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Creating a Culture of Validated Learning
Rammohan Reddy Date: 5th February 2017
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
Most of the
Learning
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
Problem Known Solution Known
© 2017 InnoCentrik Consultancy LLP
However , most of the times…
Problem: Unknown
Solution: Unknown
Unknown: Unknown
Market : Unknown
© 2017 InnoCentrik Consultancy LLP
2 Stage of Learning
Test
Problem
Pivot or
Persevere
Discovery Validate
© 2017 InnoCentrik Consultancy LLP
2 Stage of Learning
Discovery
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
2 Stage of Learning
Validation
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
2 Stage of Learning
Test
Problem
Pivot or
PersevereDiscovery Validate
Pivot© 2017 InnoCentrik Consultancy LLP
Hypothesis
Experiment
&
Test
Measure
Insights
Decision
© 2017 InnoCentrik Consultancy LLP
Case Study 1
One click document verification check
© 2017 InnoCentrik Consultancy LLP
Hypothesis
We believe that universities will provide digital certificate
Experiment
In person interviews
Measure
50% of them will show interest
Insights
Universities get 20 verification requests per day and are paid RS 800 per verification
Decision
Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board
Persevere: We did not invalidate the assumption. We need to test our next assumption
Iterate: We are not satisfied with the data and need to run more experiments to make a decision
© 2017 InnoCentrik Consultancy LLP
Case Study 2
Book hotel for few hours instead of traditional 24 hours
8
© 2017 InnoCentrik Consultancy LLP
Hypothesis
We believe that People visiting Goa would like to book a hotel for a few hours
Experiment
Distributed 500 flyers at Goa railway station, which said - “Need a hotel for a few hours? Give us
a call at 8800****08.”
Measure
60% of them will call
Insights
After digging deeper he learned that the low conversion is because Goa is a tourist destination
and visitors stay longer
Decision
Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board
Persevere: We did not invalidate the assumption. We need to test our next assumption
Iterate: We are not satisfied with the data and need to run more experiments to make a decision
© 2017 InnoCentrik Consultancy LLP
Hypothesis
We believe that People visiting Delhi would like to book a hotel for a few hours
Experiment
In person interview people who are visiting Delhi at Railway lounge
Measure
60% people should be returning back on the same day
Insights
Most of the visitors they interviewed were coming to Delhi in the morning and leaving on the
same evening
Decision
Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board
Persevere: We did not invalidate the assumption. We need to test our next assumption
Iterate: We are not satisfied with the data and need to run more experiments to make a decision
© 2017 InnoCentrik Consultancy LLP
Hypothesis
Behaviour test
Experiment
Landing page: with value proposition, traffic through Google and Facebook ads
Measure
100 email in 3 days
Insights
300 email’s in 3 days
Decision
Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board
Persevere: We did not invalidate the assumption. We need to test our next assumption
Iterate: We are not satisfied with the data and need to run more experiments to make a decision
© 2017 InnoCentrik Consultancy LLP
Hypothesis
Behaviour test
Experiment
List on JustDial and take bookings
Measure
5 calls per day
Insights
Started receiving 15 calls per day on an average, out of which, an average of 5 people needed
to stay for few hours. Some callers also took a step further and made bookings
Decision
Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board
Persevere: We did not invalidate the assumption. We need to test our next assumption
Iterate: We are not satisfied with the data and need to run more experiments to make a decision
© 2017 InnoCentrik Consultancy LLP
Marketing Case Study
© 2017 InnoCentrik Consultancy LLP
Hypothesis
People walk in when they see the banner
Experiment
Print on 12*10 inch page, laminate it and hang it to the tree
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy LLP
Hypothesis
People walk in when they see the banner
Experiment
Print on 12*10 page laminate it and hang it to the tree
Measure
1 walk-in a week
Insights
6 walk-ins a week, 14 % conversion at a cost of 550/-
Decision
Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board
Persevere: We did not invalidate the assumption. We need to test our next assumption
Iterate: We are not satisfied with the data and need to run more experiments to make a decision
© 2017 InnoCentrik Consultancy LLP
© 2017 InnoCentrik Consultancy
Hypothesis
Experiment
&
Test
Measure
Insights
Decision
By Creating a culture
of validated learning
you can build what
ever you have
decided to do, with
out wasting
resources
Thank you
Rammohan
Ram@TheNextSpace.co
© 2017 InnoCentrik Consultancy LLP

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Tedx Hyderabad - Creating Culture of Validated Learning

  • 1. Creating a Culture of Validated Learning Rammohan Reddy Date: 5th February 2017
  • 2. © 2017 InnoCentrik Consultancy LLP
  • 3. © 2017 InnoCentrik Consultancy LLP
  • 4. © 2017 InnoCentrik Consultancy LLP
  • 5. © 2017 InnoCentrik Consultancy LLP
  • 6. © 2017 InnoCentrik Consultancy LLP
  • 7. © 2017 InnoCentrik Consultancy LLP
  • 8. Most of the Learning © 2017 InnoCentrik Consultancy LLP
  • 9. © 2017 InnoCentrik Consultancy LLP
  • 10. Problem Known Solution Known © 2017 InnoCentrik Consultancy LLP
  • 11. However , most of the times… Problem: Unknown Solution: Unknown Unknown: Unknown Market : Unknown © 2017 InnoCentrik Consultancy LLP
  • 12. 2 Stage of Learning Test Problem Pivot or Persevere Discovery Validate © 2017 InnoCentrik Consultancy LLP
  • 13. 2 Stage of Learning Discovery © 2017 InnoCentrik Consultancy LLP
  • 14. © 2017 InnoCentrik Consultancy LLP
  • 15. © 2017 InnoCentrik Consultancy LLP
  • 16. 2 Stage of Learning Validation © 2017 InnoCentrik Consultancy LLP
  • 17. © 2017 InnoCentrik Consultancy LLP
  • 18. 2 Stage of Learning Test Problem Pivot or PersevereDiscovery Validate Pivot© 2017 InnoCentrik Consultancy LLP
  • 20. Case Study 1 One click document verification check © 2017 InnoCentrik Consultancy LLP
  • 21. Hypothesis We believe that universities will provide digital certificate Experiment In person interviews Measure 50% of them will show interest Insights Universities get 20 verification requests per day and are paid RS 800 per verification Decision Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board Persevere: We did not invalidate the assumption. We need to test our next assumption Iterate: We are not satisfied with the data and need to run more experiments to make a decision © 2017 InnoCentrik Consultancy LLP
  • 22. Case Study 2 Book hotel for few hours instead of traditional 24 hours 8 © 2017 InnoCentrik Consultancy LLP
  • 23. Hypothesis We believe that People visiting Goa would like to book a hotel for a few hours Experiment Distributed 500 flyers at Goa railway station, which said - “Need a hotel for a few hours? Give us a call at 8800****08.” Measure 60% of them will call Insights After digging deeper he learned that the low conversion is because Goa is a tourist destination and visitors stay longer Decision Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board Persevere: We did not invalidate the assumption. We need to test our next assumption Iterate: We are not satisfied with the data and need to run more experiments to make a decision © 2017 InnoCentrik Consultancy LLP
  • 24. Hypothesis We believe that People visiting Delhi would like to book a hotel for a few hours Experiment In person interview people who are visiting Delhi at Railway lounge Measure 60% people should be returning back on the same day Insights Most of the visitors they interviewed were coming to Delhi in the morning and leaving on the same evening Decision Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board Persevere: We did not invalidate the assumption. We need to test our next assumption Iterate: We are not satisfied with the data and need to run more experiments to make a decision © 2017 InnoCentrik Consultancy LLP
  • 25. Hypothesis Behaviour test Experiment Landing page: with value proposition, traffic through Google and Facebook ads Measure 100 email in 3 days Insights 300 email’s in 3 days Decision Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board Persevere: We did not invalidate the assumption. We need to test our next assumption Iterate: We are not satisfied with the data and need to run more experiments to make a decision © 2017 InnoCentrik Consultancy LLP
  • 26. Hypothesis Behaviour test Experiment List on JustDial and take bookings Measure 5 calls per day Insights Started receiving 15 calls per day on an average, out of which, an average of 5 people needed to stay for few hours. Some callers also took a step further and made bookings Decision Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board Persevere: We did not invalidate the assumption. We need to test our next assumption Iterate: We are not satisfied with the data and need to run more experiments to make a decision © 2017 InnoCentrik Consultancy LLP
  • 27. Marketing Case Study © 2017 InnoCentrik Consultancy LLP
  • 28. Hypothesis People walk in when they see the banner Experiment Print on 12*10 inch page, laminate it and hang it to the tree © 2017 InnoCentrik Consultancy LLP
  • 29. © 2017 InnoCentrik Consultancy LLP
  • 30. Hypothesis People walk in when they see the banner Experiment Print on 12*10 page laminate it and hang it to the tree Measure 1 walk-in a week Insights 6 walk-ins a week, 14 % conversion at a cost of 550/- Decision Pivot: We invalidated our riskiest assumption. We need to pivot our idea and go back to the drawing board Persevere: We did not invalidate the assumption. We need to test our next assumption Iterate: We are not satisfied with the data and need to run more experiments to make a decision © 2017 InnoCentrik Consultancy LLP
  • 31. © 2017 InnoCentrik Consultancy Hypothesis Experiment & Test Measure Insights Decision By Creating a culture of validated learning you can build what ever you have decided to do, with out wasting resources
  • 32. Thank you Rammohan Ram@TheNextSpace.co © 2017 InnoCentrik Consultancy LLP

Editor's Notes

  1. Unknown’s in a startup and the job of an entrepreneur is to Remove this uncertainty
  2. Learn and Remove this uncertainty in 2 stages
  3. Who has that problem? How big of a problem it is? How much they're willing to pay for the solution, in some way, shape, or form? In other words--how painful is this problem for them? What can we create that is going to solve this specific problem? finding out who the customers for your product are and whether the problem you believe you are solving is important to them. More formally, this step involves discovering whether the problem, product and customer hypotheses in your business plan are correct
  4. Problem discovery case study
  5. Solution discovery case study
  6. The goal of this step is to build a repeatable sales road map for the sales and marketing teams that will follow later. The sales road map is the playbook of the proven and repeatable sales process that has been field-tested by successfully selling the product to early customers One of the major outcomes of Customer Validation is a proven and tested sales road map
  7. If you can’t find enough paying customers in the Customer Validation step, the model returns you to Customer Discovery to rediscover what customers want and will pay for
  8. The methodology can be use to discover which marketing channel will work