SlideShare a Scribd company logo
1 of 87
The     science
of product
development
                    James Birchler (@JamesBirchler)
                   VP Engineering Management, IMVU
   Los Angeles Lean Startup Circle, December 7, 2011
Questions & comments?

      @jamesbirchler
The
scientific method
        is
      based
       on
experimentation
$
                                  IMVU Revenue Growth
Qtr   Q1'06 Q2'06 Q3'06 Q4'06 Q1'07 Q2'07 Q3'07 Q4'07 Q1'08 Q2'08 Q3'08 Q4'08 Q1'09 Q2'09 Q3'09 Q4'09
$
                                  IMVU Revenue Growth
Qtr   Q1'06 Q2'06 Q3'06 Q4'06 Q1'07 Q2'07 Q3'07 Q4'07 Q1'08 Q2'08 Q3'08 Q4'08 Q1'09 Q2'09 Q3'09 Q4'09
@copernicus
#inquisition
@copernicus
#inquisition
@copernicus
@Giordano_Bruno
@Giordano_Bruno
@Galileo
@Galileo
@Galileo
@Jamesbirchler
Experimentation
IS GOOD
RIGHT?
Ask Question
                   Got
 Do Research

 Hypothesis
                 Science?
    Test

Analyze Data

 Conclusion

Report Results
Question



    Results                              Research




               Scientific
Conclusion
                Method                       Hypothesis




             Analyze
              Data                Test
Question



    Results                              Research




                  Scientific                              #leanstartup
Conclusion
                   Method                    Hypothesis




             Analyze
              Data                Test
Question



    Results                              Research
                                                                 Quack.


                  Scientific                                       #leanstartup
Conclusion
                   Method                    Hypothesis




             Analyze
              Data                Test       An Alleged “duck”
Ask Question


 Do Research

 Hypothesis


    Test


Analyze Data


 Conclusion


Report Results




        Looks a lot like the scientific method (it is!)…
culture of
Experimentation
Okay, I’ll run an
    Okay, I’ll run an
                         Okay, I’ll run an    experiment!                   Okay, I’ll run
     experiment!                                          Okay, I’ll run an
                          experiment!                                        experiment
                                                            experiment!


                                                                 Okay, I’ll run an
                                                                  experiment!


Let’s keep this
         Okay, I’ll run an
   simple!                                             Okay, I’ll run an
           experiment!
                          Prove your idea               experiment!
                            is the best!
Keep it
simple
if( setup_experiment(...) == "control" ) {

    // do it the old way

} else {

// do it the new way
                               Simple
                                To code
}
Simple
To manage
Simple
To share
embrace
failure
Freedom
    to
Experiment
What could possibly go wrong?
simple
   to
Screw up
What Not to do
Do this: Start with use cases


                                X


                                X
– Laura Klein, Principal, Users Know
Product
Development
Measure
5
whys
   Root Cause:
     Fix this!
Process
Experiments
Dogma
Handling Interrupts…
Scrum 2.0: Continuous Planning
Keep your team Together…


                  •
                  •
                  •
Have a “Fixer”
Technical Project Reviews…

                   •
                   •
                   •
                   •
Small Team + No rules=Big Win
Self Selecting Teams…


                    •
                    •
Shake things up
Recap…
credits   Thanks

More Related Content

Viewers also liked

SF Lean Startup Circle: The New Science of Product Development
SF Lean Startup Circle: The New Science of Product DevelopmentSF Lean Startup Circle: The New Science of Product Development
SF Lean Startup Circle: The New Science of Product DevelopmentJames Birchler
 
The Lean Startup - Visual Summary
The Lean Startup - Visual SummaryThe Lean Startup - Visual Summary
The Lean Startup - Visual SummaryBrett Suddreth
 
MVP Design Hacks: Rocket Fuel for Lean Teams
MVP Design Hacks: Rocket Fuel for Lean TeamsMVP Design Hacks: Rocket Fuel for Lean Teams
MVP Design Hacks: Rocket Fuel for Lean TeamsAmy Jo Kim
 
The Anatomy Of A Modern Marketer
The Anatomy Of A Modern MarketerThe Anatomy Of A Modern Marketer
The Anatomy Of A Modern MarketerCraig Pladson
 
Building trust and safety in p2p market places - Beriln Startup Camp 2013
Building trust and safety in p2p market places - Beriln Startup Camp 2013Building trust and safety in p2p market places - Beriln Startup Camp 2013
Building trust and safety in p2p market places - Beriln Startup Camp 2013Daan Loening
 
Building a MVP - Validating startup ideas - lean startup - Google Launchpad B...
Building a MVP - Validating startup ideas - lean startup - Google Launchpad B...Building a MVP - Validating startup ideas - lean startup - Google Launchpad B...
Building a MVP - Validating startup ideas - lean startup - Google Launchpad B...Daan Loening
 
Lean Startup Basics - Evidence Based Entrepreneurship
Lean Startup Basics - Evidence Based EntrepreneurshipLean Startup Basics - Evidence Based Entrepreneurship
Lean Startup Basics - Evidence Based EntrepreneurshipKelly Schwedland
 
Pourquoi les PowerPoint sont lamentables
Pourquoi les PowerPoint sont lamentablesPourquoi les PowerPoint sont lamentables
Pourquoi les PowerPoint sont lamentablessimpleslide.com
 
Minimum Viable Product
Minimum Viable ProductMinimum Viable Product
Minimum Viable ProductEric Ries
 
MVP: Minimum Viable Product vs. Maximum Value Product
MVP:  Minimum Viable Product vs. Maximum Value ProductMVP:  Minimum Viable Product vs. Maximum Value Product
MVP: Minimum Viable Product vs. Maximum Value ProductLiquid Reality
 
How to create your Minimum Viable Product - Raff Paquin
How to create your Minimum Viable Product - Raff PaquinHow to create your Minimum Viable Product - Raff Paquin
How to create your Minimum Viable Product - Raff PaquinRaff Paquin
 

Viewers also liked (13)

SF Lean Startup Circle: The New Science of Product Development
SF Lean Startup Circle: The New Science of Product DevelopmentSF Lean Startup Circle: The New Science of Product Development
SF Lean Startup Circle: The New Science of Product Development
 
The Lean Startup - Visual Summary
The Lean Startup - Visual SummaryThe Lean Startup - Visual Summary
The Lean Startup - Visual Summary
 
The Lean Startup
The Lean StartupThe Lean Startup
The Lean Startup
 
From IDEA to MVP
From IDEA to MVPFrom IDEA to MVP
From IDEA to MVP
 
MVP Design Hacks: Rocket Fuel for Lean Teams
MVP Design Hacks: Rocket Fuel for Lean TeamsMVP Design Hacks: Rocket Fuel for Lean Teams
MVP Design Hacks: Rocket Fuel for Lean Teams
 
The Anatomy Of A Modern Marketer
The Anatomy Of A Modern MarketerThe Anatomy Of A Modern Marketer
The Anatomy Of A Modern Marketer
 
Building trust and safety in p2p market places - Beriln Startup Camp 2013
Building trust and safety in p2p market places - Beriln Startup Camp 2013Building trust and safety in p2p market places - Beriln Startup Camp 2013
Building trust and safety in p2p market places - Beriln Startup Camp 2013
 
Building a MVP - Validating startup ideas - lean startup - Google Launchpad B...
Building a MVP - Validating startup ideas - lean startup - Google Launchpad B...Building a MVP - Validating startup ideas - lean startup - Google Launchpad B...
Building a MVP - Validating startup ideas - lean startup - Google Launchpad B...
 
Lean Startup Basics - Evidence Based Entrepreneurship
Lean Startup Basics - Evidence Based EntrepreneurshipLean Startup Basics - Evidence Based Entrepreneurship
Lean Startup Basics - Evidence Based Entrepreneurship
 
Pourquoi les PowerPoint sont lamentables
Pourquoi les PowerPoint sont lamentablesPourquoi les PowerPoint sont lamentables
Pourquoi les PowerPoint sont lamentables
 
Minimum Viable Product
Minimum Viable ProductMinimum Viable Product
Minimum Viable Product
 
MVP: Minimum Viable Product vs. Maximum Value Product
MVP:  Minimum Viable Product vs. Maximum Value ProductMVP:  Minimum Viable Product vs. Maximum Value Product
MVP: Minimum Viable Product vs. Maximum Value Product
 
How to create your Minimum Viable Product - Raff Paquin
How to create your Minimum Viable Product - Raff PaquinHow to create your Minimum Viable Product - Raff Paquin
How to create your Minimum Viable Product - Raff Paquin
 

Similar to The New Science of Product Development

James birchler learning_from_experiments_at_imvu_sllconf_2011
James birchler learning_from_experiments_at_imvu_sllconf_2011James birchler learning_from_experiments_at_imvu_sllconf_2011
James birchler learning_from_experiments_at_imvu_sllconf_2011Eric Ries
 
James birchler learning_from_experiments_at_imvu_sllconf_2011
James birchler learning_from_experiments_at_imvu_sllconf_2011James birchler learning_from_experiments_at_imvu_sllconf_2011
James birchler learning_from_experiments_at_imvu_sllconf_2011Eric Ries
 
Scientific method
Scientific methodScientific method
Scientific methodewaszolek
 
The Science Of Troubleshooting
The Science Of TroubleshootingThe Science Of Troubleshooting
The Science Of TroubleshootingShawn Button
 
Module 2 the scientific method
Module 2   the scientific methodModule 2   the scientific method
Module 2 the scientific methodpamiepk
 
Module 2 the scientific method
Module 2   the scientific methodModule 2   the scientific method
Module 2 the scientific methodpamiepk
 
QUARTER 1 WEEK 1 Describe the Components of Scientific Investigation.pptx
QUARTER 1 WEEK 1 Describe the Components of Scientific Investigation.pptxQUARTER 1 WEEK 1 Describe the Components of Scientific Investigation.pptx
QUARTER 1 WEEK 1 Describe the Components of Scientific Investigation.pptxHAZEL976436
 
The Scientific Method
The Scientific MethodThe Scientific Method
The Scientific Methodkcollazo
 
The Scientific Method
The Scientific MethodThe Scientific Method
The Scientific Methodtscheuch
 
The Scientific Method and a Guide Through it
The Scientific Method and a Guide Through itThe Scientific Method and a Guide Through it
The Scientific Method and a Guide Through itreadergirl186
 
Custom Lab Manual  UMUC Physical Science NSCI 101103 .docx
Custom Lab Manual  UMUC Physical Science NSCI 101103 .docxCustom Lab Manual  UMUC Physical Science NSCI 101103 .docx
Custom Lab Manual  UMUC Physical Science NSCI 101103 .docxfaithxdunce63732
 
The Scientific Method of Experimentation by Google PM
The Scientific Method of Experimentation by Google PMThe Scientific Method of Experimentation by Google PM
The Scientific Method of Experimentation by Google PMProduct School
 

Similar to The New Science of Product Development (20)

James birchler learning_from_experiments_at_imvu_sllconf_2011
James birchler learning_from_experiments_at_imvu_sllconf_2011James birchler learning_from_experiments_at_imvu_sllconf_2011
James birchler learning_from_experiments_at_imvu_sllconf_2011
 
James birchler learning_from_experiments_at_imvu_sllconf_2011
James birchler learning_from_experiments_at_imvu_sllconf_2011James birchler learning_from_experiments_at_imvu_sllconf_2011
James birchler learning_from_experiments_at_imvu_sllconf_2011
 
Scientific method
Scientific methodScientific method
Scientific method
 
The Science Of Troubleshooting
The Science Of TroubleshootingThe Science Of Troubleshooting
The Science Of Troubleshooting
 
Science Inquiry 2
Science Inquiry 2Science Inquiry 2
Science Inquiry 2
 
Scientific method ii
Scientific method iiScientific method ii
Scientific method ii
 
Module 2 the scientific method
Module 2   the scientific methodModule 2   the scientific method
Module 2 the scientific method
 
Module 2 the scientific method
Module 2   the scientific methodModule 2   the scientific method
Module 2 the scientific method
 
QUARTER 1 WEEK 1 Describe the Components of Scientific Investigation.pptx
QUARTER 1 WEEK 1 Describe the Components of Scientific Investigation.pptxQUARTER 1 WEEK 1 Describe the Components of Scientific Investigation.pptx
QUARTER 1 WEEK 1 Describe the Components of Scientific Investigation.pptx
 
The Scientific Method
The Scientific MethodThe Scientific Method
The Scientific Method
 
Scientific method
Scientific methodScientific method
Scientific method
 
The Scientific Method
The Scientific MethodThe Scientific Method
The Scientific Method
 
The scientificinvestigation
The scientificinvestigationThe scientificinvestigation
The scientificinvestigation
 
The Scientific Method and a Guide Through it
The Scientific Method and a Guide Through itThe Scientific Method and a Guide Through it
The Scientific Method and a Guide Through it
 
Custom Lab Manual  UMUC Physical Science NSCI 101103 .docx
Custom Lab Manual  UMUC Physical Science NSCI 101103 .docxCustom Lab Manual  UMUC Physical Science NSCI 101103 .docx
Custom Lab Manual  UMUC Physical Science NSCI 101103 .docx
 
Science Inquiry: Conclusion
Science Inquiry:  ConclusionScience Inquiry:  Conclusion
Science Inquiry: Conclusion
 
The Scientific Method of Experimentation by Google PM
The Scientific Method of Experimentation by Google PMThe Scientific Method of Experimentation by Google PM
The Scientific Method of Experimentation by Google PM
 
Lean Design Concepts
Lean Design ConceptsLean Design Concepts
Lean Design Concepts
 
Sm
SmSm
Sm
 
Scientific method
Scientific methodScientific method
Scientific method
 

Recently uploaded

WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilV3cube
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 

Recently uploaded (20)

WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Developing An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of BrazilDeveloping An App To Navigate The Roads of Brazil
Developing An App To Navigate The Roads of Brazil
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 

The New Science of Product Development