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Next gen search
experiences
Maish Nichani,
Principal at PebbleRoad Pte Ltd,
Singapore
maish@pebbleroad.com
Outline
Advances in search tech
Demos
How it works
How to make it work for you
Welcome to the 4th
industrial revolution
Macroeconomic
“In the long run,
we’re evolving in
computing from a
‘mobile-first’ to an
‘AI-first’ world.”
Google CEO Sundar Pichai
The big shift
Pages to answers
Search: What if...
Search technology
● Natural language
understanding
● Content analytics
● Data visualisation
● Machine learning
● Conversational interfaces
Demos
Under the hood
Your content Content
analytics
Entity, fact
and concept
extraction
Knowledge
graph
Answers,
calculations
Intent
analysis
Understand
what the user
needs
Natural
language
input
Text, voice
and other
natural inputs
Making search work
The story so far
I want search
USER SEARCH TEAM TECHNOLOGY
The story so far
I want search!
USER SEARCH TEAM TECHNOLOGY
The story so far
I want it to work like
Google
USER SEARCH TEAM TECHNOLOGY
The story so far
I just want to find
stuff to do my job!
USER SEARCH TEAM TECHNOLOGY
The story so far
Help
USER SEARCH TEAM TECHNOLOGY
The story so far
USER SEARCH TEAM TECHNOLOGY
© Findwise Enterprise Search and Findability Survey
2016
Organisations with more than one FTE in a
search programme
The story so far
USER SEARCH TEAM TECHNOLOGY
© AIIM Search and Discovery Survey 2014
Resource requirements for search
What’s coming for enterprises
USER SEARCH TEAM TECHNOLOGY
Knowledge graph
Taxonomies, Ontologies, Extraction of
structure (entities, facts, concepts)
Natural language input
Data visualisation
Machine learning
Open source search
I want you to know my needs
I want rich answers, not documents
I want to interact naturally, not just with
keywords
There is no doubt that the success of the
next gen search is going to rest on the
availability and talent of the search team -
just like it has always been.
Just that in today’s age, it will matter more
to the survival of the business than ever
before.
Takeaways
Form a dedicated
search team.
Recruit people who
can align search to
business needs.
Create specialised
search experiences.
This moves the
needle for your team,
dept and organisation.
Choose your search
stack based on your
business needs.
Don’t fall prey to
magical out-of-the-box
solutions.
Think big
Start small
Scale fast
Thank you

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Next generation search experiences

  • 1. Next gen search experiences Maish Nichani, Principal at PebbleRoad Pte Ltd, Singapore maish@pebbleroad.com
  • 2. Outline Advances in search tech Demos How it works How to make it work for you
  • 3. Welcome to the 4th industrial revolution
  • 5. “In the long run, we’re evolving in computing from a ‘mobile-first’ to an ‘AI-first’ world.” Google CEO Sundar Pichai
  • 6. The big shift Pages to answers
  • 7. Search: What if... Search technology ● Natural language understanding ● Content analytics ● Data visualisation ● Machine learning ● Conversational interfaces
  • 9.
  • 10.
  • 11. Under the hood Your content Content analytics Entity, fact and concept extraction Knowledge graph Answers, calculations Intent analysis Understand what the user needs Natural language input Text, voice and other natural inputs
  • 13. The story so far I want search USER SEARCH TEAM TECHNOLOGY
  • 14. The story so far I want search! USER SEARCH TEAM TECHNOLOGY
  • 15. The story so far I want it to work like Google USER SEARCH TEAM TECHNOLOGY
  • 16. The story so far I just want to find stuff to do my job! USER SEARCH TEAM TECHNOLOGY
  • 17. The story so far Help USER SEARCH TEAM TECHNOLOGY
  • 18. The story so far USER SEARCH TEAM TECHNOLOGY © Findwise Enterprise Search and Findability Survey 2016 Organisations with more than one FTE in a search programme
  • 19. The story so far USER SEARCH TEAM TECHNOLOGY © AIIM Search and Discovery Survey 2014 Resource requirements for search
  • 20. What’s coming for enterprises USER SEARCH TEAM TECHNOLOGY Knowledge graph Taxonomies, Ontologies, Extraction of structure (entities, facts, concepts) Natural language input Data visualisation Machine learning Open source search I want you to know my needs I want rich answers, not documents I want to interact naturally, not just with keywords There is no doubt that the success of the next gen search is going to rest on the availability and talent of the search team - just like it has always been. Just that in today’s age, it will matter more to the survival of the business than ever before.
  • 22. Form a dedicated search team. Recruit people who can align search to business needs. Create specialised search experiences. This moves the needle for your team, dept and organisation. Choose your search stack based on your business needs. Don’t fall prey to magical out-of-the-box solutions. Think big Start small Scale fast

Editor's Notes

  1. https://www.recode.net/2017/5/19/15666704/google-lens-key-example-ai-first-computer-vision
  2. Improve this diagram to include the vocabulary that may be used in discussion. Relate it to the team.
  3. Less words...sharpen. Focus on the ones that matter.