Multilingual Conversational Interfaces: An NTT-MIT Collaboration
Conversational interfaces - beyond the hype
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Transcript of Conversational interfaces - beyond the hype
Conversational Interfaces - beyond
the hype
Matthieu Varagnat www.smooz.io
What is a conversational interface
• App in which interaction happens mostly through conversation
• Messaging apps• But also SMS and Voice
(Siri, Alexa)
What is a conversational interface
VS VS
• New, powerful platforms• Messaging as dominant usage
Why do we care
• SMS: 20B messages. • Whatsapp + Messenger: 60B daily messages
New platforms
New platforms
Attractive platforms with• Heavy usage• ID and other context like
contacts, location, likes• Payment feature (?)
New Design paradigm
• Conversation threads as apps• Writers as UX designers• No or limited UI
• Shortcut buttons, webviews, images etc…
OpportunitiesLow friction
User
DevMarket
Quickiterations
Distribution potential
Promises to the userMost users use only 2-3 apps• Threads as apps = less clutter • Chat to install = frictionless (and space
saving)• Asynchronous push, or on-demand =
convenient
Promises to the marketer
2/3 of users don’t download apps, app stores are crowded, installs are costly• Social discovery. Viral effect of group chats
(not yet on Messenger).• Less crowded bot stores (for now)• High usage and easy re-engagement
Promises to developers
• Native across web, iOS, Android (messaging client)
• Relatively portable across messaging apps• Growing feature set
Promises to developers
• Backend updates• Low bandwidth• Simple UI
Relatively simple and low-cost => long tail opportunity
Bots
Messaging growth + AI buzz = frenzy
Bots
Bots?
What works and what doesn’t?
Conversation commerce
• WeChat pionneer• Specialized shops with
limited SKU count, targeted customer segment, and superior engagement
• Not proven outside of Asia
Conversation commerce
• Probably not a repackaging of e-commerce• Might start with advices/expertise/niche?• Branded influencers?
Brands and customer service
• Messenger natural fit• Much more convenient
than email or phone: on-demand + notifications
• Context (receipts, customer infos)
Brands and customer service
Brands and customer service
Business apps
Useful Slack apps:
• Save users time• Focus on Slack team-interactions strength• Provide intuitive, respectful interaction
https://medium.com/@MVaragnat/what-makes-a-good-slack-app-23edf2ea7088#.9ntdcqegy
Business appsBooking meeting
Business appsPulling stats reports and sharing them
SMS
• 120% penetration rate• Can be bootstrapped with a landing page
and a number
SMS
Jam Magic
Dont’s1) Not everything should be done in chat
Or if in chat, not necessarily through conversation
2) Starting with AI is harder
The Order-a-Pizza fallacy
VSor
The Order-a-Pizza fallacy
VS
Solving the fallacy
VSor
WeChat: cards, images, and context (ID, dress, payment)
AI hypeNLP can fail frustratingly
Some solutions
• Cards, action buttons, custom keyboards
• Rigid keyword syntax• /commands• Or 100% human backend
Some solutions
100%Human
Fluidify Rigidcommand
syntaxNLP
Example:
Automate
Some good practices1) Make the intro useful
2) Support ‘help’ command3) Proactively suggest actions, provide
examples
Too much freedom can be confusing. Restricting options can be helpful.
Demo
• Live demo BotKit
Conclusion
• Messaging platforms provide attractive distribution and user experience
• Conversational apps should not be reduced to NLP/AI chatbots.
• Removing friction is key
Docs• https://medium.com/chris-messina/2016-will-be-the-year-of-
conversational-commerce-1586e85e3991#.6qqfqea1b• http://dangrover.com/blog/2016/04/20/bots-wont-replace-apps.html• http://www.theverge.com/2016/1/6/10718282/internet-bots-
messaging-slack-facebook-m• https://medium.com/@MVaragnat/what-makes-a-good-slack-app-
23edf2ea7088#.9ntdcqegy• http://alistapart.com/article/all-talk-and-no-buttons-the-
conversational-ui• https://walkthechat.com/4-case-studies-of-successful-wechat-e-
commerce/