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(Chat)Bots
Excitement and
disillusion
September 11th 2020
© AskBrian GmbH 2020. Alle Rechte vorbehalten.
Training for students
‘By 2020, the average person will
have more conversations with bots
than with their spouse.’ (Gartner)
1
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 2
A
g
e
n
d
a
2.
Top 10
fails
1.
Excitement
4.
Bot
types
5.
Use
cases
3.
Basic
‘concepts’
6.
Consultant’s
role
Intro
INTRO WHAT WE WILL TALK ABOUT
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 3
Bot
Virtual assistant
Smart assistant
Chatbot
‘A computer program designed to
simulate conversation with human users,
especially over the internet.’
‘Chatbots often treat conversations like they're a game
of tennis: talk, reply, talk, reply.’
(Oxford Dictionary)
Smart bot
Talkbot
Interactive agent
Artificial
Conversation
Entity
RPA
NLP
NLG
ML
ELIZA
1966
Virtual agent
Digital agent
INTRO THE BOT ECOSYSTEM
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 4
KNOWLEDGE
PLATFORMS
ANALYTICS
MESSAGING PLATFORMS
BOT APPLICATION
BOT BUILDER
AI TOOLS
1.
Excitement SOME NUMBERS
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 5
80% of customer
interactions can be
resolved by well-designed
bots (Accenture)
$65B of potential
salary savings bots could
create (BI intelligence
based on McKinsey data)
60% of consumers
want easier access to self-
serve solutions for
customer service (Ovum)
50% of enterprises
will spend more on bots
than traditional mobile app
development by 2021
(Gartner)
BOT COMPETITORS
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 6
1.
Excitement
ADVANTAGES OF BOTS COMPARED TO…
Websites:
 Interactive
 Straight to point
 Fun
 User insights
Apps:
 No download
 No registration
 High conversions
 Chat hype
Humans:
 Cost
 Speed
 Consistency
 Availability
2.
Top 10 fails LEARNINGS
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 7
1.
Underestima-
ting the potential
2.
Unrealistic
expectations
Bot
4.
Bot isn’t bot
3.
Wrong use
case
5.
Wrong
platform
6.
Wrong channel
7.
Underestimating
% of ‘bot-virgins’
8.
‘Let the IT do it’
9.
‘Let the swarm
do it’
10.
Building the
perfect bot
3.
Basic
‘concepts’
BASIC STRUCTURE
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 8
Agent
INTEGRATIONS FULFILLMENT
THE BOT CORE
Providing
interaction channel
 Webpage
 FB Messenger
 Skype(4business)
 Email…
 1+1
 Indicator lookup
 API-calls
 Connecting any app…
Performing the
‘business logic’
Understanding
the user
EXAMPLES
TASK
3.
Basic
‘concepts’
BRIAN‘S ARCHITECTURE
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 9
3.
Basic
‘concepts’
AGENT BUILDING BLOCKS
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 10
Utterances  What the user types or says  ‘I need the overhead ratio for biotech’
 ‘Now for pharma companies’
Intents  What the user wants  Get indicator for industry
Entities  Items referred to in utterances and intents  Industry: Pharma
Contexts  Data captured in prior intents  Indicator: Overhead ratio
‘CONCEPT’ EXAMPLES
SIMPLIFIED DEFINITION
Brian insight
4.
Bot types MORPHOLOGY
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 11
GOOD BOTS
BAD BOTS
Crawlers
Impersonators
Informational bots
Scrapers
Entertainment bots
Spammers
Chatbots
Hackers
Transactional bots
‚INTELLIGENT‘ BOTS
‚STUPID‘ BOTS
CHATTING
TALKING
‚TELLING STUFF‘
‚DOING STUFF‘
BROAD BOTS
NARROW BOTS
Intelligent agents
• Google Assistant
Script bots
• BotFather
(telegram)
Smart bots
• Yodatai
Voice bots
• Alexa
Text bots
• Amy
Voice and text bots
• Cortana
Phone bots
• M&S bot
Q&A bots
• Yodatai
Chatty bots
• Mitsuku / Meena
E-commerce bots
• Lego bot
Me bots
• Katy Perry
Search bots
• WSJ bot
Work bots
• Amy
Virtual assistants
• Siri
Device bots
• Bosch MyBoiler
Generalists
• Google Assistant
Specialists
• DoNotPay
Multi-talents
• Neo
4.
Bot types THE „CHATTY“ BOT RACE
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 12
4.
Bot types EXKURS: BOTS VS. RPA
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 13
WHAT THEY BOTH HAVE IN COMMON Automation, imitating humans
CONNECTED SYSTEMS ‘THINK‘… … they interact with systems … they interact with humans
Humans Systems
‘PRETENDING’ TO BE HUMAN VIS-A-VIS
THEY ARE TYPICALLY… … rather ‘smart’ … rather ‘stupid’
DESIGNED TO… …interact … work
IN SPORTS, THEY WOULD BE … … master in tennis … master in 400m relay
CHAT(-BOTS) RPA(-BOTS)
IPA(BOTS)
5.
Use cases WHERE BOTS COME INTO PLAY
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 14
CONNECTING BUSINESSES
TO THEIR CUSTOMERS
CONTROLLING IOT
DEVICES
IMPROVING INTERNAL
PROCESSES
 Customer service
 E-Commerce
 Marketing
 Home entertainment
 Auto
 Organizational knowledge
 Surfacing data & insights
 Support functions: HR, Finance, Legal,…
Bookings or reservations
Forwarding to appropriate human
Quick (emergency) answers
Mailing list or service subscription
Buy basic items
Complaint resolution
Getting detailed answers
Paying a bill
24%
Getting inspiration
Expensive purchases
App consolidation
46%
40%
33%
19%
26%
24%
20%
16%
5%
4%
5.
Use cases TECHNICAL USE CASE TYPOLOGY
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 15
TYPE EXEMPLARY QUESTION
Simple Q&A bot What is RPA?
Random answer from list Tell me an interesting fact about bots
Conditional advice Do I need an SLA for internal service delivery?
Operations ‘How much is 1+1?’
Online service access What is the current exchange rate EUR to USD?
Look-up in a ‚detached‘ db What is the average ROCE in Online retail?
CRUD1) in real time db Change my password
Provide file Send me the WACC calculation model
Change file Translate my powerpoint presentation
1) Create, read, update and delete
PROVIDING ANSWERS
CONDUCTING
DATABASE OPERATIONS
PROVIDING AND
ALTERING FILES
6.
Consultant’s
role
WHAT ARE THE OPPORTUNITIES?
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 16
 Defining bot strategy / cornerstones
 Organizational set-up (CoE)
 Bringing in ‘domain’ know-how
 Use cases (discussions, workshops)
 Process & content management
 Platform selection
 Conversation design
 Conducting trainings
 Complex implementation
THE VIEW OF TECH-GUYS: WHAT A CONSULTANT CAN HELP WITH:
Bot
know-how
depth
Today?
Goal?
WRAP UP WHERE WE STAND…
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 17
 Hundred thousands of various bots in place
 We are still at the very beginning
 Cloud + platforms allow you to start immediately
 Broad range of bots will come to help
 We / humans will do many mistakes (lousy bots)
Wrap Up WHAT YOU SHOULD KNOW NOW
23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 18
 You understand the excitement and disillusion about bots
 You saw, bots are extremely versatile
 You understand the basic bot architecture and ‘concepts’ such as intents and context
 You understand the difference between bots and RPAs
 You have some ideas, how to discuss bot use cases with your clients
 You realized, the best bot to start with is a custom Q&A bot

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ChatBots Excitement and Disillusion

  • 1. (Chat)Bots Excitement and disillusion September 11th 2020 © AskBrian GmbH 2020. Alle Rechte vorbehalten. Training for students ‘By 2020, the average person will have more conversations with bots than with their spouse.’ (Gartner) 1
  • 2. 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 2 A g e n d a 2. Top 10 fails 1. Excitement 4. Bot types 5. Use cases 3. Basic ‘concepts’ 6. Consultant’s role Intro
  • 3. INTRO WHAT WE WILL TALK ABOUT 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 3 Bot Virtual assistant Smart assistant Chatbot ‘A computer program designed to simulate conversation with human users, especially over the internet.’ ‘Chatbots often treat conversations like they're a game of tennis: talk, reply, talk, reply.’ (Oxford Dictionary) Smart bot Talkbot Interactive agent Artificial Conversation Entity RPA NLP NLG ML ELIZA 1966 Virtual agent Digital agent
  • 4. INTRO THE BOT ECOSYSTEM 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 4 KNOWLEDGE PLATFORMS ANALYTICS MESSAGING PLATFORMS BOT APPLICATION BOT BUILDER AI TOOLS
  • 5. 1. Excitement SOME NUMBERS 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 5 80% of customer interactions can be resolved by well-designed bots (Accenture) $65B of potential salary savings bots could create (BI intelligence based on McKinsey data) 60% of consumers want easier access to self- serve solutions for customer service (Ovum) 50% of enterprises will spend more on bots than traditional mobile app development by 2021 (Gartner)
  • 6. BOT COMPETITORS 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 6 1. Excitement ADVANTAGES OF BOTS COMPARED TO… Websites:  Interactive  Straight to point  Fun  User insights Apps:  No download  No registration  High conversions  Chat hype Humans:  Cost  Speed  Consistency  Availability
  • 7. 2. Top 10 fails LEARNINGS 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 7 1. Underestima- ting the potential 2. Unrealistic expectations Bot 4. Bot isn’t bot 3. Wrong use case 5. Wrong platform 6. Wrong channel 7. Underestimating % of ‘bot-virgins’ 8. ‘Let the IT do it’ 9. ‘Let the swarm do it’ 10. Building the perfect bot
  • 8. 3. Basic ‘concepts’ BASIC STRUCTURE 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 8 Agent INTEGRATIONS FULFILLMENT THE BOT CORE Providing interaction channel  Webpage  FB Messenger  Skype(4business)  Email…  1+1  Indicator lookup  API-calls  Connecting any app… Performing the ‘business logic’ Understanding the user EXAMPLES TASK
  • 9. 3. Basic ‘concepts’ BRIAN‘S ARCHITECTURE 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 9
  • 10. 3. Basic ‘concepts’ AGENT BUILDING BLOCKS 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 10 Utterances  What the user types or says  ‘I need the overhead ratio for biotech’  ‘Now for pharma companies’ Intents  What the user wants  Get indicator for industry Entities  Items referred to in utterances and intents  Industry: Pharma Contexts  Data captured in prior intents  Indicator: Overhead ratio ‘CONCEPT’ EXAMPLES SIMPLIFIED DEFINITION Brian insight
  • 11. 4. Bot types MORPHOLOGY 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 11 GOOD BOTS BAD BOTS Crawlers Impersonators Informational bots Scrapers Entertainment bots Spammers Chatbots Hackers Transactional bots ‚INTELLIGENT‘ BOTS ‚STUPID‘ BOTS CHATTING TALKING ‚TELLING STUFF‘ ‚DOING STUFF‘ BROAD BOTS NARROW BOTS Intelligent agents • Google Assistant Script bots • BotFather (telegram) Smart bots • Yodatai Voice bots • Alexa Text bots • Amy Voice and text bots • Cortana Phone bots • M&S bot Q&A bots • Yodatai Chatty bots • Mitsuku / Meena E-commerce bots • Lego bot Me bots • Katy Perry Search bots • WSJ bot Work bots • Amy Virtual assistants • Siri Device bots • Bosch MyBoiler Generalists • Google Assistant Specialists • DoNotPay Multi-talents • Neo
  • 12. 4. Bot types THE „CHATTY“ BOT RACE 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 12
  • 13. 4. Bot types EXKURS: BOTS VS. RPA 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 13 WHAT THEY BOTH HAVE IN COMMON Automation, imitating humans CONNECTED SYSTEMS ‘THINK‘… … they interact with systems … they interact with humans Humans Systems ‘PRETENDING’ TO BE HUMAN VIS-A-VIS THEY ARE TYPICALLY… … rather ‘smart’ … rather ‘stupid’ DESIGNED TO… …interact … work IN SPORTS, THEY WOULD BE … … master in tennis … master in 400m relay CHAT(-BOTS) RPA(-BOTS) IPA(BOTS)
  • 14. 5. Use cases WHERE BOTS COME INTO PLAY 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 14 CONNECTING BUSINESSES TO THEIR CUSTOMERS CONTROLLING IOT DEVICES IMPROVING INTERNAL PROCESSES  Customer service  E-Commerce  Marketing  Home entertainment  Auto  Organizational knowledge  Surfacing data & insights  Support functions: HR, Finance, Legal,… Bookings or reservations Forwarding to appropriate human Quick (emergency) answers Mailing list or service subscription Buy basic items Complaint resolution Getting detailed answers Paying a bill 24% Getting inspiration Expensive purchases App consolidation 46% 40% 33% 19% 26% 24% 20% 16% 5% 4%
  • 15. 5. Use cases TECHNICAL USE CASE TYPOLOGY 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 15 TYPE EXEMPLARY QUESTION Simple Q&A bot What is RPA? Random answer from list Tell me an interesting fact about bots Conditional advice Do I need an SLA for internal service delivery? Operations ‘How much is 1+1?’ Online service access What is the current exchange rate EUR to USD? Look-up in a ‚detached‘ db What is the average ROCE in Online retail? CRUD1) in real time db Change my password Provide file Send me the WACC calculation model Change file Translate my powerpoint presentation 1) Create, read, update and delete PROVIDING ANSWERS CONDUCTING DATABASE OPERATIONS PROVIDING AND ALTERING FILES
  • 16. 6. Consultant’s role WHAT ARE THE OPPORTUNITIES? 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 16  Defining bot strategy / cornerstones  Organizational set-up (CoE)  Bringing in ‘domain’ know-how  Use cases (discussions, workshops)  Process & content management  Platform selection  Conversation design  Conducting trainings  Complex implementation THE VIEW OF TECH-GUYS: WHAT A CONSULTANT CAN HELP WITH: Bot know-how depth Today? Goal?
  • 17. WRAP UP WHERE WE STAND… 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 17  Hundred thousands of various bots in place  We are still at the very beginning  Cloud + platforms allow you to start immediately  Broad range of bots will come to help  We / humans will do many mistakes (lousy bots)
  • 18. Wrap Up WHAT YOU SHOULD KNOW NOW 23.05.2021 © AskBrian GmbH 2020. Alle Rechte vorbehalten. 18  You understand the excitement and disillusion about bots  You saw, bots are extremely versatile  You understand the basic bot architecture and ‘concepts’ such as intents and context  You understand the difference between bots and RPAs  You have some ideas, how to discuss bot use cases with your clients  You realized, the best bot to start with is a custom Q&A bot