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© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Innovating with AWS in Travel
Massimo Morin, Head, AWS Travel
9th April, 2019
Innovation
Day
@ Amazon
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
What is behind travel?
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Behind Travel @ AWS
AWS Travel
Airlines
Airports
Ground Transportation
(Bus operators, Passenger Trains, Rental Cars)
Travel Services
(Travel Seller, Travel Technology)
AWS A&D
Aircraft Manufacturing
Component Manufacturing
MROs
Aftermarket Services
AWS Hospitality
Restaurants
Lodging
Cruise lines
Entertainment venues
Catering / foodservice
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
AWS Travel
• Airlines
• Airports
• Ground Transportation
• Bus operators, Passenger Trains, Rental Cars
• Travel Services
• Travel Seller, Travel Technology
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
What are the Trends in Travel?
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Selling and Engaging
as a Retailer
Connected Traveler
Experience
Asset Management,
Operational Efficiency
Prescriptive Migrations
Travel Trends
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Leverage the power of big data
Collect, Store, process, and act
from operation and customer insights
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
…It’s all about the customer
Meaningfully engage with your customers:
“80% of American Consumers point to speed, convenience, knowledgeable help, and
friendly service as the most important element of positive customer experience.”
Experience is everything: Here’s how to get it right - PWC report
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
What does successful user engagement look like?
Digital channels that keep consumers engaged are part of a continuous feedback loop,
delivering personalized interactions, generating signals, and supporting business loyalty and
growth.
User engages
with company
Message user and
capture data
Identify signals
Factor in time,
location, context
CUSTOMER
INSIGHTS
PERSONALIZED
ENGAGEMENTS
Segment user
based on profile
Profile user
Optimize content
for user
Re-message
user
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
A Data (Lake) Strategy
Unlocking The Value of Data by Breaking the Silos
The data already exists but goes unused or is locked away
from complimentary data sets in isolated data silos.
11
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Qantas – Deeper Customer Insights
• 3rd world oldest and Australia's largest
domestic and international airline
• CAP enables better customer engagement,
to improve customer experience &
profitability
• 1.5M msg/day, 0 downtime, 0 message loss
• CAP quickly and inexpensively provides
1000+ cabin crew managers with insights
into customer needs and wants in R/T
Qantas uses AWS for CAP, a real time streaming platform to make passenger
information available to cabin crew worldwide
“Combination of AWS and open
source made this system practical,
previous evaluations using on
premise and proprietary software
proved cost prohibitive and hard to
scale”
David Hockridge,
Manager, Business Insight, Qantas IT
”
”
https://aws.amazon.com/solutions/case-studies/qantas/
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Leveraging ML/AI…
… on a omnichannel engagement
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
”
“ • CapitalOne: one of the ten largest U.S. banks
by assets and deposits
• Speech-to-text transcription, store recording,
analyze sentiment
• No per-seat cost, pays for Amazon Connect
when its associates are taking calls.
• Outcome: “POC in 3 days, trained hundreds of
associates in 30 mins, and achieved 100%
adoption for our direct bank and fraud
operations in just five months”
Capital One Contact Centers Innovate Faster
Using Amazon Connect
“The flexibility of Amazon
Connect lets us add new
features in weeks instead of
the three to six months that
our last solution required. ”
Rajiv Sondhi
VP Software Engineering and Digital
Technologies, Capital One
https://aws.amazon.com/solutions/case-studies/capital-one-amazon-connect/
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Chatbot at Scale
• In production with live
customer engagement
• 1M+ interactions (Feb ‘19)
• 85%+ containment
• Multiple languages
• Multiple channel
• Voice Ready: Alexa and Call
Center
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Enters Personalization
True personalization comes
when you reach the
right customer with the
right message through the
right medium at the
right time
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Reach the right customer, at the right
medium, at the right time:
Multi-dimensional segmentation at scale
Create segments in real-time, with fresh
data, based on deeper characteristics
than stats such as ”Has Product X” or
“Opened Last Email”
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Getting personalization and recommendations right is hard
Popularity Trap
Only showing most popular items
limits the individuality of the
recommendation
Cold Starts
Relevant recommendations must be able to be
surfaced even for customers with limited history
Scale
Resonant recommendations need to scale across
thousands of products and customers
Real-Time
Personalization must work at low latency, and be
responsive to the changing intent of a customer
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Accurate forecasts are very difficult to generate
External Factors
Weather, holidays, events and trends impact
demand, and should be integrated into
forecasts
No History Available
New products or processes with no prior data are
very difficult to forecast
Additional Variables
Traditional models rarely take into
consideration additional meta-data because
it is hard to obtain
Spikey or Intermittent Data
Real-world data often exhibits irregular patterns
which causes traditional models to fail
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
We’ve chosen to work with the world’s
leading cloud to develop and deliver
services that will transform our
customers’ travel experiences.
By rebuilding core applications, converting
data into actionable insights, and creating
intelligent applications, we are putting the
solutions in place to continue our leadership in
the travel industry.
Machine learning is hugely important to our
growth, and we’re pursuing a variety of AWS
machine learning services to enhance customer
UI experience and personalize the MyRyanair
portal for every unique traveler.
John Hurley,
CTO @ Ryanair
https://www.businesswire.com/news/home/20180509006648/en/Ryanair-All-In-AWS
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
The Power of Data:
From Travel company to people logistic leader
21https://www.youtube.com/watch?v=1IxDLeFQKPk
“We can now achieve absolute personalization!”
Mark Okerstrom, CEO and President
re:Invent 2017 presentation
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Conclusions
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Some of our customers
(SWIM Data)
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
But Innovation Leadership Is Still Shaping Up
• Everyone is looking to lead using
AWS cloud
• Time is right for innovating at
scale
• Focus on what differentiates your
business
• Starts from your customer and
work backwards
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
1. Data is where everything starts
2. Look at what delivers value to your customers
3. Be ambitious and have an aggressive plan
4. We have 13+ years of experience and we can help
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and TrademarkTUI Accelerates Digital Transformation and Deliver Personalized Travel Experiences with AWS
https://www.youtube.com/watch?v=JJwmfuWjx64
TUI: Why AWS?
Pieter Jordaan
Director of Engineering
We learn from customer data we have and
provide the best user experience.
[…]
Why moving to AWS? The cloud
economics, so we can purchase what we
need, […] and the pace of innovation,
leveraging an existing platform
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
Massimo Morin
Head Worldwide Business Development, Travel
AWS Enterprise and Industry Verticals Business Development
27 Melcher St, Boston, MA 02210, USA
morinmm@amazon.com

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Introduction to AWS Travel by Massimo Morin

  • 1. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Innovating with AWS in Travel Massimo Morin, Head, AWS Travel 9th April, 2019 Innovation Day @ Amazon
  • 2. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
  • 3. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark What is behind travel?
  • 4. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Behind Travel @ AWS AWS Travel Airlines Airports Ground Transportation (Bus operators, Passenger Trains, Rental Cars) Travel Services (Travel Seller, Travel Technology) AWS A&D Aircraft Manufacturing Component Manufacturing MROs Aftermarket Services AWS Hospitality Restaurants Lodging Cruise lines Entertainment venues Catering / foodservice
  • 5. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark AWS Travel • Airlines • Airports • Ground Transportation • Bus operators, Passenger Trains, Rental Cars • Travel Services • Travel Seller, Travel Technology
  • 6. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark What are the Trends in Travel?
  • 7. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Selling and Engaging as a Retailer Connected Traveler Experience Asset Management, Operational Efficiency Prescriptive Migrations Travel Trends
  • 8. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Leverage the power of big data Collect, Store, process, and act from operation and customer insights
  • 9. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark …It’s all about the customer Meaningfully engage with your customers: “80% of American Consumers point to speed, convenience, knowledgeable help, and friendly service as the most important element of positive customer experience.” Experience is everything: Here’s how to get it right - PWC report
  • 10. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark What does successful user engagement look like? Digital channels that keep consumers engaged are part of a continuous feedback loop, delivering personalized interactions, generating signals, and supporting business loyalty and growth. User engages with company Message user and capture data Identify signals Factor in time, location, context CUSTOMER INSIGHTS PERSONALIZED ENGAGEMENTS Segment user based on profile Profile user Optimize content for user Re-message user
  • 11. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark A Data (Lake) Strategy Unlocking The Value of Data by Breaking the Silos The data already exists but goes unused or is locked away from complimentary data sets in isolated data silos. 11
  • 12. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Qantas – Deeper Customer Insights • 3rd world oldest and Australia's largest domestic and international airline • CAP enables better customer engagement, to improve customer experience & profitability • 1.5M msg/day, 0 downtime, 0 message loss • CAP quickly and inexpensively provides 1000+ cabin crew managers with insights into customer needs and wants in R/T Qantas uses AWS for CAP, a real time streaming platform to make passenger information available to cabin crew worldwide “Combination of AWS and open source made this system practical, previous evaluations using on premise and proprietary software proved cost prohibitive and hard to scale” David Hockridge, Manager, Business Insight, Qantas IT ” ” https://aws.amazon.com/solutions/case-studies/qantas/
  • 13. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Leveraging ML/AI… … on a omnichannel engagement
  • 14. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark ” “ • CapitalOne: one of the ten largest U.S. banks by assets and deposits • Speech-to-text transcription, store recording, analyze sentiment • No per-seat cost, pays for Amazon Connect when its associates are taking calls. • Outcome: “POC in 3 days, trained hundreds of associates in 30 mins, and achieved 100% adoption for our direct bank and fraud operations in just five months” Capital One Contact Centers Innovate Faster Using Amazon Connect “The flexibility of Amazon Connect lets us add new features in weeks instead of the three to six months that our last solution required. ” Rajiv Sondhi VP Software Engineering and Digital Technologies, Capital One https://aws.amazon.com/solutions/case-studies/capital-one-amazon-connect/
  • 15. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Chatbot at Scale • In production with live customer engagement • 1M+ interactions (Feb ‘19) • 85%+ containment • Multiple languages • Multiple channel • Voice Ready: Alexa and Call Center
  • 16. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Enters Personalization True personalization comes when you reach the right customer with the right message through the right medium at the right time
  • 17. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Reach the right customer, at the right medium, at the right time: Multi-dimensional segmentation at scale Create segments in real-time, with fresh data, based on deeper characteristics than stats such as ”Has Product X” or “Opened Last Email”
  • 18. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Getting personalization and recommendations right is hard Popularity Trap Only showing most popular items limits the individuality of the recommendation Cold Starts Relevant recommendations must be able to be surfaced even for customers with limited history Scale Resonant recommendations need to scale across thousands of products and customers Real-Time Personalization must work at low latency, and be responsive to the changing intent of a customer
  • 19. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Accurate forecasts are very difficult to generate External Factors Weather, holidays, events and trends impact demand, and should be integrated into forecasts No History Available New products or processes with no prior data are very difficult to forecast Additional Variables Traditional models rarely take into consideration additional meta-data because it is hard to obtain Spikey or Intermittent Data Real-world data often exhibits irregular patterns which causes traditional models to fail
  • 20. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark We’ve chosen to work with the world’s leading cloud to develop and deliver services that will transform our customers’ travel experiences. By rebuilding core applications, converting data into actionable insights, and creating intelligent applications, we are putting the solutions in place to continue our leadership in the travel industry. Machine learning is hugely important to our growth, and we’re pursuing a variety of AWS machine learning services to enhance customer UI experience and personalize the MyRyanair portal for every unique traveler. John Hurley, CTO @ Ryanair https://www.businesswire.com/news/home/20180509006648/en/Ryanair-All-In-AWS
  • 21. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark The Power of Data: From Travel company to people logistic leader 21https://www.youtube.com/watch?v=1IxDLeFQKPk “We can now achieve absolute personalization!” Mark Okerstrom, CEO and President re:Invent 2017 presentation
  • 22. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Conclusions
  • 23. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Some of our customers (SWIM Data)
  • 24. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark But Innovation Leadership Is Still Shaping Up • Everyone is looking to lead using AWS cloud • Time is right for innovating at scale • Focus on what differentiates your business • Starts from your customer and work backwards
  • 25. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark 1. Data is where everything starts 2. Look at what delivers value to your customers 3. Be ambitious and have an aggressive plan 4. We have 13+ years of experience and we can help
  • 26. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and TrademarkTUI Accelerates Digital Transformation and Deliver Personalized Travel Experiences with AWS https://www.youtube.com/watch?v=JJwmfuWjx64 TUI: Why AWS? Pieter Jordaan Director of Engineering We learn from customer data we have and provide the best user experience. […] Why moving to AWS? The cloud economics, so we can purchase what we need, […] and the pace of innovation, leveraging an existing platform
  • 27. © 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark Massimo Morin Head Worldwide Business Development, Travel AWS Enterprise and Industry Verticals Business Development 27 Melcher St, Boston, MA 02210, USA morinmm@amazon.com