SlideShare a Scribd company logo
1 of 13
Download to read offline
AVIATION
IN THE DIGITAL ERA
IMPACT OF DIGITAL TECHNOLOGY ACROSS AVIATION
Houman Goudarzi, Innovation, IATA 19 April 2018
AVIATION TECHNOLOGY RADAR
ARTIFICIAL
INTELLIGENCE
BLOCKCHAIN
TECHNOLOGY
DRONE & UAV
TECHNOLOGY
AUGMENTED &
VIRTUAL REALITY
CRYPTO
CURRENCIES
BIOMETRICS &
DIGITAL IDENTITY
AUTONOMOUS
VEHICLES
RENEWABLE
ENERGY
SOCIETY
TECHNOLOGY
ENVIRONMENT
ECONOMY
POLITICS
AIRLINE BUSINESS & TECHNOLOGY MAPPING
CUSTOMER
SHOP
OPERATIONS
SUPPORT
STRATEGIZE
HR
ORDER
PLAN
PAY EXPERIENCE
EXECUTE REPORT
IT FINANCE LEGAL
ARTIFICIAL
INTELLIGENCE
BLOCKCHAIN
TECHNOLOGY
WHAT IS AI?
“Field of study that gives computers the
ability to learn without being explicitly
programmed.” Samuel, Arthur L. (1959)
Computer Science
Artificial Intelligence
Machine Learning
Deep Learning
o Computer + human-like intelligence
o Logical reasoning
o Problem solving
o Learning
o Embodied (e.g. Robots)
o Disembodied (e.g. Siri, Google Now)
WHAT IS INTELLIGENCE?
Analysis & Conclusion Perceiving Outside World
Abstraction of Knowledge Learning from Experiences
To understand and analyze the evolution of AI; one requires to define it across some simplified
dimensions. The 4 dimensions below are inspired by DARPA’s perspective on AI.
EVOLUTION OF AI
1st
Gen AI
1960 1970 1980 1990 2000 2010 2020 ????
2nd
Gen AI
3rd
Gen AI
4th
Gen AI
Logical reasoning
within a defined
and limited space
Analytical
awareness
Applying knowledge to
different problem
Learning through
big data
AI 1st GEN: RULE DRIVEN REASONING
o Flight management computer systems used in some aircraft to assist the pilot.
o Autopilot: To steer the aircraft along a predefined trajectory without pilot intervention.
o Auto cabin pressurization to ensure the environment is safe and comfortable.
Analysis & Conclusion
Perceiving Outside World
Abstraction of Knowledge
Learning from Experiences
Logical reasoning
within a defined
and limited space
1st
Gen AI
AI 2nd GEN: LEARNING THROUGH BIG DATA
o Analysis and prediction of passenger behavior/demand.
o Seamless airport security processes, through facial recognition and biometrics.
o Optimization of revenue management, route network, fleet management.
Analysis & Conclusion
Perceiving Outside World
Abstraction of Knowledge
Learning from Experiences
Learning through
big data
2nd
Gen AI
AI 3rd GEN: ANALYTICAL AWARENESS
o 3rd Gen AI doesn't need to see thousand example images of different aircraft
damage, to be able to detect one on an aircraft.
o Why? "because the data says so“
Analysis & Conclusion
Perceiving Outside World
Abstraction of Knowledge
Learning from Experiences
Analytical
awareness
3rd
Gen AI
AI 4th GEN: CONTEXTUAL AWARENESS
Applying knowledge
to different problem
4th
Gen AI
Analysis & Conclusion
Perceiving Outside World
Abstraction of Knowledge
Learning from Experiences
Human
Intelligence
o Self-flying planes.
o AI driving optimization of revenue management, route network, fleet management.
o Autonomous in-flight services.
AI IMPACT ON AVIATION JOBS
AT RISK:
o PHYSICAL & REPETITIVE JOBS.
o DATA PROCESSING JOBS.
LESS AT RISK:
o PHYSICAL UNPREDICTABLE JOBS.
o JOBS THAT REQUIRE EXPERTISE.
DIFFICULT TO REPLACE:
o JOBS THAT INVOLVE EMOTIONAL
INTERACTION WITH PEOPLE.
OPPORTUNITIES & THREATS
OPPORTUNITIES
LOWER RESOURCE
REQUIREMENT
INCREASED
EFFICIENCY
PRODUCT DISRUPTION
CANNIBALIZATION
THREAT TO ROUTINE
& REPETITIVE JOBS
THREATS
THANK YOU!
linkedin.com/in/houmang

More Related Content

What's hot

Future transportation
Future transportationFuture transportation
Future transportationkamran kami
 
Ch 2 - Airport Mobile Internet - Introductions
Ch 2 - Airport Mobile Internet - IntroductionsCh 2 - Airport Mobile Internet - Introductions
Ch 2 - Airport Mobile Internet - IntroductionsLuis Martin-Domingo
 
Embrace What's Next - Brian Cobb
Embrace What's Next - Brian CobbEmbrace What's Next - Brian Cobb
Embrace What's Next - Brian CobbSITA
 
Multiplex movie ticket booking
Multiplex movie ticket bookingMultiplex movie ticket booking
Multiplex movie ticket bookingSumit Mali
 
Jack Loop Introducing high fidelity location services - Jack Loop
 Jack Loop Introducing high fidelity location services - Jack Loop Jack Loop Introducing high fidelity location services - Jack Loop
Jack Loop Introducing high fidelity location services - Jack LoopSITA
 
Autonomous vehicle implementation
Autonomous vehicle implementationAutonomous vehicle implementation
Autonomous vehicle implementationEnsaf Atef
 

What's hot (8)

Future transportation
Future transportationFuture transportation
Future transportation
 
Ch 2 - Airport Mobile Internet - Introductions
Ch 2 - Airport Mobile Internet - IntroductionsCh 2 - Airport Mobile Internet - Introductions
Ch 2 - Airport Mobile Internet - Introductions
 
Profil, pulau nias
Profil, pulau niasProfil, pulau nias
Profil, pulau nias
 
Embrace What's Next - Brian Cobb
Embrace What's Next - Brian CobbEmbrace What's Next - Brian Cobb
Embrace What's Next - Brian Cobb
 
Multiplex movie ticket booking
Multiplex movie ticket bookingMultiplex movie ticket booking
Multiplex movie ticket booking
 
MCIT_Overview
MCIT_OverviewMCIT_Overview
MCIT_Overview
 
Jack Loop Introducing high fidelity location services - Jack Loop
 Jack Loop Introducing high fidelity location services - Jack Loop Jack Loop Introducing high fidelity location services - Jack Loop
Jack Loop Introducing high fidelity location services - Jack Loop
 
Autonomous vehicle implementation
Autonomous vehicle implementationAutonomous vehicle implementation
Autonomous vehicle implementation
 

Similar to Aviation in the Digital Era

AI/Artificial Intelligent in Aviation Beyond Covid 19
AI/Artificial Intelligent in Aviation Beyond Covid 19AI/Artificial Intelligent in Aviation Beyond Covid 19
AI/Artificial Intelligent in Aviation Beyond Covid 19Assem mousa
 
AI/Artificial Intelligent in Aviation Beyond Covid 19
AI/Artificial Intelligent in Aviation Beyond Covid 19AI/Artificial Intelligent in Aviation Beyond Covid 19
AI/Artificial Intelligent in Aviation Beyond Covid 19Assem mousa
 
AI Technology Is Making Us Safer: Is That So?
AI Technology Is Making Us Safer: Is That So?AI Technology Is Making Us Safer: Is That So?
AI Technology Is Making Us Safer: Is That So?Pixel Crayons
 
Palo alto university rotary club talk Sep 29, 2107
Palo alto university rotary club talk Sep 29, 2107Palo alto university rotary club talk Sep 29, 2107
Palo alto university rotary club talk Sep 29, 2107Charles Martin
 
Modern technology used in airport security
Modern technology used in airport security Modern technology used in airport security
Modern technology used in airport security Jetline Marvel
 
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...gerogepatton
 
Artificial Intelligence and its Impact on the Fourth Industrial Revolution: A...
Artificial Intelligence and its Impact on the Fourth Industrial Revolution: A...Artificial Intelligence and its Impact on the Fourth Industrial Revolution: A...
Artificial Intelligence and its Impact on the Fourth Industrial Revolution: A...gerogepatton
 
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...ijaia
 
UX STRAT Europe 2019: Alex Tim
UX STRAT Europe 2019: Alex TimUX STRAT Europe 2019: Alex Tim
UX STRAT Europe 2019: Alex TimUX STRAT
 
Introduction to Artificial intelligence.
Introduction to Artificial intelligence.Introduction to Artificial intelligence.
Introduction to Artificial intelligence.thamaeteboho94
 
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing SECURAWorld
 
Is AI going to provide safety for us?
Is AI going to provide safety for us?Is AI going to provide safety for us?
Is AI going to provide safety for us?DLabs
 
Arnon dror ai and the future of business
Arnon dror ai and the future of businessArnon dror ai and the future of business
Arnon dror ai and the future of businessArnon Dror
 
IRJET-Artificial Intelligence and its Applications Goal
IRJET-Artificial Intelligence and its Applications GoalIRJET-Artificial Intelligence and its Applications Goal
IRJET-Artificial Intelligence and its Applications GoalIRJET Journal
 
Artificial intelligence in aviation
Artificial intelligence in aviationArtificial intelligence in aviation
Artificial intelligence in aviationPriyankaKg4
 
Smart Machines Oct 2014
Smart Machines Oct 2014Smart Machines Oct 2014
Smart Machines Oct 2014Immo Salo
 
Keynote speech - Webmedia 2020
Keynote speech - Webmedia 2020Keynote speech - Webmedia 2020
Keynote speech - Webmedia 2020Vivian Motti
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligenceMattArnold58
 

Similar to Aviation in the Digital Era (20)

AI/Artificial Intelligent in Aviation Beyond Covid 19
AI/Artificial Intelligent in Aviation Beyond Covid 19AI/Artificial Intelligent in Aviation Beyond Covid 19
AI/Artificial Intelligent in Aviation Beyond Covid 19
 
AI/Artificial Intelligent in Aviation Beyond Covid 19
AI/Artificial Intelligent in Aviation Beyond Covid 19AI/Artificial Intelligent in Aviation Beyond Covid 19
AI/Artificial Intelligent in Aviation Beyond Covid 19
 
AI Technology Is Making Us Safer: Is That So?
AI Technology Is Making Us Safer: Is That So?AI Technology Is Making Us Safer: Is That So?
AI Technology Is Making Us Safer: Is That So?
 
Palo alto university rotary club talk Sep 29, 2107
Palo alto university rotary club talk Sep 29, 2107Palo alto university rotary club talk Sep 29, 2107
Palo alto university rotary club talk Sep 29, 2107
 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
 
Modern technology used in airport security
Modern technology used in airport security Modern technology used in airport security
Modern technology used in airport security
 
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
 
Artificial Intelligence and its Impact on the Fourth Industrial Revolution: A...
Artificial Intelligence and its Impact on the Fourth Industrial Revolution: A...Artificial Intelligence and its Impact on the Fourth Industrial Revolution: A...
Artificial Intelligence and its Impact on the Fourth Industrial Revolution: A...
 
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
ARTIFICIAL INTELLIGENCE AND ITS IMPACT ON THE FOURTH INDUSTRIAL REVOLUTION: A...
 
UX STRAT Europe 2019: Alex Tim
UX STRAT Europe 2019: Alex TimUX STRAT Europe 2019: Alex Tim
UX STRAT Europe 2019: Alex Tim
 
Introduction to Artificial intelligence.
Introduction to Artificial intelligence.Introduction to Artificial intelligence.
Introduction to Artificial intelligence.
 
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
AUTOMATIC NUMBER PLATE RECOGNITION and Violation processing
 
Is AI going to provide safety for us?
Is AI going to provide safety for us?Is AI going to provide safety for us?
Is AI going to provide safety for us?
 
Arnon dror ai and the future of business
Arnon dror ai and the future of businessArnon dror ai and the future of business
Arnon dror ai and the future of business
 
Talk_AI_in_Africa
Talk_AI_in_AfricaTalk_AI_in_Africa
Talk_AI_in_Africa
 
IRJET-Artificial Intelligence and its Applications Goal
IRJET-Artificial Intelligence and its Applications GoalIRJET-Artificial Intelligence and its Applications Goal
IRJET-Artificial Intelligence and its Applications Goal
 
Artificial intelligence in aviation
Artificial intelligence in aviationArtificial intelligence in aviation
Artificial intelligence in aviation
 
Smart Machines Oct 2014
Smart Machines Oct 2014Smart Machines Oct 2014
Smart Machines Oct 2014
 
Keynote speech - Webmedia 2020
Keynote speech - Webmedia 2020Keynote speech - Webmedia 2020
Keynote speech - Webmedia 2020
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
 

Recently uploaded

Choreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software EngineeringChoreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software EngineeringWSO2
 
Continuing Bonds Through AI: A Hermeneutic Reflection on Thanabots
Continuing Bonds Through AI: A Hermeneutic Reflection on ThanabotsContinuing Bonds Through AI: A Hermeneutic Reflection on Thanabots
Continuing Bonds Through AI: A Hermeneutic Reflection on ThanabotsLeah Henrickson
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea
 
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)Samir Dash
 
JohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptxJohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptxJohnPollard37
 
The Ultimate Prompt Engineering Guide for Generative AI: Get the Most Out of ...
The Ultimate Prompt Engineering Guide for Generative AI: Get the Most Out of ...The Ultimate Prompt Engineering Guide for Generative AI: Get the Most Out of ...
The Ultimate Prompt Engineering Guide for Generative AI: Get the Most Out of ...SOFTTECHHUB
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityWSO2
 
Introduction to use of FHIR Documents in ABDM
Introduction to use of FHIR Documents in ABDMIntroduction to use of FHIR Documents in ABDM
Introduction to use of FHIR Documents in ABDMKumar Satyam
 
API Governance and Monetization - The evolution of API governance
API Governance and Monetization -  The evolution of API governanceAPI Governance and Monetization -  The evolution of API governance
API Governance and Monetization - The evolution of API governanceWSO2
 
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptxHarnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptxFIDO Alliance
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Zilliz
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDropbox
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2
 
JavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuideJavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuidePixlogix Infotech
 
How to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cfHow to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cfdanishmna97
 
Modernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using BallerinaModernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using BallerinaWSO2
 
Quantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation ComputingQuantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation ComputingWSO2
 
Hyatt driving innovation and exceptional customer experiences with FIDO passw...
Hyatt driving innovation and exceptional customer experiences with FIDO passw...Hyatt driving innovation and exceptional customer experiences with FIDO passw...
Hyatt driving innovation and exceptional customer experiences with FIDO passw...FIDO Alliance
 
Event-Driven Architecture Masterclass: Challenges in Stream Processing
Event-Driven Architecture Masterclass: Challenges in Stream ProcessingEvent-Driven Architecture Masterclass: Challenges in Stream Processing
Event-Driven Architecture Masterclass: Challenges in Stream ProcessingScyllaDB
 

Recently uploaded (20)

Choreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software EngineeringChoreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software Engineering
 
Continuing Bonds Through AI: A Hermeneutic Reflection on Thanabots
Continuing Bonds Through AI: A Hermeneutic Reflection on ThanabotsContinuing Bonds Through AI: A Hermeneutic Reflection on Thanabots
Continuing Bonds Through AI: A Hermeneutic Reflection on Thanabots
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
 
JohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptxJohnPollard-hybrid-app-RailsConf2024.pptx
JohnPollard-hybrid-app-RailsConf2024.pptx
 
The Ultimate Prompt Engineering Guide for Generative AI: Get the Most Out of ...
The Ultimate Prompt Engineering Guide for Generative AI: Get the Most Out of ...The Ultimate Prompt Engineering Guide for Generative AI: Get the Most Out of ...
The Ultimate Prompt Engineering Guide for Generative AI: Get the Most Out of ...
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital Adaptability
 
Introduction to use of FHIR Documents in ABDM
Introduction to use of FHIR Documents in ABDMIntroduction to use of FHIR Documents in ABDM
Introduction to use of FHIR Documents in ABDM
 
API Governance and Monetization - The evolution of API governance
API Governance and Monetization -  The evolution of API governanceAPI Governance and Monetization -  The evolution of API governance
API Governance and Monetization - The evolution of API governance
 
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptxHarnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
 
JavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuideJavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate Guide
 
How to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cfHow to Check CNIC Information Online with Pakdata cf
How to Check CNIC Information Online with Pakdata cf
 
Modernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using BallerinaModernizing Legacy Systems Using Ballerina
Modernizing Legacy Systems Using Ballerina
 
Quantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation ComputingQuantum Leap in Next-Generation Computing
Quantum Leap in Next-Generation Computing
 
Hyatt driving innovation and exceptional customer experiences with FIDO passw...
Hyatt driving innovation and exceptional customer experiences with FIDO passw...Hyatt driving innovation and exceptional customer experiences with FIDO passw...
Hyatt driving innovation and exceptional customer experiences with FIDO passw...
 
Event-Driven Architecture Masterclass: Challenges in Stream Processing
Event-Driven Architecture Masterclass: Challenges in Stream ProcessingEvent-Driven Architecture Masterclass: Challenges in Stream Processing
Event-Driven Architecture Masterclass: Challenges in Stream Processing
 

Aviation in the Digital Era

  • 1. AVIATION IN THE DIGITAL ERA IMPACT OF DIGITAL TECHNOLOGY ACROSS AVIATION Houman Goudarzi, Innovation, IATA 19 April 2018
  • 2. AVIATION TECHNOLOGY RADAR ARTIFICIAL INTELLIGENCE BLOCKCHAIN TECHNOLOGY DRONE & UAV TECHNOLOGY AUGMENTED & VIRTUAL REALITY CRYPTO CURRENCIES BIOMETRICS & DIGITAL IDENTITY AUTONOMOUS VEHICLES RENEWABLE ENERGY SOCIETY TECHNOLOGY ENVIRONMENT ECONOMY POLITICS
  • 3. AIRLINE BUSINESS & TECHNOLOGY MAPPING CUSTOMER SHOP OPERATIONS SUPPORT STRATEGIZE HR ORDER PLAN PAY EXPERIENCE EXECUTE REPORT IT FINANCE LEGAL ARTIFICIAL INTELLIGENCE BLOCKCHAIN TECHNOLOGY
  • 4. WHAT IS AI? “Field of study that gives computers the ability to learn without being explicitly programmed.” Samuel, Arthur L. (1959) Computer Science Artificial Intelligence Machine Learning Deep Learning o Computer + human-like intelligence o Logical reasoning o Problem solving o Learning o Embodied (e.g. Robots) o Disembodied (e.g. Siri, Google Now)
  • 5. WHAT IS INTELLIGENCE? Analysis & Conclusion Perceiving Outside World Abstraction of Knowledge Learning from Experiences To understand and analyze the evolution of AI; one requires to define it across some simplified dimensions. The 4 dimensions below are inspired by DARPA’s perspective on AI.
  • 6. EVOLUTION OF AI 1st Gen AI 1960 1970 1980 1990 2000 2010 2020 ???? 2nd Gen AI 3rd Gen AI 4th Gen AI Logical reasoning within a defined and limited space Analytical awareness Applying knowledge to different problem Learning through big data
  • 7. AI 1st GEN: RULE DRIVEN REASONING o Flight management computer systems used in some aircraft to assist the pilot. o Autopilot: To steer the aircraft along a predefined trajectory without pilot intervention. o Auto cabin pressurization to ensure the environment is safe and comfortable. Analysis & Conclusion Perceiving Outside World Abstraction of Knowledge Learning from Experiences Logical reasoning within a defined and limited space 1st Gen AI
  • 8. AI 2nd GEN: LEARNING THROUGH BIG DATA o Analysis and prediction of passenger behavior/demand. o Seamless airport security processes, through facial recognition and biometrics. o Optimization of revenue management, route network, fleet management. Analysis & Conclusion Perceiving Outside World Abstraction of Knowledge Learning from Experiences Learning through big data 2nd Gen AI
  • 9. AI 3rd GEN: ANALYTICAL AWARENESS o 3rd Gen AI doesn't need to see thousand example images of different aircraft damage, to be able to detect one on an aircraft. o Why? "because the data says so“ Analysis & Conclusion Perceiving Outside World Abstraction of Knowledge Learning from Experiences Analytical awareness 3rd Gen AI
  • 10. AI 4th GEN: CONTEXTUAL AWARENESS Applying knowledge to different problem 4th Gen AI Analysis & Conclusion Perceiving Outside World Abstraction of Knowledge Learning from Experiences Human Intelligence o Self-flying planes. o AI driving optimization of revenue management, route network, fleet management. o Autonomous in-flight services.
  • 11. AI IMPACT ON AVIATION JOBS AT RISK: o PHYSICAL & REPETITIVE JOBS. o DATA PROCESSING JOBS. LESS AT RISK: o PHYSICAL UNPREDICTABLE JOBS. o JOBS THAT REQUIRE EXPERTISE. DIFFICULT TO REPLACE: o JOBS THAT INVOLVE EMOTIONAL INTERACTION WITH PEOPLE.
  • 12. OPPORTUNITIES & THREATS OPPORTUNITIES LOWER RESOURCE REQUIREMENT INCREASED EFFICIENCY PRODUCT DISRUPTION CANNIBALIZATION THREAT TO ROUTINE & REPETITIVE JOBS THREATS