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91%
of business leaders see Digital Transformation as a
way of sparking innovation and finding efficiencies
68%
say Digital Transformation is increasing profits
85%
say they must offer digital services or
become irrelevant
64%
say they have less than 4 years to
complete a Digital Transformation
or they may go out of business
transformationDigital
Sources for statistics in speaker notes
Applications and Data have shifted to the cloud
Past
Long application cycles
Monolithic apps
Servers and VMs
Less data – structured data
Desktop
Distinct infrastructure and operations teams
Today
AI driven rapid innovation
Loosely-coupled apps, IOT, Bots, microservices, and containers
Serverless, Massively Parallel Processing (MPP)
Big Data – Unstructured, semi-structured and structured
Mobile
Service-focused DevOps teams
CaaS
Container Platform
On-Premises
Infrastructure Platform
PaaS
Application Platform
FaaS
Serverless Platform
IaaS
Infrastructure Platform
Estonia Uses Cloud to Reinforce
Critical E-government Functions
Did you know?
- Estonia is probably the only country in
the world where 99% of the public
services are available online 24/7.
- More digital signatures have been
used in Estonia than in the rest of the
European Union altogether?
- Estonia uses blockchain technology to
ensure healthcare data security?
- You can establish a company in
Estonia just in 3 hours?
- Twice as many students pursue IT
careers than on avg in OECD countries?
Constellation of unprecedented forces
Machines showing capabilities that are
typically associated with human intelligence
Wikipedia
Perception
Interpret meaning of data
including text, voice, images
Cognition
Form conclusions
with imperfect data
Learning
Learn over time without
direct intervention
1PWC, 2017
3Ignite, 2016
of executives across the
globe expect AI to have a
positive impact on growth290%
Satya Nadella
We want to pursue
democratizing AI
just like we pursued
information at your
fingertips.3
potential contribution to
the global economy by
2030 from AI1$15.7T
boost in global GDP as a
result of AI by 2030114%UP
TO
2Economist Intelligence Unit, 2018
1 Source: Gartner, 2019.
2 Source: Gartner, 2019.
3 Source: Gartner, 2018.
91%
of Enterprises will be
using AI in 3 years1
37%
Have started or are
planning to start their AI
initiatives in the near
term2
Base: Answered Artificial Intelligence (AI) section; n = 890
Q43. What are the top three challenges to the adoption of AI within your organization?
ID: 355907 3
Value measurement 24%
Understanding what AI is 20%
Security/Privacy 37%
Risk/Liabilities 32%
79% Fear of the unknown
Strategy
definition 30%
Finding
Funding 24%
Finding use
cases 30%
63% Finding their starting point
Confusion over vendor offerings 20%Integration complexity 33%
48% Vendor strategy
Governance issues 20% Lack of staff skills 23%
40% Enterprise maturity
What’s holding organizations back when it comes to AI?
Microsoft AI
Instead of looking in the rearview mirror, with analytics people are
now able to predict the future. It’s really completely changed the
culture of our company”
JANE MORAN
CIO, Unilever
Transform
products
customers
Empower
employees
Optimize
operations
➢ Digitally rewiring supply
chain
➢ Artificial intelligence
planning
➢ Capitalizing on robotics
➢ Digitally connected
factories
➢ 8 digital twins across
Americas, Europe and Asia
➢ Streaming data from 15 of
its 300 plants, with plans
to connect 100 in 2020
Happiness
Meaningful
Innovation
Empowering
People
Responsible AI
“We are not pursuing AI to beat humans at games. We are pursuing AI so that we can empower every person and every
institution that people build with tools of AI, so that they can go on to solve the most pressing problems of our society and
our economy.” – Satya Nadella
MSR Beijing
MSR Cambridge
MSR Redmond MSR Montreal
MSR New EnglandMSR New York
Microsoft Research
Turning ideas into reality for 27 years
MSR India
MSR Shanghai
MSR Labs Researchers WW Patents PapersFields
MSR Beijing
MSR Cambridge
MSR Redmond MSR Montreal
MSR New EnglandMSR New York
Fueled by breakthrough research
96% on RESNET
vision test
94.9% on
Switchboard test
89.4% on Stanford
CoQA test
69.9% with MT
Research system
39.5 Teraflops with
Intel Stratix 10
MSR India
MSR Shanghai
Machine translation
human parity
Object detection
human parity
Switchboar
d
Switchbo
ard
cellular
Meeting
speech
IBM
Switchboard
Broadcast
speech
Speech recognition
human parity
Conversational Q&A
human parity
First FPGA deployed
in a datacenter
35
Million
Bot Service
messages every day
.
Billions
of pages
indexed with
Bing machine
reading
1.3M
Developers
Using Azure
Cognitive Services
60
languages
supported by
PowerPoint
Translator
660M
users
using social
bot Xiaoice
155+
Million
Office 365 users
Speech
RecognitionVision TranslationReading
Speech
Synthesis
Language
Understanding
The most comprehensive pre-trained AI
Language
Vision
Speech
Decision
Web search
Bing Spell Check
Custom
Vision
Personalizer
Form Recognizer
Neural Text-to-Speech
Anomaly Detector
Content
Moderator
Content Moderator
Custom speech
Speech transcription
Text-to-Speech
Conversation
transcription capability
Face
Video
Indexer
Ink Recognizer
Computer
Vision Language
Understanding
QnA Maker
Text Analytics
Translator Text
Bing Web
Search
Bing Custom
Search
Bing
Video Search
Bing Image Search
Bing
Local Business
Search
Bing Visual Search
Bing Entity Search
Bing News
Search
Bing Autosuggest
Immersive Reader
Bring AI to every application
Build the next generation of smart
applications
Chatbot
Content creation
Predictive analytics
Recommendation engine
“Just like their relationship with
a barista, customers receive the
same care and personalized
recommendations when it
comes from our digital
platforms.”
Jon Francis, SVP Analytics and Market
Research
Bring AI to every process
Enable predictive
maintenance and minimize
production disruptions
Make relevant offers and
spot hidden risks
Forecast demand and
increase personalization
Identify infrastructure
maintenance needs
Individualize treatment
plans, improve early risk
assessment
Financial
Services
Retail Healthcare Manufacturing Government Education
Increase student
collaboration and
administrative efficiency
© Microsoft Corporation
General University Hospital in Prague (project Inner Eye)
Customer stories: Artificial Intelligence
Record-breaking
performance with
cloud-powered AI
Logistics:
Uklon, Ukraine
AI gives internet taxi startup
real competitive edge
• 18% more taxi bookings
• Reduces driver wait time by
15h a month
• Increased Net Promoter
Score Index
• More accurate real-time feed
of performance metrics
Case study (ENG) | Case study (UKR) | Assets
HR Services:
Grupa Pracuj, Poland
“Use of analytics and Machine Learning has directly boosted average
successful taxi bookings by 18% at peak times.” Daniel Vakhovskyi:
Chief Marketing Officer, Uklon
Customer stories: Artificial Intelligence
Case Study (ENG) | Case Study (RUS) | Assets
Retail: Sarafan
Technology, Russia
AI-powered fashion and
beauty recommendation
tool delights
• 8x faster image/video
processing
• Fast scaling and high-
speed server requests
• Capacity to test new
features at scale in Azure
test environment
$7 billion
Market value from
a start-up
to global ISV
($1B funding)
500%
Year-on-year
revenue growth
2,500+
Employees
worldwide
3,700+
Customers
worldwide
400,000
Developer
community
Happiness
Responsible AI
„ Ultimately the
question is not only
what computers can
do.
It’s what computers
should do.” *
* The Future Computed book
For customers
For business partners
Contoso
Imagine a seemingly
innocent project…ping
Center
Some examples of
potential concerns
End user
Partner
AI for GoodResponsible AI
Our
approach
In partnership with
Visitors250K
Countries182
Engagement670%
Avg Rating4.8/5.0
http://aka.ms/aibs
Thanks for joining us at
Datageeks and Women
in Big Data Meetup
Our AI raccoon has prepared some
content for you that you will hopefully
like.
https://aka.ms/AA71j79
Digital Transformation with the Power of Cloud Computing and AI by Olga Roj
Digital Transformation with the Power of Cloud Computing and AI by Olga Roj

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Digital Transformation with the Power of Cloud Computing and AI by Olga Roj

  • 1.
  • 2. 91% of business leaders see Digital Transformation as a way of sparking innovation and finding efficiencies 68% say Digital Transformation is increasing profits 85% say they must offer digital services or become irrelevant 64% say they have less than 4 years to complete a Digital Transformation or they may go out of business transformationDigital Sources for statistics in speaker notes
  • 3. Applications and Data have shifted to the cloud Past Long application cycles Monolithic apps Servers and VMs Less data – structured data Desktop Distinct infrastructure and operations teams Today AI driven rapid innovation Loosely-coupled apps, IOT, Bots, microservices, and containers Serverless, Massively Parallel Processing (MPP) Big Data – Unstructured, semi-structured and structured Mobile Service-focused DevOps teams CaaS Container Platform On-Premises Infrastructure Platform PaaS Application Platform FaaS Serverless Platform IaaS Infrastructure Platform
  • 4.
  • 5. Estonia Uses Cloud to Reinforce Critical E-government Functions Did you know? - Estonia is probably the only country in the world where 99% of the public services are available online 24/7. - More digital signatures have been used in Estonia than in the rest of the European Union altogether? - Estonia uses blockchain technology to ensure healthcare data security? - You can establish a company in Estonia just in 3 hours? - Twice as many students pursue IT careers than on avg in OECD countries?
  • 7. Machines showing capabilities that are typically associated with human intelligence Wikipedia Perception Interpret meaning of data including text, voice, images Cognition Form conclusions with imperfect data Learning Learn over time without direct intervention
  • 8. 1PWC, 2017 3Ignite, 2016 of executives across the globe expect AI to have a positive impact on growth290% Satya Nadella We want to pursue democratizing AI just like we pursued information at your fingertips.3 potential contribution to the global economy by 2030 from AI1$15.7T boost in global GDP as a result of AI by 2030114%UP TO 2Economist Intelligence Unit, 2018
  • 9. 1 Source: Gartner, 2019. 2 Source: Gartner, 2019. 3 Source: Gartner, 2018. 91% of Enterprises will be using AI in 3 years1 37% Have started or are planning to start their AI initiatives in the near term2 Base: Answered Artificial Intelligence (AI) section; n = 890 Q43. What are the top three challenges to the adoption of AI within your organization? ID: 355907 3 Value measurement 24% Understanding what AI is 20% Security/Privacy 37% Risk/Liabilities 32% 79% Fear of the unknown Strategy definition 30% Finding Funding 24% Finding use cases 30% 63% Finding their starting point Confusion over vendor offerings 20%Integration complexity 33% 48% Vendor strategy Governance issues 20% Lack of staff skills 23% 40% Enterprise maturity What’s holding organizations back when it comes to AI?
  • 11.
  • 12. Instead of looking in the rearview mirror, with analytics people are now able to predict the future. It’s really completely changed the culture of our company” JANE MORAN CIO, Unilever Transform products customers Empower employees Optimize operations ➢ Digitally rewiring supply chain ➢ Artificial intelligence planning ➢ Capitalizing on robotics ➢ Digitally connected factories ➢ 8 digital twins across Americas, Europe and Asia ➢ Streaming data from 15 of its 300 plants, with plans to connect 100 in 2020
  • 13. Happiness Meaningful Innovation Empowering People Responsible AI “We are not pursuing AI to beat humans at games. We are pursuing AI so that we can empower every person and every institution that people build with tools of AI, so that they can go on to solve the most pressing problems of our society and our economy.” – Satya Nadella
  • 14. MSR Beijing MSR Cambridge MSR Redmond MSR Montreal MSR New EnglandMSR New York Microsoft Research Turning ideas into reality for 27 years MSR India MSR Shanghai MSR Labs Researchers WW Patents PapersFields
  • 15. MSR Beijing MSR Cambridge MSR Redmond MSR Montreal MSR New EnglandMSR New York Fueled by breakthrough research 96% on RESNET vision test 94.9% on Switchboard test 89.4% on Stanford CoQA test 69.9% with MT Research system 39.5 Teraflops with Intel Stratix 10 MSR India MSR Shanghai Machine translation human parity Object detection human parity Switchboar d Switchbo ard cellular Meeting speech IBM Switchboard Broadcast speech Speech recognition human parity Conversational Q&A human parity First FPGA deployed in a datacenter
  • 16. 35 Million Bot Service messages every day . Billions of pages indexed with Bing machine reading 1.3M Developers Using Azure Cognitive Services 60 languages supported by PowerPoint Translator 660M users using social bot Xiaoice 155+ Million Office 365 users Speech RecognitionVision TranslationReading Speech Synthesis Language Understanding
  • 17. The most comprehensive pre-trained AI Language Vision Speech Decision Web search Bing Spell Check Custom Vision Personalizer Form Recognizer Neural Text-to-Speech Anomaly Detector Content Moderator Content Moderator Custom speech Speech transcription Text-to-Speech Conversation transcription capability Face Video Indexer Ink Recognizer Computer Vision Language Understanding QnA Maker Text Analytics Translator Text Bing Web Search Bing Custom Search Bing Video Search Bing Image Search Bing Local Business Search Bing Visual Search Bing Entity Search Bing News Search Bing Autosuggest Immersive Reader
  • 18. Bring AI to every application Build the next generation of smart applications Chatbot Content creation Predictive analytics Recommendation engine
  • 19. “Just like their relationship with a barista, customers receive the same care and personalized recommendations when it comes from our digital platforms.” Jon Francis, SVP Analytics and Market Research
  • 20.
  • 21. Bring AI to every process Enable predictive maintenance and minimize production disruptions Make relevant offers and spot hidden risks Forecast demand and increase personalization Identify infrastructure maintenance needs Individualize treatment plans, improve early risk assessment Financial Services Retail Healthcare Manufacturing Government Education Increase student collaboration and administrative efficiency
  • 22. © Microsoft Corporation General University Hospital in Prague (project Inner Eye)
  • 23. Customer stories: Artificial Intelligence Record-breaking performance with cloud-powered AI Logistics: Uklon, Ukraine AI gives internet taxi startup real competitive edge • 18% more taxi bookings • Reduces driver wait time by 15h a month • Increased Net Promoter Score Index • More accurate real-time feed of performance metrics Case study (ENG) | Case study (UKR) | Assets HR Services: Grupa Pracuj, Poland “Use of analytics and Machine Learning has directly boosted average successful taxi bookings by 18% at peak times.” Daniel Vakhovskyi: Chief Marketing Officer, Uklon
  • 24. Customer stories: Artificial Intelligence Case Study (ENG) | Case Study (RUS) | Assets Retail: Sarafan Technology, Russia AI-powered fashion and beauty recommendation tool delights • 8x faster image/video processing • Fast scaling and high- speed server requests • Capacity to test new features at scale in Azure test environment
  • 25. $7 billion Market value from a start-up to global ISV ($1B funding) 500% Year-on-year revenue growth 2,500+ Employees worldwide 3,700+ Customers worldwide 400,000 Developer community
  • 27. „ Ultimately the question is not only what computers can do. It’s what computers should do.” * * The Future Computed book
  • 28. For customers For business partners Contoso Imagine a seemingly innocent project…ping Center
  • 29. Some examples of potential concerns End user Partner
  • 30. AI for GoodResponsible AI Our approach
  • 32. Thanks for joining us at Datageeks and Women in Big Data Meetup Our AI raccoon has prepared some content for you that you will hopefully like. https://aka.ms/AA71j79