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Pim van Oerle
V.I.R. Berlin, June 22nd 2017
Bots, Chats and Artificial Intelligence
The Future of Travel and User Interaction
Skyscanner is a leading travel distribution platform that enables partners
to capitalize on the fast-paced digital travel environment.
The world’s travel search engine
Table
t
Mobil
e
Deskt
op
Flight
s
Hotel
s
Car
hire
The numbers
Skyscanner is the
no.1 independent
travel search
engine.
40% growth
year-on-year
1,200+
partners globally
60
million
monthly
visitors
30+
languages
$11.2 billion
airline tickets
booked
56%
repeated
sessions
200
3
2014
2005
2011
2015
2012
2013
2016
200
4
Opening of our China office
Opening of our AMER
office
New app
Tech
companies
acquisition
for further
growth
Joint venture with Yahoo
Japan
Innovation, new
technologies
Skyscanner
acquired
by Ctrip for £1.46bn
Start of our journey
Expand to EU
Expand to APAC
First
app
launch
Unified app
Our journey
Our ultimate goal:
to make travel booking as easy as it is today to
buy a book online
Paperback
Hardback
Audiobook
Kindle
Still largely the
same static
product
Direct sale or
Marketplace
Compare that to air travel
700 airlines
14,000 airports
1000 providers
Near-infinite
route-date
combinations
26 seat
classes
Taxes
Fees
As early entrants to the ‘app economy’ we racked up downloads and stars.
Three
Million
Apps
On average, how many new apps do most
users download per month?
None
8+
5-7
4+
3+
2+
1+
None
% of smartphone users, United States only, comScore 3 month average Q4 2014
Average number of monthly app downloads
66% 50%
-
77%
-
95%
Download no
new apps
Drop off during
first use
Average user
loss within 3
days
Average user
loss within 90
days
Apps are hard
Comfort, not
convenience, is the most
important thing in
software - and text is an
incredibly comfortable
medium”
Jonathan Libov
Analyst, Union Square Ventures
“
Minimum of 9 steps (probably more) and 17 ‘taps’ to get what you want
1
2
3
4
5
6
8
7
9
“Get me a BA flight
from Berlin to Edinburgh
leaving tomorrow morning
for less than €100”
We created a bots team
I always like to rewind to what
people did before technology.
Before the web era, we just
had conversations.
David Marcus
Head of Facebook Messenger
“
SMS - not dead yet!
It’s been known for a
relatively basic app
to cost £35 in
data charges
Old: all software expands
until it includes messaging
New: all messaging
expands until it includes
software”
Benedict Evans
Analyst, Andreessen Horowitz
“
Facebook Messenger
Around 900 million MAU and now an established platform
Microsoft
Huge investment in bot / cognitive technology across all platforms
Voice
Alexa, also Apple and Google
818m
22%
Monthly active
users
Are registered
for payments
And already, most
of the top apps in
the stores are
messaging apps
- whether
measured by
downloads or
sessions.
Source: Mary Meeker,
KPCB Internet Trends, 2015
Think about the convergence of
comfort and convenience:
apps you already use, improving
services you already use?
If apps were in the business of
selling us distraction, bots will
be in the business of buying
us time.”
Suman Deb Roy
Data Scientist, Betaworks
“
What is a bot and
when does it
become an agent?
Just how long is a
conversation?
An example of using an ‘operator’
Personality
Memory
Emotion
Social Learning
Topics
Transactions
What you end up with is a ‘hierarchy of messaging needs’ and how they can be serviced:
Trained intelligence
Algorithms
Demo
(we learned a lot along the way)
Treat bot users as if they’ve
downloaded an app -
onboarding and
understanding are critical
Make it clear whether
you’re talking to a bot or a
human
Give Simple Answers to
Complex Questions –
helping someone solve a
problem is more important
than having a conversation
with them
Don’t think “build it and
they’ll come” - the vast
majority of people still don’t
know what a bot is. Give
them a reason to use it.
Think about ways to push
and pull the user into a bot.
Expect the unexpected -
people will say things you
probably can’t answer
“Book me a direct flight from Milan to
Edinburgh tomorrow morning,
arriving before 4pm please”
“…and can I take my dog on the
plane?”
Have thick skin - more
than just confusing you,
people often treat bots as
the fourth emergency
service
“I’ve lost my keys”
“Shopping baskets are enslaving
humanity, which side are you
on?”
Don’t forget who you do
this for…
Thank you
Feedback: @Skyscanner_DE
http://bit.ly/SkyscannerXING
More on bot development at Skyscanner:
http://bit.ly/SkyscannersMessengerBot

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Bots, Chats and Artificial Intelligence: The Future of Travel and User Interaction

Editor's Notes

  1. Need to get some numbers here?
  2. Back in the early 2000s there were many budget airline sites in the UK. Gareth was regularly travelling to Europe to ski with his brother, and trawling all these sites proved an extremely time-consuming process. Gareth, Bonamy and Barry put their heads together to come up with a solution, and from a simple spreadsheet and a few lines of code, Skyscanner was born. It grew by word of mouth.
  3. Let's explore this for a minute.  If you were to buy a book from Amazon, the outputs are fairly limited.  It might be in paperback or hardback, it might be sold via Amazon, the marketplace or in Kindle form.  But the input - the product you're requesting - is the same thing with the same quality.
  4. High complexity in just the Flights example, let alone adding Hotels and Car Hire. Singapore to Edinburgh with fixed dates will yield 100 possible routes, with multiple providers selling those routes!
  5. Actually 50 million now!
  6. Pause for effect here 
  7. Operator is using human assistants to provide a concierge service. Note the scheduling of a future action. Also, the rich message response. Think of all too common customer service scenarios where you are waiting on hold, synchronous activity for the customer. Say you’re calling about a missing item. They have to talk to a delivery company, putting you on hold, and you get the information second hand. Imagine a messaging stream with the company. They already have the context of your order and the history of your communication about it. You can go about your life whilst waiting for a response, you will get a notification just like the conversations you have with friends. The delivery company could be asked to provide information right in the stream, visible to both parties directly. Currently you’re often looking at order status pages, searching emails from retailer and delivery company, and on the phone at the same time. Of course this is just one scenario that could be made so much better by ubiquitous messaging.
  8. Half a million people have interacted with our various bots
  9. Airline moving from hybrid bot activity to pure human, to quickly train the ”learning loop”
  10. Cortana slide
  11. Happy faces!