Swisscom's own transformation story as well as a presentation on the topic of Artificial intelligence: AI applications can help businesses in many different areas. They are particularly suitable for analysing large quantities of data in the shortest possible time and finding new solutions to complex problems.
Swisscom's Transformation to AI: Leveraging Data Science for Customer Service
1.
2. Audit Corporates Day
Swisscom’s Transformation and Artificial
Intelligence
Milos Radovic, Senior Business Developer
Dr, Andreea Hossmann, Head of Data Science
8. New technologies can help to accelerate change
Coming in waves it will changes our business
1
2
3
4
Mobility & Connectivity
Devices like Smartphones, Tablets and
the mobile Internet. Mobile
connectivity is omnipresent.
IoT & Virtualization
Physical things will merge with the
cloud. Smart data, virtual reality and
virtuallized systems and networks.
Artificial Intelligence
Machines will learn and decide
independently. Intelligent analysis of
huge amounts of data. Robotics.
Blockchain.
…?
We don‘t know what the future brings.
But we know that the next wave is on
its way.
2007 today 2020 2030
9. The speed of change increases
Linear growth can mean exponential failing
Growth
Time
Exponential
Linear
Disruption
10.
11. Digitalization changes customer behavior
Double the data for
mobile usage per yearx2
Videos on Demand
per month580Tsd.
Customers watch
delayed/prerecorded TV65%
Under 50 use fixed
telephony10%
…and expectations.
12. Proven business models dissapear…
…and it hurts.
«SMS was once a 400-Millionen-Business
– today, it dosen’t exist anymore.
Textmessages were simply replaced by the web based service
WhatsApp, an Internet-Company.»
Der Bund
14. Innovation means movement
Time
New Business
Traditional
Business
70 %of the Swisscom revenueis made with productsthat didn’t exist
10 years
ago.
Revenue
19. Form a new leadership
Develop skills deliberately
Shape the future –
manage consistently
Strengthen people –
Learn and Shape
Entrepreneur
Trainer
Connect forces –
work together
Networker
Be aware and –
develop your strenghts
Self-Management
20. Keep your eyes on the next wave
Data is the basis for artificial intelligence, robotics and much more
Artificial Intelligence
Blockchain
3
Robotics
28. Images
Speech
Understanding of structured
and unstructured data
Understanding of structured and
unstructured data
What Distinguishes Our Brain
from a Machine
Texts
Images
SpeechTexts
30. The AI Dream Team
> Data Science / AI Solution Design
> Data Exploration
> Data Labelling
> Machine Learning Model Creation
(supervised or unsupervised)
> Machine Learning Model Evaluation
> AI Solution Design
• NLP – Text Classification, Sequence
Modelling etc.
• Speech – Keyword Spotting,
Domain Adaptation, Low-resource
Languages
• Designs
• Development
• Native App Development
• Progressive Web Apps
• Web Development
• Back-End Solutions
• Technical Advice
• Scrum/Agile Development
• Software Testing
• User Experience Testing
• Operation
• Integration
34. «A country’s ability to improve
its standard of living over time
depends almost entirely on its ability
to raise its output per worker.»
Paul Krugman
36. Companies face countless service requests
on a daily basis
> 1.000.000
Text service requests in 2016
> 13.000.000
Voice service requests in 2016
When does my
cell phone
contract expire?
I had a defect router
delivered to me.
Can you help me, please?
How do I receive
the newest
SAP update?
I have a software
problem. Can you
call me back?
37. Customer Service Is Increasingly Personal
own language own context fits the brand
38. 30%of Internet searches will happen
without a screen by 2020
The Number of Interactions between Companies and
Customers Is Exploding
Especially Speech Interactions with Machines
Huge Challenge for
Customer Service
39. Customer
Agents
I have a
problem with…
Thanks!
I would love to help you!
1 Suggested Solution A
2 Suggested Solution B
Messaging
Social
Call
Mail / Fax
E-Mail
Personal
Assistant
AI for Customer Service
40. Hotlines – 0800 800 800
1.10 CHF
50%
of all contacts 13 M
calls per year
7 min
average
handling time
cost per minute
41. Search Best Solution
for Agents
Best Solution
for Customers
Virtual
Assistant
The Way to your Digital Assistant
Journey:fromanIntelligentSearchtoaCutting-edgeAIBot