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AI FOR PUBLIC SERVICES
C ro n o s L e u v e n O p e n b a [ a ] r 2 5 t h o f O c t o b e r 2 0 1 8
ABOUT US
Your strategic partner for applied artificial intelligence
Development of Conversational
Interfaces
F r o m s i m p l e i n f o r m a t i o n a l c h a t - o r v o i c e b o t s t o m o re
a d v a n c e d b o t p l a t f o r m s r e q u i r i n g N a t u ra l L a n g u a g e
P r o c e s s i n g a n d i n t e g ra t i o n w i t h R o b o t i c P r o c e s s
A u t o m a t i o n f r a m ew o r k s .
Humanoïd Robotics
D e v e l o p m e n t o f s i m p l e g a m e s a n d i n f o r m a t i o n a l
a p p l i c a t i o n s o n h u m a n o ï d r o b o t s . A d v a n c e d r e s e a rc h
p ro j e c t s e x a m i n i n g t h e u s e o f h u m a n o ï d r o b o t s i n
e d u c a t i o n , t r a i n i n g , m e d i c a l s e c t o r , c i t y s e r v i c e s ,
s e c u r i t y, . . .
Advanced Analytics Training
B a s i c t r a i n i n g s i n M a c h i n e L e a r n i n g a n d A d v a n c e d
A n a l y t i c s , s o c u s t o m e r s c a n s t a r t b u i l d i n g t h e i r o w n
c o m p e t e n c e s i n t h e f i e l d o f A I .
Data Science & Machine
Learning
F r o m d a t a e x p l o ra t i o n t o p re d i c t i v e a l g o r i t h m s , r e a l - t i m e
a n a l y t i c s a n d d e e p l e a r n i n g . W e c a n u s e p re - b u i l t
m o d e l s a n d e x i s t i n g t o o l s ( A z u re M a c h i n e L e a r n i n g ) o r
d e v e l o p o u r o w n c o d e i n R a n d P y t h o n
w w w. a r i n t i . a i
INFORMATION TECHNOLOGY AND
BUSINESS ARE BECOMING
INEXTRICABLY INTERWOVEN.
I DON’ T THINK ANYB ODY CAN TALK
MEANINGFULLY AB OUT ONE WITHOUT
TALKING ABOUT THE OTHER
- BILL GATES
B U S I N E S S D R I V E N : S E C TO R S O L U T I O N S A N D C R O S S - S E C TO R F E R T I L I Z AT I O N
STEWIE
T h e Steward f o r y o u r c i t y
Many different city’s Same information & ser vices
IDEA
Many different city’s Same information & ser vices
IDEA
ONE PRODUCT
X
A customizable smart city chatbot
WHAT?
A customizable smart city chatbot
WHAT?
Hi Stewie! How are you
Hi there! I am fine, thanks for
asking!
What can I do for you?
What’s a chatbot?
A chatbot is also called a ‘conversational
assistant’. It is a smart automated
service using chat interface.
Ok, hold on! Smart?!
Yes, exactly! I use AI to answer a bunch
of questions related to your favorite
city!
Wow, cool! But still kinda hard to
understand. Can you explain a bit
more?
CHATBOT
Language Analysis
Natural language processing (NLP)
• Recognize the intention of the user
• Analyze context and retrieve relevant details
Is the city hall open?
SMART BY USING AI
Language Analysis
Natural language processing (NLP)
• Recognize the intention of the user
• Analyse context and retrieve relevant details
Is the city hall open?Is the city hall open?
SMART BY USING AI
Language Analysis
Natural language processing (NLP)
• Recognize the intention of the user
• Analyse context and retrieve relevant details
Yes, the city hall is open at this moment.
Is the city hall open?Is the city hall open?Is the city hall open?
SMART BY USING AI
Language Analysis
Natural language processing (NLP )
Built-in Search Engine
Knowledge Database (KDB)
• Questions and answers (FAQ) can be modified
or added constantly to the database through a
management portal
SMART BY USING AI
SMART BY USING AI
Language Analysis
Natural language processing (NLP )
Built-in Search Engine
Knowledge Database (KDB)
Learning capabilities
During test phase chatbot will be (re-)trained by city-employees
SMART BY USING AI
SMART BY USING AI
Confidence level
Domain experts confirm
right/wrong answer
and re-train if necessary
A customizable smart city chatbot
WHAT?
Base color
Profile picture
Lay-out
Chat flow
Buttons
Welcoming
Personality
Name
Personal questions
Channels
CUSTOMIZABLE
Bertje, The digital assistant of Roeselare city!
SHOWCASE
SHOWCASE
Lay-out
BERTJE
Lay-out
Channels
BERTJE
Lay-out
Channels
Personality
Able to distinguish
personal questions
from city-related
Questions
Humour
Replying to insults
...
BERTJE
Lay-out
Channels
Personality
Chat flow
Welcoming message
Buttons
Sub-questions
Feedback Functionality
BERTJE
 Openbar 4 - Leuven - AI for Public Services - Stewie - Arinti
Artificial
• Bot Knowledge is not endless
• Expectations are high
 Expectation managment
Co-bots
• Take over standard tasks and
question (24/7)
 Colleagues can work more
efficient on important tasks
AI keeps evolving every day
• Voice bots
• More API integrations possible
Examples: Itsme, e-payment,
blockchain, ticketing systems, CRM,
RPA, ...
#MySmartCity
WE AUTO PILOT
YOUR CITY INTO
THE DAY AFTER TOMORROW
THANK
YOU
Wouter Baetens
+32 472 44 01 43
wouter.baetens@arinti.ai
Veldkant 33a, Kontich
www.arinti.ai

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Openbar 4 - Leuven - AI for Public Services - Stewie - Arinti

  • 1. AI FOR PUBLIC SERVICES C ro n o s L e u v e n O p e n b a [ a ] r 2 5 t h o f O c t o b e r 2 0 1 8
  • 2. ABOUT US Your strategic partner for applied artificial intelligence Development of Conversational Interfaces F r o m s i m p l e i n f o r m a t i o n a l c h a t - o r v o i c e b o t s t o m o re a d v a n c e d b o t p l a t f o r m s r e q u i r i n g N a t u ra l L a n g u a g e P r o c e s s i n g a n d i n t e g ra t i o n w i t h R o b o t i c P r o c e s s A u t o m a t i o n f r a m ew o r k s . Humanoïd Robotics D e v e l o p m e n t o f s i m p l e g a m e s a n d i n f o r m a t i o n a l a p p l i c a t i o n s o n h u m a n o ï d r o b o t s . A d v a n c e d r e s e a rc h p ro j e c t s e x a m i n i n g t h e u s e o f h u m a n o ï d r o b o t s i n e d u c a t i o n , t r a i n i n g , m e d i c a l s e c t o r , c i t y s e r v i c e s , s e c u r i t y, . . . Advanced Analytics Training B a s i c t r a i n i n g s i n M a c h i n e L e a r n i n g a n d A d v a n c e d A n a l y t i c s , s o c u s t o m e r s c a n s t a r t b u i l d i n g t h e i r o w n c o m p e t e n c e s i n t h e f i e l d o f A I . Data Science & Machine Learning F r o m d a t a e x p l o ra t i o n t o p re d i c t i v e a l g o r i t h m s , r e a l - t i m e a n a l y t i c s a n d d e e p l e a r n i n g . W e c a n u s e p re - b u i l t m o d e l s a n d e x i s t i n g t o o l s ( A z u re M a c h i n e L e a r n i n g ) o r d e v e l o p o u r o w n c o d e i n R a n d P y t h o n w w w. a r i n t i . a i
  • 3. INFORMATION TECHNOLOGY AND BUSINESS ARE BECOMING INEXTRICABLY INTERWOVEN. I DON’ T THINK ANYB ODY CAN TALK MEANINGFULLY AB OUT ONE WITHOUT TALKING ABOUT THE OTHER - BILL GATES B U S I N E S S D R I V E N : S E C TO R S O L U T I O N S A N D C R O S S - S E C TO R F E R T I L I Z AT I O N
  • 4. STEWIE T h e Steward f o r y o u r c i t y
  • 5. Many different city’s Same information & ser vices IDEA
  • 6. Many different city’s Same information & ser vices IDEA ONE PRODUCT X
  • 7. A customizable smart city chatbot WHAT?
  • 8. A customizable smart city chatbot WHAT?
  • 9. Hi Stewie! How are you Hi there! I am fine, thanks for asking! What can I do for you? What’s a chatbot? A chatbot is also called a ‘conversational assistant’. It is a smart automated service using chat interface. Ok, hold on! Smart?! Yes, exactly! I use AI to answer a bunch of questions related to your favorite city! Wow, cool! But still kinda hard to understand. Can you explain a bit more? CHATBOT
  • 10. Language Analysis Natural language processing (NLP) • Recognize the intention of the user • Analyze context and retrieve relevant details Is the city hall open? SMART BY USING AI
  • 11. Language Analysis Natural language processing (NLP) • Recognize the intention of the user • Analyse context and retrieve relevant details Is the city hall open?Is the city hall open? SMART BY USING AI
  • 12. Language Analysis Natural language processing (NLP) • Recognize the intention of the user • Analyse context and retrieve relevant details Yes, the city hall is open at this moment. Is the city hall open?Is the city hall open?Is the city hall open? SMART BY USING AI
  • 13. Language Analysis Natural language processing (NLP ) Built-in Search Engine Knowledge Database (KDB) • Questions and answers (FAQ) can be modified or added constantly to the database through a management portal SMART BY USING AI
  • 15. Language Analysis Natural language processing (NLP ) Built-in Search Engine Knowledge Database (KDB) Learning capabilities During test phase chatbot will be (re-)trained by city-employees SMART BY USING AI
  • 16. SMART BY USING AI Confidence level Domain experts confirm right/wrong answer and re-train if necessary
  • 17. A customizable smart city chatbot WHAT?
  • 18. Base color Profile picture Lay-out Chat flow Buttons Welcoming Personality Name Personal questions Channels CUSTOMIZABLE
  • 19. Bertje, The digital assistant of Roeselare city! SHOWCASE
  • 23. Lay-out Channels Personality Able to distinguish personal questions from city-related Questions Humour Replying to insults ... BERTJE
  • 26. Artificial • Bot Knowledge is not endless • Expectations are high  Expectation managment Co-bots • Take over standard tasks and question (24/7)  Colleagues can work more efficient on important tasks AI keeps evolving every day • Voice bots • More API integrations possible Examples: Itsme, e-payment, blockchain, ticketing systems, CRM, RPA, ...
  • 27. #MySmartCity WE AUTO PILOT YOUR CITY INTO THE DAY AFTER TOMORROW
  • 28. THANK YOU Wouter Baetens +32 472 44 01 43 [email protected] Veldkant 33a, Kontich www.arinti.ai