SlideShare a Scribd company logo
1 of 22
CUSTOMER
DEVELOPMENT
KALEV KAARNA
IDEA LAB IN UNIVERSITY OF TARTU
TARIKH KORULA
(SEEN.CO)
2
Source: http://www.javelin.com/experiment-board.html
?
?CUSTOMER
PROBLEM
SOLUTION
Exp. 1
RISKIEST
ASSUMPTION
<30 YR OLD
CONCERT GOER
TEST &
MEASURE
TOO BUSY & BROKE
TO KEEP UP
SEARCH ENGINE
FOR FINDING
CONCERT VIDEOS
INTERVIEW:
7/10
HOW BIG IS
THE PAIN?
CARE ABOUT
CONCERTS
THEY MISSED?
3
RISKIEST
ASSUMPTION
TEST &
MEASURE
INTERVIEW:
7/10
CARE ABOUT
CONCERTS
THEY MISSED?
RESULTS
LEARNING
VALIDATE,
DIVE DEEPER
THEY CARE, BUT
STILL DO NOT
KNOW HOW BIG
PAIN IS
Exp. 1
4
WHO HAS
BIGGER PAIN?CUSTOMER
PROBLEM
SOLUTION
Exp. 2
RISKIEST
ASSUMPTION
18-24 YR
+ ON SOCIAL MEDIA
+ MUSIC IS PART OF ID
TEST &
MEASURE
CATCHIN UP ON SHOWS
THEY MISSED
WILL THEY SPEND TIME ON
CATCHING UP ON SHOWS
MISSED?
INTERVIEW:
5/10
SEARCH ENGINE
FOR FINDING
CONCERT VIDEOS
5
RISKIEST
ASSUMPTION
TEST &
MEASURE
RESULTS
LEARNING
Only 1
INVALIDATED!
NOT PAINFUL
ENOUGH
WILL THEY SPEND TIME ON
CATCHING UP ON SHOWS
MISSED?
INTERVIEW:
5/10
Exp. 2
6
WHO HAS
BIGGER PAIN?CUSTOMER
PROBLEM
SOLUTION
Exp. 3
RISKIEST
ASSUMPTION
EVENT ORGANIZERS WHO
SEEK SPONSORS
TEST &
MEASURE
MANUALLY CREATING
PDF’S FOR SPONSORS
EVENT ORGANIZERS
WILL PAY FOR DATA
TEST SALE
AUTOMATE THEIR
SPONSORSHIP
FOLLOWUP
7
RISKIEST
ASSUMPTION
TEST &
MEASURE
RESULTS
LEARNING
VALIDATED!
NEXT STEP:
PROVE IT ON
WIDER SCALE
Exp. 3
EVENT ORGANIZERS
WILL PAY FOR DATA
TEST SALE: 1 ORG WILL
PAY 20USD PER PAGE
8
RESULTS
• Angel investors gave money
• 80 000 unique visitors monthly
• 30-40 events summarized daily in June
9
CUSTOMER
PROBLEM
SOLUTION
Exp. 1
RISKIEST
ASSUMPTION
TEST &
MEASURE
Exp. ..
RESULTS
LEARNING
10
LESSONS LEARNED
Pick easier targets
• big pain (pain, gain, job done)
• willingness to pay (pays for
alternatives)
• minimal behavior change or does not
loose anything
11
YOUR SOLUTION CAN BE…
12
LESSONS LEARNED
Getting feedback is not easy
• customer is not going to the analysis
job for you
• prefer “how” & “what” questions
• let tell the story: how customer currently
solves the problem?
• what problems they have? how often?
how big problem it is?
• have customers searched for better
solutions? If not, why not? If yes, what
have they found?
13
LESSONS LEARNED
Customer development is a messy process
• are we validating a problem
• are we validating a customer
• are we validating a solution
• are we validating everything at the same time?
Possible solution: have an anchor
14
LESSONS LEARNED
Customer development is a messy process
Dumbledore tool & field
Psychology Bus tool
Funderful solution
Presenters feedback tool & field
Health Connect tool & general problem
Whatson general problem
Switch general problem
15
HOW TO VALIDATE MY
BUSINESS IDEA?
16
1. ANALOGS AND ANTILOGS
• Google direct competitors and indirect
alternatives
• Find good examples to copy (analogs)
and bad examples to avoid (antilogs)
ACTION:
• Google individually (1-2 people)
• ask people to name analogs and antilogs
TIME TO SPEND: up to 1 HOUR
17
2. SEARCH TEST
• Are people searching online for the
solution?
• Google Adword Tool
• Quora
• Facebook groups
• Forums, etc
ACTION: ask for help from others
TIME TO SPEND: up to 1 HOUR
18
3. LIVE FEEDBACK
• Face-to-face interviews
• Phone or Skype or Hangout interviews
• Is there a problem? How often happens?
• etc.
ACTION: conduct 5-15 interviews
TIME TO SPEND: at least 2 HOURS
19
3. LIVE FEEDBACK
Use our sponsor (350 employees)
Dumbledore HR
Psychology Bus HR
Funderful any alumnus
Presenters feedback sales
Health Connect ? any person/ ?client
Whatson ? any person
Switch ? client
20
4. TEST SALE
• Facebook page or landing page
(quickmvp.com/)
• sign-ups and e-mails
• pre-payment or actual sale
• Sales portals: www.holvi.com (free online shop),
www.cherry.ee (discount outlet),
www.indiegogo.com (crowd funding)
• Test sale in person
• contract
• pre-payment or actual sale
ACTION: Just do it!!!
TIME TO SPEND: at least 2 HOURS
21
MATERIALS
• steveblank.com/category/lean-launchpad/ (more cases)
• customerdevlabs.com/ (more tips!)
• www.leanstartupmachine.com (more videos)
• blog.javelin.com/ (more lessons learned)
• lmalmanza.wordpress.com/2013/02/26/the-first-steps-
validation-board/ (more tips!)
Google keywords:
• Customer validation
• Validation board
• Lean startup
22

More Related Content

Similar to Kaarna idea lab - customer development 2014

Songkick Product Discovery FOWA (Michelle You)
Songkick Product Discovery FOWA (Michelle You)Songkick Product Discovery FOWA (Michelle You)
Songkick Product Discovery FOWA (Michelle You)Michelle You
 
Experiment board - Lean Startup Machine
Experiment board - Lean Startup MachineExperiment board - Lean Startup Machine
Experiment board - Lean Startup MachineLorenzo Dee
 
MirrorMirror: A Mobile Application to Improve Speechreading Acquisition
MirrorMirror: A Mobile Application to Improve Speechreading AcquisitionMirrorMirror: A Mobile Application to Improve Speechreading Acquisition
MirrorMirror: A Mobile Application to Improve Speechreading AcquisitionBenjamin Gorman
 
Session 1 - Introduction to lean and problem interviews
Session 1  - Introduction to lean and problem interviewsSession 1  - Introduction to lean and problem interviews
Session 1 - Introduction to lean and problem interviewsCo-founder Ignitor
 
Startup Weekend - Validate Your Idea, Crash Course in User Research
Startup Weekend - Validate Your Idea, Crash Course in User ResearchStartup Weekend - Validate Your Idea, Crash Course in User Research
Startup Weekend - Validate Your Idea, Crash Course in User Researchingridod
 
How to Succeed as a PM by fmr Native Instrument Dir of Product
How to Succeed as a PM by fmr Native Instrument Dir of ProductHow to Succeed as a PM by fmr Native Instrument Dir of Product
How to Succeed as a PM by fmr Native Instrument Dir of ProductProduct School
 
KY HIghland Investment Corporation EKCEP ICE HOUSE TRAINING PROGRAM
KY HIghland Investment Corporation EKCEP ICE HOUSE TRAINING PROGRAMKY HIghland Investment Corporation EKCEP ICE HOUSE TRAINING PROGRAM
KY HIghland Investment Corporation EKCEP ICE HOUSE TRAINING PROGRAMPeterHackbert
 
Lean startup 101 (Case Study oleh Fajar Anugerah dan Dondi Hananto di Indonesia)
Lean startup 101 (Case Study oleh Fajar Anugerah dan Dondi Hananto di Indonesia)Lean startup 101 (Case Study oleh Fajar Anugerah dan Dondi Hananto di Indonesia)
Lean startup 101 (Case Study oleh Fajar Anugerah dan Dondi Hananto di Indonesia)startupbisnis
 
How to Succeed as a PM by Native Instruments fmr Dir of Product
How to Succeed as a PM by Native Instruments fmr Dir of ProductHow to Succeed as a PM by Native Instruments fmr Dir of Product
How to Succeed as a PM by Native Instruments fmr Dir of ProductProduct School
 
Feedback & Surveys - How to use the Constant Contact Toolkit Part 2
Feedback & Surveys - How to use the Constant Contact Toolkit Part 2Feedback & Surveys - How to use the Constant Contact Toolkit Part 2
Feedback & Surveys - How to use the Constant Contact Toolkit Part 2Frithjof Petscheleit
 
Experience Design : fix experiences, create flow
Experience Design : fix experiences, create flowExperience Design : fix experiences, create flow
Experience Design : fix experiences, create flowRana Chakrabarti
 
What Is Product Excellence by Google Product Manager
What Is Product Excellence by Google Product ManagerWhat Is Product Excellence by Google Product Manager
What Is Product Excellence by Google Product ManagerProduct School
 
Customer Development - Notes from the Field
Customer Development - Notes from the FieldCustomer Development - Notes from the Field
Customer Development - Notes from the FieldChristian Gammill
 
Starting Lean: How to Find Out If Your Business Idea Has Potential In Days an...
Starting Lean: How to Find Out If Your Business Idea Has Potential In Days an...Starting Lean: How to Find Out If Your Business Idea Has Potential In Days an...
Starting Lean: How to Find Out If Your Business Idea Has Potential In Days an...Kissmetrics on SlideShare
 
Usability Testing How To's - EventHandler, London Oct 24th 2013
Usability Testing How To's - EventHandler, London Oct 24th 2013Usability Testing How To's - EventHandler, London Oct 24th 2013
Usability Testing How To's - EventHandler, London Oct 24th 2013Evgenia (Jenny) Grinblo
 
YOUNG 2016 Professione startupper: come fare del digitale la tua impresa
YOUNG 2016 Professione startupper: come fare del digitale la tua impresa YOUNG 2016 Professione startupper: come fare del digitale la tua impresa
YOUNG 2016 Professione startupper: come fare del digitale la tua impresa Andrea Vaccarella
 
How to Use Feedback and Online Surveys to Drive Action
How to Use Feedback and Online Surveys to Drive ActionHow to Use Feedback and Online Surveys to Drive Action
How to Use Feedback and Online Surveys to Drive ActionThe URL Dr.
 
Pretotyping: Crash Test Your Idea - ITESCIA 2015-2016 (English Version)
Pretotyping: Crash Test Your Idea - ITESCIA 2015-2016 (English Version)Pretotyping: Crash Test Your Idea - ITESCIA 2015-2016 (English Version)
Pretotyping: Crash Test Your Idea - ITESCIA 2015-2016 (English Version)André De Sousa
 
UX Without the U Is Your X
UX Without the U Is Your XUX Without the U Is Your X
UX Without the U Is Your XBrandon Ward
 
Get Your Customers To Do The Innovating
Get Your Customers To Do The InnovatingGet Your Customers To Do The Innovating
Get Your Customers To Do The InnovatingScott Bales
 

Similar to Kaarna idea lab - customer development 2014 (20)

Songkick Product Discovery FOWA (Michelle You)
Songkick Product Discovery FOWA (Michelle You)Songkick Product Discovery FOWA (Michelle You)
Songkick Product Discovery FOWA (Michelle You)
 
Experiment board - Lean Startup Machine
Experiment board - Lean Startup MachineExperiment board - Lean Startup Machine
Experiment board - Lean Startup Machine
 
MirrorMirror: A Mobile Application to Improve Speechreading Acquisition
MirrorMirror: A Mobile Application to Improve Speechreading AcquisitionMirrorMirror: A Mobile Application to Improve Speechreading Acquisition
MirrorMirror: A Mobile Application to Improve Speechreading Acquisition
 
Session 1 - Introduction to lean and problem interviews
Session 1  - Introduction to lean and problem interviewsSession 1  - Introduction to lean and problem interviews
Session 1 - Introduction to lean and problem interviews
 
Startup Weekend - Validate Your Idea, Crash Course in User Research
Startup Weekend - Validate Your Idea, Crash Course in User ResearchStartup Weekend - Validate Your Idea, Crash Course in User Research
Startup Weekend - Validate Your Idea, Crash Course in User Research
 
How to Succeed as a PM by fmr Native Instrument Dir of Product
How to Succeed as a PM by fmr Native Instrument Dir of ProductHow to Succeed as a PM by fmr Native Instrument Dir of Product
How to Succeed as a PM by fmr Native Instrument Dir of Product
 
KY HIghland Investment Corporation EKCEP ICE HOUSE TRAINING PROGRAM
KY HIghland Investment Corporation EKCEP ICE HOUSE TRAINING PROGRAMKY HIghland Investment Corporation EKCEP ICE HOUSE TRAINING PROGRAM
KY HIghland Investment Corporation EKCEP ICE HOUSE TRAINING PROGRAM
 
Lean startup 101 (Case Study oleh Fajar Anugerah dan Dondi Hananto di Indonesia)
Lean startup 101 (Case Study oleh Fajar Anugerah dan Dondi Hananto di Indonesia)Lean startup 101 (Case Study oleh Fajar Anugerah dan Dondi Hananto di Indonesia)
Lean startup 101 (Case Study oleh Fajar Anugerah dan Dondi Hananto di Indonesia)
 
How to Succeed as a PM by Native Instruments fmr Dir of Product
How to Succeed as a PM by Native Instruments fmr Dir of ProductHow to Succeed as a PM by Native Instruments fmr Dir of Product
How to Succeed as a PM by Native Instruments fmr Dir of Product
 
Feedback & Surveys - How to use the Constant Contact Toolkit Part 2
Feedback & Surveys - How to use the Constant Contact Toolkit Part 2Feedback & Surveys - How to use the Constant Contact Toolkit Part 2
Feedback & Surveys - How to use the Constant Contact Toolkit Part 2
 
Experience Design : fix experiences, create flow
Experience Design : fix experiences, create flowExperience Design : fix experiences, create flow
Experience Design : fix experiences, create flow
 
What Is Product Excellence by Google Product Manager
What Is Product Excellence by Google Product ManagerWhat Is Product Excellence by Google Product Manager
What Is Product Excellence by Google Product Manager
 
Customer Development - Notes from the Field
Customer Development - Notes from the FieldCustomer Development - Notes from the Field
Customer Development - Notes from the Field
 
Starting Lean: How to Find Out If Your Business Idea Has Potential In Days an...
Starting Lean: How to Find Out If Your Business Idea Has Potential In Days an...Starting Lean: How to Find Out If Your Business Idea Has Potential In Days an...
Starting Lean: How to Find Out If Your Business Idea Has Potential In Days an...
 
Usability Testing How To's - EventHandler, London Oct 24th 2013
Usability Testing How To's - EventHandler, London Oct 24th 2013Usability Testing How To's - EventHandler, London Oct 24th 2013
Usability Testing How To's - EventHandler, London Oct 24th 2013
 
YOUNG 2016 Professione startupper: come fare del digitale la tua impresa
YOUNG 2016 Professione startupper: come fare del digitale la tua impresa YOUNG 2016 Professione startupper: come fare del digitale la tua impresa
YOUNG 2016 Professione startupper: come fare del digitale la tua impresa
 
How to Use Feedback and Online Surveys to Drive Action
How to Use Feedback and Online Surveys to Drive ActionHow to Use Feedback and Online Surveys to Drive Action
How to Use Feedback and Online Surveys to Drive Action
 
Pretotyping: Crash Test Your Idea - ITESCIA 2015-2016 (English Version)
Pretotyping: Crash Test Your Idea - ITESCIA 2015-2016 (English Version)Pretotyping: Crash Test Your Idea - ITESCIA 2015-2016 (English Version)
Pretotyping: Crash Test Your Idea - ITESCIA 2015-2016 (English Version)
 
UX Without the U Is Your X
UX Without the U Is Your XUX Without the U Is Your X
UX Without the U Is Your X
 
Get Your Customers To Do The Innovating
Get Your Customers To Do The InnovatingGet Your Customers To Do The Innovating
Get Your Customers To Do The Innovating
 

More from Center of Competence TSENTER

Tootmisjuhtimise meistriklass - muutuste juhtimine ja hinnakujundus
Tootmisjuhtimise meistriklass - muutuste juhtimine ja hinnakujundusTootmisjuhtimise meistriklass - muutuste juhtimine ja hinnakujundus
Tootmisjuhtimise meistriklass - muutuste juhtimine ja hinnakujundusCenter of Competence TSENTER
 
Millise ideega saad sina 30 aastaselt pensionile minna
Millise ideega saad sina 30 aastaselt pensionile minnaMillise ideega saad sina 30 aastaselt pensionile minna
Millise ideega saad sina 30 aastaselt pensionile minnaCenter of Competence TSENTER
 
Ideelabor - Kuidas panna tööle passiivne tiimiliige
Ideelabor - Kuidas panna tööle passiivne tiimiliigeIdeelabor - Kuidas panna tööle passiivne tiimiliige
Ideelabor - Kuidas panna tööle passiivne tiimiliigeCenter of Competence TSENTER
 
TÜ ideelabor: Sina, ettevõtlus, keskkond ja äriplaan
TÜ ideelabor: Sina, ettevõtlus, keskkond ja äriplaanTÜ ideelabor: Sina, ettevõtlus, keskkond ja äriplaan
TÜ ideelabor: Sina, ettevõtlus, keskkond ja äriplaanCenter of Competence TSENTER
 

More from Center of Competence TSENTER (18)

Tsentri teenused 2018 I poolaasta
Tsentri teenused 2018 I poolaastaTsentri teenused 2018 I poolaasta
Tsentri teenused 2018 I poolaasta
 
Tootmisjuhtimise meistriklass - muutuste juhtimine ja hinnakujundus
Tootmisjuhtimise meistriklass - muutuste juhtimine ja hinnakujundusTootmisjuhtimise meistriklass - muutuste juhtimine ja hinnakujundus
Tootmisjuhtimise meistriklass - muutuste juhtimine ja hinnakujundus
 
Tootmisjuhtimise meistriklass - ärimudel
Tootmisjuhtimise meistriklass - ärimudelTootmisjuhtimise meistriklass - ärimudel
Tootmisjuhtimise meistriklass - ärimudel
 
Idea Lab - SSE Riga 2014
Idea Lab - SSE Riga 2014Idea Lab - SSE Riga 2014
Idea Lab - SSE Riga 2014
 
Ideelabor - kuidas väikese eelarvega turundada?
Ideelabor -  kuidas väikese eelarvega turundada?Ideelabor -  kuidas väikese eelarvega turundada?
Ideelabor - kuidas väikese eelarvega turundada?
 
Kuidas teha oma organisatsiooniga arenguhüpe?
Kuidas teha oma organisatsiooniga arenguhüpe?Kuidas teha oma organisatsiooniga arenguhüpe?
Kuidas teha oma organisatsiooniga arenguhüpe?
 
Kaarna kuidas teha argine idee sütitavaks
Kaarna   kuidas teha argine idee sütitavaksKaarna   kuidas teha argine idee sütitavaks
Kaarna kuidas teha argine idee sütitavaks
 
Millise ideega saad sina 30 aastaselt pensionile minna
Millise ideega saad sina 30 aastaselt pensionile minnaMillise ideega saad sina 30 aastaselt pensionile minna
Millise ideega saad sina 30 aastaselt pensionile minna
 
Ideelabor - Kuidas panna tööle passiivne tiimiliige
Ideelabor - Kuidas panna tööle passiivne tiimiliigeIdeelabor - Kuidas panna tööle passiivne tiimiliige
Ideelabor - Kuidas panna tööle passiivne tiimiliige
 
Ideelabor2014
Ideelabor2014Ideelabor2014
Ideelabor2014
 
Ideelabor: turundus või purundus?
Ideelabor: turundus või purundus?Ideelabor: turundus või purundus?
Ideelabor: turundus või purundus?
 
TÜ ideelabor: Sina, ettevõtlus, keskkond ja äriplaan
TÜ ideelabor: Sina, ettevõtlus, keskkond ja äriplaanTÜ ideelabor: Sina, ettevõtlus, keskkond ja äriplaan
TÜ ideelabor: Sina, ettevõtlus, keskkond ja äriplaan
 
Tü ideelabor: äriidee kiirtest
Tü ideelabor: äriidee kiirtestTü ideelabor: äriidee kiirtest
Tü ideelabor: äriidee kiirtest
 
Ideelabori koolitus: ärimudelid 11.09.2013
Ideelabori koolitus: ärimudelid 11.09.2013Ideelabori koolitus: ärimudelid 11.09.2013
Ideelabori koolitus: ärimudelid 11.09.2013
 
Projektijuhtimise esmased nipid
Projektijuhtimise esmased nipidProjektijuhtimise esmased nipid
Projektijuhtimise esmased nipid
 
Kuidas oma idee ellu viia?
Kuidas oma idee ellu viia?Kuidas oma idee ellu viia?
Kuidas oma idee ellu viia?
 
15.sept ideelabori tutvustus
15.sept ideelabori tutvustus15.sept ideelabori tutvustus
15.sept ideelabori tutvustus
 
Kaarna-CHECK-IN 14-09-2012
Kaarna-CHECK-IN 14-09-2012Kaarna-CHECK-IN 14-09-2012
Kaarna-CHECK-IN 14-09-2012
 

Recently uploaded

Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
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
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
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
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGSujit Pal
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
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
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
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
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 

Recently uploaded (20)

Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
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
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
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
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
Google AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAGGoogle AI Hackathon: LLM based Evaluator for RAG
Google AI Hackathon: LLM based Evaluator for RAG
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
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
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
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
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 

Kaarna idea lab - customer development 2014

Editor's Notes

  1. 30 aastase ajalooga USA finantstarkvara firma Intuit kaalus kas tuua välja mobiilpangarakendus või mitte. Nad polnud kindlad, kas inimesed seda kasutada tahavad. Ikkagi uus asi ju. Nad otsustasid testida. Ehitasid valmis lahenduse esimese lihtsa versiooni ja… … läksid muhvineid müüma. Idee oli lihtne – muhvin maksis sularahas tasudes 2$, mobiilpanga rakenduse abil tasudes 1$. Nad tahtsid näha kas inimesed viitsivad selle rakendusega „jännata“ ning kas saavad sellega hakkama. Intuit sai sellest katsest, õigemini katsete seeriast, kinnitust õigel kursil olemisele. Nad tõid rakenduse turule ja täna moodustab see olulise osa nende ärist.