SlideShare une entreprise Scribd logo
1  sur  75
Télécharger pour lire hors ligne
The future of messaging bots 

& chat for business
@ChrisMessina
Infobip Webinar March 22, 2017
Known for
Inventing the hashtag, product hunts
Companies
Uber; Google; Mozilla
Skills
UX & product design, marketing,
social media, developer relations,
platform strategy
Appeared in
Wall Street Journal, New York Times,
Washington Post, The Information,
Backchannel, Business Insider, Wired
Speaking
MobileBeat, SXSW, SapientRazorfish,
Future Decoded, Slush, APIDays
Two things:
Do ask questions! ☞
Take the quick poll!
Should you build a bot?
🤔
2016:
“The Year of Conversational Commerce”
“Utilizing chat, messaging, or other natural language
interfaces (i.e. voice) to interact with people, brands, or
services and bots that heretofore have had no real place
in the bidirectional, asynchronous messaging context.”
“Evolving from simple social conversations to
business-related conversations.”
—Mary Meeker, KPCB
Worldwide Device Shipments
Source: Gartner, Worldwide Devices Shipments per Year by Device Type
2,000M
1,750M
1,500M
1,250M
1,000M
750M
500M
0
2006 2011 20152007 2008 2010 2012 2013 2014 2016
250M
2009
Credit: LukeW Design
2006
239M
PCs
68M
Smartphones
& Tablets
2016
269M
PCs
1,729M
Smartphones
& Tablets
Messaging is the killer mobile app
Source: companies, BI IntelligenceMonthly active users for the top four social networks and messaging apps
Big 4 social networking apps
Big 4 messaging apps
MILLIONS
3,500
3,000
2,500
2,000
1,500
1,000
500
0
Q4 '11 Q1 Q1 Q1Q1 Q2 Q3 Q4 Q2 Q3 Q4 Q2 Q3 Q4 Q2 Q3
Messenger was the most downloaded app in 2016
#1
80%
of teenagers are using Messenger as either
their first or second means of communication
88%
of Millennials report that they prefer chatting over
the web or social media to talk to businesses
We’re #trending!
Source: ubisend Ltd 2016 Mobile Messaging Report
63.9%
of consumers agree with
the statement “Businesses
should be available and
contactable via messaging
applications”
49.4%
of consumers would rather
use a messaging app than a
phone call to communicate
with a business
How did we get here?
Source: Flickr
Source: cpu-galaxy.at
Steve Jobs
2007
This one works This one doesn’t
Entertainment
iPod
Communication
Phone
Apps
iOS
+
+
+
+
Entertainment
iPod
Communication
Phone
Apps
iOS
+
+
+
+
+ ?
Credit: AP
Number of monthly active Facebook users
© Statista 2016
The World Online
Sources: cpu-galaxy.at; Facebook Devices; Amazon
• 📲 Massive UX improvements in tech products
• 📉 Friction and access costs to the internet
• 📈 Speed of computing
• 📈 People online (*demise of “offline”)
• 📈 Spread of technology into all facets of our day
• 📈 Casual, familiar relationship with technology
• 🤖 AI assistants being invited into our lives
• 🚸 Children as leading indicators of “🔜 normal”
Macro trends ∴ new assumptions
No Such Thing as Offline
By Justin Barber
Illustrations by Sehee Lee
design.google.com/articles/digital-natives
—Satya Nadella, Microsoft
“Bots are the new apps.”
Build the intelligent
cloud platform
Create more
personal computing
Reinvent productivity
& business processes
Conversations
as a Platform
Some terms
Some terms
AI
when a machine
mimics “cognitive”
functions
Neural Network
a programming
paradigm inspired
by biology that
enables computers
to learn from
observational data
Machine Learning
ability to “learn”
without explicit
programming
Deep Learning
algorithms that
learn complicated
concepts by
building them out of
simpler ones
NLP/NLU/NLG
interaction between
computers and
humans using
(natural) languages
Some terms
Bot
an autonomous
program on a
network
Chatbot
a bot that uses
human language to
communicate
Skill
a capability that an
AI Assistant learns
or obtains
AI Assistant
a chatbot that performs
tasks or services for an
individual
Some terms
Bot Platform
a computing
context that can be
extended by third
party bots
Voice Platform
a voice computing
context that can be
extended by third
party bots
Categories of Facebook bots
Brand
promotes a
commercial or
corporate entity
News/New Media
provides timely and/
or topical content or
media
Customer Service
access to help,
feedback, and
account assistance
Commerce
sells products or
otherwise focuses
on transactions
Categories of Slack bots
Information
Retrieval
promotes a
commercial or
corporate entity
Internal
Operations
provides timely and/
or topical content or
media
Workflow
Automation
access to help,
feedback, and
account assistance
Customer Support
sells products or
otherwise focuses
on transactions
• Immediacy: respond in < 10-30 seconds or else: frustrated users!
• Operations: operators can have up to 3 concurrent chats w/o affecting performance
• Always on: don’t recreate voicemail on messaging!
• Forgetful: conventional chat sessions lose context — don’t do this!
• Isolation: live chat is often disconnected from other contact points, confusing customers
Challenges of conversational UI
• Immediacy: speed for the EOD Generation (everything on demand)
• Authenticity: supports natural language, in your customer’s words
• Two-way communication: 1:1 messaging
• Hybridization: humans in the loop, fronted by bots
• Continuous context: combine people + system knowledge for 360° view of customer (i.e. with sign in)
• Frictionless onboarding: nothing to install; most users have messaging apps
• UI consistency: people understand messaging; no new app UI to learn
Benefits of conversational UI
The new platforms
+
O
ctober
*
2016
Enterprise ConsumerCustomer Service
Independent platform builders: picks & shovels
Anatomy of a bot
Persistent menu
Text, emoji, stickers, images,
audio, video, files
Cards & Carousel
Content action buttons
Quick replies
Keyboard suggested replies
The landscape
AI assistants
Chatbots
huggingface.co zo.ai
Shopping
Onboarding
m.me/snaptravel
📰 News
m.me/wsj m.me/cnnm.me/theguardian m.me/GetPrpl/
TV & Game
m.me/PersonaSynthetics m.me/callofduty
🍺 and 🍕
m.me/BudLight m.me/Dominos
🎶 Music
m.me/Lazyset m.me/RecordBird
Art
telegram.me/icon8bot telegram.me/prismabot
Celebrities
garyveebot.com m.me/kevinhartbotm.me/869705063160306 m.me/christinamilian
Resources
refind.com/chrismessina?q=bots
producthunt.com/@chrismessina/collections/convcomm
Questions / Answers
Thank you.@chrismessina m.me/MessinaBot

Contenu connexe

Plus de Chris Messina

Socialism, Activity Streams, & Federating The Social Web
Socialism, Activity Streams, & Federating The Social WebSocialism, Activity Streams, & Federating The Social Web
Socialism, Activity Streams, & Federating The Social WebChris Messina
 
Activity Streams, Socialism, & the Future of Open Source
Activity Streams,  Socialism,  & the Future of Open SourceActivity Streams,  Socialism,  & the Future of Open Source
Activity Streams, Socialism, & the Future of Open SourceChris Messina
 
The Open and Social Web
The Open and Social WebThe Open and Social Web
The Open and Social WebChris Messina
 
The Future of the Social Web and How to Stop It
The Future of the Social Web and How to Stop ItThe Future of the Social Web and How to Stop It
The Future of the Social Web and How to Stop ItChris Messina
 
Google and the Social Web (Mexico City Dev Fest 2010)
Google and the Social Web (Mexico City Dev Fest 2010)Google and the Social Web (Mexico City Dev Fest 2010)
Google and the Social Web (Mexico City Dev Fest 2010)Chris Messina
 
ActivityStrea.ms: Is It Getting Streamy In Here?
ActivityStrea.ms: Is It Getting Streamy In Here?ActivityStrea.ms: Is It Getting Streamy In Here?
ActivityStrea.ms: Is It Getting Streamy In Here?Chris Messina
 
Identity is the platform (Netflix)
Identity is the platform (Netflix)Identity is the platform (Netflix)
Identity is the platform (Netflix)Chris Messina
 
Identity is the platform (Toronto)
Identity is the platform (Toronto)Identity is the platform (Toronto)
Identity is the platform (Toronto)Chris Messina
 
Identity is the Platform (Russian variant)
Identity is the Platform (Russian variant)Identity is the Platform (Russian variant)
Identity is the Platform (Russian variant)Chris Messina
 
Identity is the Platform
Identity is the PlatformIdentity is the Platform
Identity is the PlatformChris Messina
 
The Open, Social Web Workshop
The Open, Social Web WorkshopThe Open, Social Web Workshop
The Open, Social Web WorkshopChris Messina
 
Social Network Supermarkets and How to Defeat Them
Social Network Supermarkets and How to Defeat ThemSocial Network Supermarkets and How to Defeat Them
Social Network Supermarkets and How to Defeat ThemChris Messina
 
Openness In The Era Of Social Web
Openness In The Era Of Social WebOpenness In The Era Of Social Web
Openness In The Era Of Social WebChris Messina
 
The Open, Social Web (N2Y4)
The Open, Social Web (N2Y4)The Open, Social Web (N2Y4)
The Open, Social Web (N2Y4)Chris Messina
 
New Assumptions for Designing for the Social Web
New Assumptions for Designing for the Social WebNew Assumptions for Designing for the Social Web
New Assumptions for Designing for the Social WebChris Messina
 
The Open, Social Web
The Open, Social WebThe Open, Social Web
The Open, Social WebChris Messina
 
Implementing the Social Web
Implementing the Social WebImplementing the Social Web
Implementing the Social WebChris Messina
 
Activity Streams & the social networking malaise
Activity Streams & the social networking malaise Activity Streams & the social networking malaise
Activity Streams & the social networking malaise Chris Messina
 

Plus de Chris Messina (20)

Socialism, Activity Streams, & Federating The Social Web
Socialism, Activity Streams, & Federating The Social WebSocialism, Activity Streams, & Federating The Social Web
Socialism, Activity Streams, & Federating The Social Web
 
Activity Streams, Socialism, & the Future of Open Source
Activity Streams,  Socialism,  & the Future of Open SourceActivity Streams,  Socialism,  & the Future of Open Source
Activity Streams, Socialism, & the Future of Open Source
 
The Open and Social Web
The Open and Social WebThe Open and Social Web
The Open and Social Web
 
The Future of the Social Web and How to Stop It
The Future of the Social Web and How to Stop ItThe Future of the Social Web and How to Stop It
The Future of the Social Web and How to Stop It
 
Google and the Social Web (Mexico City Dev Fest 2010)
Google and the Social Web (Mexico City Dev Fest 2010)Google and the Social Web (Mexico City Dev Fest 2010)
Google and the Social Web (Mexico City Dev Fest 2010)
 
ActivityStrea.ms: Is It Getting Streamy In Here?
ActivityStrea.ms: Is It Getting Streamy In Here?ActivityStrea.ms: Is It Getting Streamy In Here?
ActivityStrea.ms: Is It Getting Streamy In Here?
 
Identity is the platform (Netflix)
Identity is the platform (Netflix)Identity is the platform (Netflix)
Identity is the platform (Netflix)
 
Identity is the platform (Toronto)
Identity is the platform (Toronto)Identity is the platform (Toronto)
Identity is the platform (Toronto)
 
Identity is the Platform (Russian variant)
Identity is the Platform (Russian variant)Identity is the Platform (Russian variant)
Identity is the Platform (Russian variant)
 
Identity is the Platform
Identity is the PlatformIdentity is the Platform
Identity is the Platform
 
The Open, Social Web Workshop
The Open, Social Web WorkshopThe Open, Social Web Workshop
The Open, Social Web Workshop
 
Social Network Supermarkets and How to Defeat Them
Social Network Supermarkets and How to Defeat ThemSocial Network Supermarkets and How to Defeat Them
Social Network Supermarkets and How to Defeat Them
 
Openness In The Era Of Social Web
Openness In The Era Of Social WebOpenness In The Era Of Social Web
Openness In The Era Of Social Web
 
The Open, Social Web (N2Y4)
The Open, Social Web (N2Y4)The Open, Social Web (N2Y4)
The Open, Social Web (N2Y4)
 
New Assumptions for Designing for the Social Web
New Assumptions for Designing for the Social WebNew Assumptions for Designing for the Social Web
New Assumptions for Designing for the Social Web
 
The Open, Social Web
The Open, Social WebThe Open, Social Web
The Open, Social Web
 
The DiSo Project
The DiSo ProjectThe DiSo Project
The DiSo Project
 
Implementing the Social Web
Implementing the Social WebImplementing the Social Web
Implementing the Social Web
 
Activity Streams & the social networking malaise
Activity Streams & the social networking malaise Activity Streams & the social networking malaise
Activity Streams & the social networking malaise
 
Our online identity
Our online identityOur online identity
Our online identity
 

Dernier

How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
What is Artificial Intelligence?????????
What is Artificial Intelligence?????????What is Artificial Intelligence?????????
What is Artificial Intelligence?????????blackmambaettijean
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 

Dernier (20)

How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
What is Artificial Intelligence?????????
What is Artificial Intelligence?????????What is Artificial Intelligence?????????
What is Artificial Intelligence?????????
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 

The future of Messaging Bots and Chat for Business