure 54: Asia Pacific AI in Aviation Market Share Analysis, by Application, 2021 and 2031
Figure 55: Asia Pacific AI in Aviation Market, Incremental Opportunity, by Application, Value (US$ Mn), 2021-2031
Figure 56: Asia Pacific AI in Aviation Market Projections by Country/Sub-region, Value (US$ Mn), 2017-2031
Figure 57: Asia Pacific AI in Aviation Market Share Analysis, by Country/Sub-region, 2021 and 2031
Figure 58: Asia Pacific AI in Aviation Market, Incremental Opportunity, by Country/Sub-region, Value (US$ Mn), 2021-2031
Figure 59: Middle East & Africa AI in Aviation Market, Year-on-Year Growth, 2021-2031
Figure 60: Middle East & Africa AI in Aviation Market Projections by Offering, Value (US$ Mn), 2017-2031
Figure 61: Middle East & Africa AI in Aviation Market Share Analysis, by Offering, 2021 and 2031
Figure 62: Middle East & Africa AI in Aviation Market, Incremental Opportunity, by Offering, Value (US$ Mn), 2021-2031
Figure 63: Middle East & Africa AI in Aviation Market Projections by Technology, Value (US$ Mn), 2017-2031
Figure 64: Middle East & Africa AI in Aviation Market Share Analysis, by Technology, 2021 and 2031
Figure 65: Middle East & Africa AI in Aviation Market, Incremental Opportunity, by Technology (US$ Mn), 2021-2031
Figure 66: Middle East & Africa AI in Aviation Market Projections by Application, Value (US$ Mn), 2017-2031
Figure 67: Middle East & Africa AI in Aviation Market Share Analysis, by Application, 2021 and 2031
Figure 68: Middle East & Africa AI in Aviation Market, Incremental Opportunity, by Application, Value (US$ Mn), 2021-2031
Figure 69: Middle East & Africa AI in Aviation Market Projections by Country/Sub-region, Value (US$ Mn), 2017-2031
Figure 70: Middle East & Africa AI in Aviation Market Share Analysis, by Country/Sub-region, 2021 and 2031
Figure 71: Middle East & Africa AI in Aviation Market, Incremental Opportunity, by Country/Sub-region, Value (US$ Mn), 2021-2031
Figure 72: South America AI in Aviation Market, Year-on-Year Growth, 2021-2031
Figure 73: South America AI in Aviation Market Projections by Offering, Value (US$ Mn), 2017-2031
Figure 74: South America AI in Aviation Market Share Analysis, by Offering, 2020 and 2031
Figure 75: South America AI in Aviation Market, Incremental Opportunity, by Offering, Value (US$ Mn), 2021-2031
Figure 76: South America AI in Aviation Market Projections by Technology, Value (US$ Mn), 2017-2031
Figure 77: South America AI in Aviation Market Share Analysis, by Technology, 2021 and 2031
Figure 78: South America AI in Aviation Market, Incremental Opportunity, by Technology (US$ Mn), 2021-2031
Figure 79: South America AI in Aviation Market Projections by Application, Value (US$ Mn), 2017-2031
Figure 80: South America AI in Aviation Market Share Analysis, by Application, 2020 and 2031
Figure 81: South America AI in Aviation Market, Incremental Opportunity, by Application, Value (US$ Mn), 2021-2031
Figure 82: South America AI in Aviation Market Projections by Country/Sub-region, Value (US$ Mn), 2017-2031
Figure 83: South America AI in Aviation Market Share Analysis, by Country/Sub-region, 2021 and 2031
Figure 84: South America AI in Aviation Market, Incremental Opportunity, by Country/Sub-region, Value (US$ Mn), 2021-2031
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