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Future of AI enabled chatbots in enterprises
Gaurav Mishra | Business Head - North America, SRIJAN
Tech Triveni | SRIJAN
Twitter: @gmishra
Linkedin: gmishra.com
Email: gaurav.mishra@srijan.net
By 2020, customers will manage 85% of their
relationship with the organizations without
interacting with a human*
*Source: Gartner Customer 360 Summit 2011
20% of searches on Google are Voice Based Search
*Source: Google
World is Moving Away from Screens
Bots | Access is getting Cheaper
* Coming Soon
Source : Company Websites
Google*
Home Mini
Amazon
Echo Dot
Amazon*
Echo
Amazon*
Echo Plus
Harman*
Kardon Invoke
Apple*
Home Pod
Google*
Home Max
Google
Home
Sonos*
One
Google
Assistant
Alexa
Alexa
Alexa
Google
Assistant
Google Assistant
Siri
Cortana
Alexa
Bots | Digital Assistants on the Rise
20192015 2016 2018 20212017 2020
390m 504m 1016m 1831m1376m 1642m710m
* figures do not include enterprise usage | Source : Tractica
But, let’s face it! Bots are frustrating...
And there are other worries!
But, we’ve to be ready for the future!
Web based Content Vs Conversational Content
● High Verbosity
Tolerance
● Screen based -- Visual
● Hyperlinked content --
Maintains relationship to
different content
● Complex Information
architecture
● Low Verbosity
Tolerance
● Zero User Interface
(Verbal and Aural)
● No multi-directional flow
(mostly uni-directional)
● Context precedes the
content
Why Voice Content Strategy is important?
● Building great content is expensive and difficult
● Content writers can’t write content for 2 different
platforms (expensive and impractical)
● Conversational Legibility of content -- Can listener
understand this.
● Search
● Unidirectional flow vs link rich pages
How these Bots work?
FAQ Example!
Old: How long can I receive
benefits?
New: How long can I receive
employment benefits?
Old: Are benefits taxable?
New: Are employment benefits taxable?
FAQ: Call to Action and Link-rich text
Old: You can receive payments
through either a debit card or direct
deposit. Learn more about payments
New: You can receive payments
through either a debit card or direct
deposit
Old: Read more about this
New: In Georgia, the Family Support Registry
typically pull payments directly from your
paycheck. However you can send your
payments through bank account, credit card or
Western Union.
Conversational Usability
● Completely new area: Completely aural, not physical or visual like typical
interfaces
● No eye-tracking, No thinking aloud
● Retrospective Probing technique
Example Test Cases:
You have a business licence in Georgia, but not sure if you’ve to register it on an
annual basis. Talk with Alexa and find out information you need. At the end ask
for a phone number for more information.
Voice Search Optimization would be big
How VSO is different than SEO
● Action oriented search query: Find nearest Gas station,
Find best Pizza places in New York
● More real time; most of the queries happen with low
proximity to the computers.
● VSO optimize for local search (usually for near me
queries)
When these Voice Search happen?
● Asking For Directions
● To call somebody
● To dictate texts
● To get help with homework
● To play a song
● Find out movie times
● Check the time
● Play song or movie!
Basics of Voice Search Optimization
● Optimize For Long-Tailed Keywords – Natural language vs
traditional keywords. 3 to 5 words or more...
● Use Question Phrases – Optimize content for who, where,
how
● Use More LSI Keywords – Context over Content
● Use Microdata Markup – Use schema.org and Dublin Core
to do this.
Basics of Voice Search Optimization
● Optimize local pages; have location data tagged with the
content.
● Keep contact information (phone number) available with
the local listing.
● Get Mobile Friendly
● Optimize content for Google search Featured Snippet
Featured Snippets: How Google treats Voice?
Snippets & VSO Similarities
● Write a topic-specific page.
● Create content that answers a specific question.
● Look for questions that you will be able to answer in great depth.
● When optimizing for voice search, research longer, long-tail keyword phrases.
● Think of semantic keywords, different ways of saying the same thing (i.e., synonyms).
● Use trigger words like “how,” “what” and “best.”
● Understand your customer’s intent, and optimize the content on your pages for every stage in your
customer’s buyer’s journey.
● Use conversational language — write like you’re talking to a friend.
● Use Headings (H1, H2, H3, H4).
● Make sure to use unique title and description tags on each page — use keywords in those tags.
● Include keywords toward the front of the very first sentence/paragraph.
● Use the keywords in the page’s universal resource locator (URL).
Bots | Build once and consume everywhere
● Leverage Amazon Lex (Alexa NLP
engine and voice synthesis)
● Can be consumed by voice over
phone, Social Messengers and
Mobile based apps.
● Extensible to other future platforms.
● Uses machine learning to make the
bot ask intelligent questions -- Learn
from user response.
Bots | And they speak multiple languages
Bots | Architecture
Contact Us
Know More
www.srijan.net
business@srijan.net

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Future of AI enabled chatbots in enterprises - Gaurav Mishra (Srijan)

  • 1. Future of AI enabled chatbots in enterprises Gaurav Mishra | Business Head - North America, SRIJAN Tech Triveni | SRIJAN
  • 3. By 2020, customers will manage 85% of their relationship with the organizations without interacting with a human* *Source: Gartner Customer 360 Summit 2011
  • 4. 20% of searches on Google are Voice Based Search *Source: Google
  • 5. World is Moving Away from Screens
  • 6. Bots | Access is getting Cheaper * Coming Soon Source : Company Websites Google* Home Mini Amazon Echo Dot Amazon* Echo Amazon* Echo Plus Harman* Kardon Invoke Apple* Home Pod Google* Home Max Google Home Sonos* One Google Assistant Alexa Alexa Alexa Google Assistant Google Assistant Siri Cortana Alexa
  • 7. Bots | Digital Assistants on the Rise 20192015 2016 2018 20212017 2020 390m 504m 1016m 1831m1376m 1642m710m * figures do not include enterprise usage | Source : Tractica
  • 8. But, let’s face it! Bots are frustrating...
  • 9. And there are other worries!
  • 10. But, we’ve to be ready for the future!
  • 11. Web based Content Vs Conversational Content ● High Verbosity Tolerance ● Screen based -- Visual ● Hyperlinked content -- Maintains relationship to different content ● Complex Information architecture ● Low Verbosity Tolerance ● Zero User Interface (Verbal and Aural) ● No multi-directional flow (mostly uni-directional) ● Context precedes the content
  • 12. Why Voice Content Strategy is important? ● Building great content is expensive and difficult ● Content writers can’t write content for 2 different platforms (expensive and impractical) ● Conversational Legibility of content -- Can listener understand this. ● Search ● Unidirectional flow vs link rich pages
  • 13. How these Bots work?
  • 14. FAQ Example! Old: How long can I receive benefits? New: How long can I receive employment benefits? Old: Are benefits taxable? New: Are employment benefits taxable?
  • 15. FAQ: Call to Action and Link-rich text Old: You can receive payments through either a debit card or direct deposit. Learn more about payments New: You can receive payments through either a debit card or direct deposit Old: Read more about this New: In Georgia, the Family Support Registry typically pull payments directly from your paycheck. However you can send your payments through bank account, credit card or Western Union.
  • 16. Conversational Usability ● Completely new area: Completely aural, not physical or visual like typical interfaces ● No eye-tracking, No thinking aloud ● Retrospective Probing technique Example Test Cases: You have a business licence in Georgia, but not sure if you’ve to register it on an annual basis. Talk with Alexa and find out information you need. At the end ask for a phone number for more information.
  • 18. How VSO is different than SEO ● Action oriented search query: Find nearest Gas station, Find best Pizza places in New York ● More real time; most of the queries happen with low proximity to the computers. ● VSO optimize for local search (usually for near me queries)
  • 19. When these Voice Search happen? ● Asking For Directions ● To call somebody ● To dictate texts ● To get help with homework ● To play a song ● Find out movie times ● Check the time ● Play song or movie!
  • 20. Basics of Voice Search Optimization ● Optimize For Long-Tailed Keywords – Natural language vs traditional keywords. 3 to 5 words or more... ● Use Question Phrases – Optimize content for who, where, how ● Use More LSI Keywords – Context over Content ● Use Microdata Markup – Use schema.org and Dublin Core to do this.
  • 21. Basics of Voice Search Optimization ● Optimize local pages; have location data tagged with the content. ● Keep contact information (phone number) available with the local listing. ● Get Mobile Friendly ● Optimize content for Google search Featured Snippet
  • 22. Featured Snippets: How Google treats Voice?
  • 23. Snippets & VSO Similarities ● Write a topic-specific page. ● Create content that answers a specific question. ● Look for questions that you will be able to answer in great depth. ● When optimizing for voice search, research longer, long-tail keyword phrases. ● Think of semantic keywords, different ways of saying the same thing (i.e., synonyms). ● Use trigger words like “how,” “what” and “best.” ● Understand your customer’s intent, and optimize the content on your pages for every stage in your customer’s buyer’s journey. ● Use conversational language — write like you’re talking to a friend. ● Use Headings (H1, H2, H3, H4). ● Make sure to use unique title and description tags on each page — use keywords in those tags. ● Include keywords toward the front of the very first sentence/paragraph. ● Use the keywords in the page’s universal resource locator (URL).
  • 24. Bots | Build once and consume everywhere ● Leverage Amazon Lex (Alexa NLP engine and voice synthesis) ● Can be consumed by voice over phone, Social Messengers and Mobile based apps. ● Extensible to other future platforms. ● Uses machine learning to make the bot ask intelligent questions -- Learn from user response.
  • 25. Bots | And they speak multiple languages