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Image: Laura Wolter
C O N V E R S A T I O N A L A I D E M Y S T I F I E D
A M S T E R D A M , A P R I L 2 0 1 9
S A S C H A W O L T E R | @ S A S C H A W O L T E R
B U I L D Y O U R B O T W I T H A L M O S T N O C O D E
L E C T U R E
Source: Siematic, Discovery Channel, BSH, Microsoft, ZDF
& INNOVATION
P R A C T I C E A N D E X C H A N G E
T O F I N D N E W O P P O R T U N I T I E S .
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
TO ENABLE ALL DEVICES AND APPLICATIONS TO INTELLIGENTLY
COMMUNICATE WITH THEIR USERS VIA NATURALLY
SPOKEN OR WRITTEN DIALOGUE
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
focusCONVERSATIONAL
AUGMENTED
INTELLIGENCE
THAT CAN BE PROVIDED ON SEVERAL
COMMUNICATION CHANNELS
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
cognigy.aiOMNICHANNEL &
MULTIMODAL
COGNIGY IS CHANNEL AGNOSTIC AND
SUPPORTS CROSS-CHANNEL SCENARIOS
COMBINE MEDIA BEYOND TEXT AND VOICE
TO ENRICH THE CONVERSATION
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
focusCONVERSATIONAL
EXPERIENCE
WHAT RESEARCHERS SAY
AND WHY INVESTORS BET ON BOTS!
CONVERSATIONAL
EXPERIENCE
VOICE USER
INTERFACE (VUI)
69% of the millennials feel good
about […] when they solve a problem
without talking to customer service.
Every fourth German wants to use
Chatbots.
Active Users: 1 billion WhatsApp,
800 million Facebook Messenger…
50 % doubt the reliability.
63% like to use Voice to
control their home.
65% of Smartphone Users
have used Voice Assistants.
63 % don’t like to talk to/with
machines.
https://www.quora.com/Why-are-people-saying-Bots-are-the-new-apps
https://www.bitkom.org/Presse/Presseinformation/Jeder-Vierte-will-Chatbots-nutzen.html
http://www.fittkaumaass.de/news/chatbots-von-jedem-zweiten-online-kaeufer-abgelehnt
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
focusBY 2021, MORE THAN 50% OF ENTERPRISES
WILL SPEND MORE PER ANNUM ON BOTS AND CHATBOT CREATION
THAN TRADITIONAL MOBILE APP DEVELOPMENT.
IS IT REALLY ONE OR THE OTHER?
https://www.gartner.com/smarterwithgartner/gartner-top-strategic-predictions-for-2018-and-beyond/
Image: https://commons.wikimedia.org/wiki/File:Broken_mobile_phone_20180403.jpg
Source: Subservient Chicken (http://web.archive.org/web/20110426194400/http://www.bk.com/en/us/campaigns/subservient-chicken.html)
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
Turn-taking
Without effective signals we might talk over
each other, or our conversations can get out
of sync.
Context
Dialog Model and Semantic Memory.
Threading
Threading helps to keep context and to
evolve conversation.
Image: Herbert Paul Grice (March 13, 1913 – August 28, 1988) , https://plato.stanford.edu/entries/grice/
the cooperative principle
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
COLLAPSE YOUR MENUS (GRAPH),
MAKE (ALL) OPTIONS TOP-LEVEL (FRAME)
Image: https://www.ravensburger.de/produkte/spiele/familienspiele/das-verrueckte-labyrinth-26446/index.html
Source: https://youtu.be/WTpldq3myV0
EASIER FASTER
MORE
NATURAL
choose conversation?ONLY WHEN IT IS…
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
Image: Hasbro Twister, Icaros, www.spielmacher.de/Event/Icaros-Flight, Interactive Wall (Sascha Wolter 2017)
Voice UIs allow us to remain fully
human in our interactions and
overcomes permanent, temporary,
and situational exclusion.
inclusionREMAIN FULLY
HUMAN
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
Image: Hasbro Twister, Icaros, www.spielmacher.de/Event/Icaros-Flight, Interactive Wall (Sascha Wolter 2017)
Voice UIs allow us to remain fully
human in our interactions and
overcomes permanent, temporary,
and situational exclusion.
inclusionREMAIN FULLY
HUMAN
FIND MOMENTS (I.E. ROUTINE TASKS)
FOR CONVERSATIONAL AI
Source: https://www.thinkwithgoogle.com/micromoments-guide
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
CONVERSATIONAL TASKS
An intent-rich moment, when a person turns to a device to act on a need.
Source: https://thinkwithgoogle.com/micromoments-guide/
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
DEMAND, BENEFIT, AND COMFORT
Sleep
Breakfast
Lunch
Dinner
Sleep
💬 Traffic
💬
💬
💬 Music
💬 Weather
🕛 🕒 🕕 🕘 🕛 🕒 🕕 🕘 🕛
Story: Laura Wolter 2017
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
VALUE-ADDED CHAIN
Inspiration
Selection
Preliminary Decision
Financing
Purchasing
Pre-Delivery
Delivery
Sharing
Loaylity
💬
💬
💬 💬
💬
💬
💬 I keep you updated.
💬
💬 I’m your product Expert.
Source: Star Trek IV (20th Century Fox), 1986
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
STILL IN THE EARLY DAYS
Source: https://en.wikipedia.org/wiki/Day_1_(building)
© 2018 COGNIGY GMBH ALL RIGHTS RESERVED
lifecycleLEARN & MAINTAIN
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
Source: Hatsune Miku - World is mine– 2011, https://youtu.be/YSyWtESoeOc
MATTERS
2 0 0 3 - V O C A L O I D
S P E E C H P R O C E S S I N G I S
G E T T I N G N A T U R A L
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
Source: The Middleton Family at the New York World's Fair, Public Domain
ELEKTRO
ACCURACY CONTINUES TO IMPROVE
Source: Google (5/17), Data as of 5/11/17 and refers to recognition for English language. Word error rate is
evaluated using real world search data which is extremely divers and more error prone than typical dialogue.
2013
2017
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
ACCURACY CONTINUES TO IMPROVE
Source: Google (5/17), Data as of 5/11/17 and refers to recognition for English language. Word error rate is
evaluated using real world search data which is extremely divers and more error prone than typical dialogue.
2013
2017
IT'S ABOUT INTENTIONS
RATHER THAN TRANSCRIPTION
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
The stuffy nose can lead to problems.
The stuff he knows can lead to problems.
“Mine is a long and sad tale!” said the Mouse.
“It is a long tail, certainly.” said Alice
looking at the Mouse’s tail.
Baseball bat.
Kind of racket | Flying mammal | A bet
They are cooking apples.
They are cooking apples.
BEWARE OF HOMONYMS
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
ANY SUFFICIENTLY ADVANCED TECHNOLOGY
IS INDISTINGUISHABLE FROM MAGIC.
Source: Clarke's Third Law, Profiles of the Future (revised edition, 1973, Page 36), Image: 2001: A Space Odyssey
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
USER ID PROFILES
D E V I C E SM E S S E N G E R
CONVERSATION
ANALYTICS
NLP & NLU
V O I C E A S S I S T A N T S
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
Alexa, ask Coffee Master for an espresso
wake word launch invocation name utterance keyphrase
Alexa, frage Kaffee Meister how to make a café solo
wake word launch invocation name utterance keyphrase
intent keyphrase
AskForCoffeeIntent coffee_type
rule intent keyphrase
AskForCoffeeRuleIntent coffee_type
UTTERANCES & INTENTS, RULES, PHRASES
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
Video: Professional skiing stunt from my 9 year old boy
NO PAIN NO GAIN
© 2019 COGNIGY GMBH ALL RIGHTS RESERVED© 2019 COGNIGY GMBH ALL RIGHTS RESERVED
THIRD PARTY INTEGRATIONS
COGNIGY INTEGRATION FRAMEWORK
CONVERSATION LOGIC
COGNIGY CONVERSATION EDITOR
NLP/ NLU
COGNIGY NLP
CHANNEL CONNECTORS
COGNIGY ENDPOINTS
CONVERSATION CONTEXT
COGNIGY CONTEXT TRACKING
USER PROFILES
COGNIGY CONTACT PROFILES
AGENT HANDOVER
COGNIGY LIVE CHAT
cognigy.aiCONVERSATIONAL
AI PLATFORM
STACK
COGNIGY ANALYTICS
CONVERSATION ANALYTICS
Image: Laura Wolter
C O N V E R S A T I O N A L A I D E M Y S T I F I E D
A M S T E R D A M , A P R I L 2 0 1 9
S A S C H A W O L T E R | @ S A S C H A W O L T E R | S . W O L T E R @ C O G N I G Y . C O M
B U I L D Y O U R B O T W I T H A L M O S T N O C O D E
L E C T U R E
bit.ly/cai-demystified

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Sascha Wolter - Conversational AI Demystified - Codemotion Amsterdam 2019

  • 1. Image: Laura Wolter C O N V E R S A T I O N A L A I D E M Y S T I F I E D A M S T E R D A M , A P R I L 2 0 1 9 S A S C H A W O L T E R | @ S A S C H A W O L T E R B U I L D Y O U R B O T W I T H A L M O S T N O C O D E L E C T U R E
  • 2. Source: Siematic, Discovery Channel, BSH, Microsoft, ZDF & INNOVATION P R A C T I C E A N D E X C H A N G E T O F I N D N E W O P P O R T U N I T I E S .
  • 3. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED TO ENABLE ALL DEVICES AND APPLICATIONS TO INTELLIGENTLY COMMUNICATE WITH THEIR USERS VIA NATURALLY SPOKEN OR WRITTEN DIALOGUE
  • 4. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED
  • 5. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED focusCONVERSATIONAL AUGMENTED INTELLIGENCE THAT CAN BE PROVIDED ON SEVERAL COMMUNICATION CHANNELS
  • 6. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED© 2019 COGNIGY GMBH ALL RIGHTS RESERVED cognigy.aiOMNICHANNEL & MULTIMODAL COGNIGY IS CHANNEL AGNOSTIC AND SUPPORTS CROSS-CHANNEL SCENARIOS COMBINE MEDIA BEYOND TEXT AND VOICE TO ENRICH THE CONVERSATION
  • 7. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED
  • 8. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED focusCONVERSATIONAL EXPERIENCE WHAT RESEARCHERS SAY AND WHY INVESTORS BET ON BOTS! CONVERSATIONAL EXPERIENCE VOICE USER INTERFACE (VUI) 69% of the millennials feel good about […] when they solve a problem without talking to customer service. Every fourth German wants to use Chatbots. Active Users: 1 billion WhatsApp, 800 million Facebook Messenger… 50 % doubt the reliability. 63% like to use Voice to control their home. 65% of Smartphone Users have used Voice Assistants. 63 % don’t like to talk to/with machines. https://www.quora.com/Why-are-people-saying-Bots-are-the-new-apps https://www.bitkom.org/Presse/Presseinformation/Jeder-Vierte-will-Chatbots-nutzen.html http://www.fittkaumaass.de/news/chatbots-von-jedem-zweiten-online-kaeufer-abgelehnt
  • 9. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED focusBY 2021, MORE THAN 50% OF ENTERPRISES WILL SPEND MORE PER ANNUM ON BOTS AND CHATBOT CREATION THAN TRADITIONAL MOBILE APP DEVELOPMENT. IS IT REALLY ONE OR THE OTHER? https://www.gartner.com/smarterwithgartner/gartner-top-strategic-predictions-for-2018-and-beyond/ Image: https://commons.wikimedia.org/wiki/File:Broken_mobile_phone_20180403.jpg
  • 10. Source: Subservient Chicken (http://web.archive.org/web/20110426194400/http://www.bk.com/en/us/campaigns/subservient-chicken.html)
  • 11. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED Turn-taking Without effective signals we might talk over each other, or our conversations can get out of sync. Context Dialog Model and Semantic Memory. Threading Threading helps to keep context and to evolve conversation. Image: Herbert Paul Grice (March 13, 1913 – August 28, 1988) , https://plato.stanford.edu/entries/grice/ the cooperative principle
  • 12. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED COLLAPSE YOUR MENUS (GRAPH), MAKE (ALL) OPTIONS TOP-LEVEL (FRAME) Image: https://www.ravensburger.de/produkte/spiele/familienspiele/das-verrueckte-labyrinth-26446/index.html
  • 14. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED Image: Hasbro Twister, Icaros, www.spielmacher.de/Event/Icaros-Flight, Interactive Wall (Sascha Wolter 2017) Voice UIs allow us to remain fully human in our interactions and overcomes permanent, temporary, and situational exclusion. inclusionREMAIN FULLY HUMAN
  • 15. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED Image: Hasbro Twister, Icaros, www.spielmacher.de/Event/Icaros-Flight, Interactive Wall (Sascha Wolter 2017) Voice UIs allow us to remain fully human in our interactions and overcomes permanent, temporary, and situational exclusion. inclusionREMAIN FULLY HUMAN FIND MOMENTS (I.E. ROUTINE TASKS) FOR CONVERSATIONAL AI Source: https://www.thinkwithgoogle.com/micromoments-guide
  • 16. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED CONVERSATIONAL TASKS An intent-rich moment, when a person turns to a device to act on a need. Source: https://thinkwithgoogle.com/micromoments-guide/
  • 17. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED DEMAND, BENEFIT, AND COMFORT Sleep Breakfast Lunch Dinner Sleep 💬 Traffic 💬 💬 💬 Music 💬 Weather 🕛 🕒 🕕 🕘 🕛 🕒 🕕 🕘 🕛 Story: Laura Wolter 2017
  • 18. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED VALUE-ADDED CHAIN Inspiration Selection Preliminary Decision Financing Purchasing Pre-Delivery Delivery Sharing Loaylity 💬 💬 💬 💬 💬 💬 💬 I keep you updated. 💬 💬 I’m your product Expert.
  • 19. Source: Star Trek IV (20th Century Fox), 1986
  • 20. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED STILL IN THE EARLY DAYS Source: https://en.wikipedia.org/wiki/Day_1_(building)
  • 21. © 2018 COGNIGY GMBH ALL RIGHTS RESERVED lifecycleLEARN & MAINTAIN
  • 22. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED Source: Hatsune Miku - World is mine– 2011, https://youtu.be/YSyWtESoeOc MATTERS 2 0 0 3 - V O C A L O I D S P E E C H P R O C E S S I N G I S G E T T I N G N A T U R A L
  • 23. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED Source: The Middleton Family at the New York World's Fair, Public Domain ELEKTRO
  • 24. ACCURACY CONTINUES TO IMPROVE Source: Google (5/17), Data as of 5/11/17 and refers to recognition for English language. Word error rate is evaluated using real world search data which is extremely divers and more error prone than typical dialogue. 2013 2017
  • 25. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED ACCURACY CONTINUES TO IMPROVE Source: Google (5/17), Data as of 5/11/17 and refers to recognition for English language. Word error rate is evaluated using real world search data which is extremely divers and more error prone than typical dialogue. 2013 2017 IT'S ABOUT INTENTIONS RATHER THAN TRANSCRIPTION
  • 26. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED The stuffy nose can lead to problems. The stuff he knows can lead to problems. “Mine is a long and sad tale!” said the Mouse. “It is a long tail, certainly.” said Alice looking at the Mouse’s tail. Baseball bat. Kind of racket | Flying mammal | A bet They are cooking apples. They are cooking apples. BEWARE OF HOMONYMS
  • 27. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED ANY SUFFICIENTLY ADVANCED TECHNOLOGY IS INDISTINGUISHABLE FROM MAGIC. Source: Clarke's Third Law, Profiles of the Future (revised edition, 1973, Page 36), Image: 2001: A Space Odyssey
  • 28. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED USER ID PROFILES D E V I C E SM E S S E N G E R CONVERSATION ANALYTICS NLP & NLU V O I C E A S S I S T A N T S
  • 29. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED Alexa, ask Coffee Master for an espresso wake word launch invocation name utterance keyphrase Alexa, frage Kaffee Meister how to make a café solo wake word launch invocation name utterance keyphrase intent keyphrase AskForCoffeeIntent coffee_type rule intent keyphrase AskForCoffeeRuleIntent coffee_type UTTERANCES & INTENTS, RULES, PHRASES
  • 30. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED Video: Professional skiing stunt from my 9 year old boy NO PAIN NO GAIN
  • 31. © 2019 COGNIGY GMBH ALL RIGHTS RESERVED© 2019 COGNIGY GMBH ALL RIGHTS RESERVED THIRD PARTY INTEGRATIONS COGNIGY INTEGRATION FRAMEWORK CONVERSATION LOGIC COGNIGY CONVERSATION EDITOR NLP/ NLU COGNIGY NLP CHANNEL CONNECTORS COGNIGY ENDPOINTS CONVERSATION CONTEXT COGNIGY CONTEXT TRACKING USER PROFILES COGNIGY CONTACT PROFILES AGENT HANDOVER COGNIGY LIVE CHAT cognigy.aiCONVERSATIONAL AI PLATFORM STACK COGNIGY ANALYTICS CONVERSATION ANALYTICS
  • 32. Image: Laura Wolter C O N V E R S A T I O N A L A I D E M Y S T I F I E D A M S T E R D A M , A P R I L 2 0 1 9 S A S C H A W O L T E R | @ S A S C H A W O L T E R | S . W O L T E R @ C O G N I G Y . C O M B U I L D Y O U R B O T W I T H A L M O S T N O C O D E L E C T U R E bit.ly/cai-demystified