SlideShare a Scribd company logo
Introduction to Lean Startup & Lean User Experience Design
"All men dream: but not equally. Those that dream
by night in the dusty recesses of their minds wake
in the day to find that it was in vanity: but the
dreamers of the day are dangerous men, for they
may act their dreams with open eyes, to make it
possible."
- T.E. Lawrence, "Lawrence of Arabia"
WHO ARE WE?
WILL EVANS

THOMAS WENDT

Managing Director

UX Strategist

The Library Corporation

Surrounding Signifiers

will@tlclabs.co
@semanticwill

thomas@srsg.co
@thomas_wendt

#NYInnovates
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
The problem with many startups is that you spend months
or years doing research, writing requirements, designing
and building software…
and discover no customer or user cares.
Introduction to Lean Startup & Lean User Experience Design
It Started With a Question
If startups fail from a lack of customers not
product development failure…

Then why do we have:
•  A process for product development?
•  No process for customer development?
Lean* UX
#WTF?
*By Lean UX
most people really mean
“UX in the context of
the Lean Startup Method”
Term coined by Janice Fraser, Founder of LUXR
“Waste is any human activity
which absorbs resources, but
creates no value.”
- James P Womak and Daniel T. Jones, Lean Thinking
Over the past 35 years, design &
development, much like Waterfall*,
accumulated a lot of wasteful, timeconsuming, CYA practices that delivered
no discernable value to the business or to
customers.
Waterfall is a pejorative term used by Agilistas to describe traditional SDLC
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
A post-positivist apologetics of a “movement”.

WHAT IS LEAN STARTUP?
Introduction to Lean Startup & Lean User Experience Design
“A Startup is a human institution
designed to deliver a product or service
under conditions of
extreme uncertainty”
– Eric Ries
If you can't describe what you are
doing as a process, you don't know
what you're doing.
- W. Edwards Deming
Introduction to Lean Startup & Lean User Experience Design
Zach Nies
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
SO, THIS…
Your team should maximize for:

LEARNING
FOCUS
While Minimizing:

CYCLE TIME
Introduction to Lean Startup & Lean User Experience Design
SOME BASIC TENETS
Uncover your customers’ pain points through research
Invalidate your assumptions
Generate many problem options
Frame problem options as hypotheses
Embrace multi-solutions experiments
Learning isn’t failure
Amplify what works
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
DIFFUSION OF INNOVATION
Core Lean Startup Concepts
GOOB (GET OUT OF THE BUILDING)
Hypotheses, Not Requirements
Focus on Learning
Use Iterative Design & Testing
Small Batches = Less Risk
Practice “Respect for People”
Perform Root Cause Analysis – 5 Whys
Deconstructing Lean Startup
1.  Most teams don't start with a customer hypothesis; they work
backwards from a solution hypothesis.
2.  Because teams start with a solution hypothesis, it's almost
impossible for them to generate multiple hypotheses for testing.

3.  GOOB, when done poorly, is particularly prone to confirmation bias
4.  Formulating hypotheses & stating assumptions is hard.
5.  Designing reliable experiments is a skill that takes time to learn
6.  People new to customer research are really bad!
7.  When a customer interview is guided, it almost never provides
opportunity for serendipitous insights to emerge.
WHAT LEANUX?
is
PRINCIPLES OF LEAN UX
•  Balanced team
Design + PM + Development = One team

• 
• 
• 
• 
• 
• 
• 

Externalize thought process
Flow: Think > Make > Check
Research to understand Problem Space
No proxies between customers and team
Collaborative Sense-making
Generative Ideation: It’s about optionality
Formulate many small tests & measure outcome
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
HOW DO WE MAKE SENSE OF THE WORLD SO THAT WE CAN ACT?

SENSEMAKING
LEAN STARTUP BERRYPICKING MODEL
CYNEFIN
The place of your multiple
affiliations or belongings.
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
COLLABORATIVE DESIGN

CREATING OPTIONS
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
CREATE
PITCH
CRITIQUE
TECHNICALLY THIS IS CALLED A CHARRETTE*.
A MOST MISUNDERSTOOD TERM

MINIMUM VIABLE PRODUCT
WHAT IS AN MVP?

“The minimum amount of effort you have to do to
complete exactly one turn of the Build-MeasureLearn feedback loop.”
Introduction to Lean Startup & Lean User Experience Design
Your team should maximize for:

LEARNING
FOCUS
While Minimizing:

CYCLE TIME
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
4 KINDS OF MVP
Exploration
An interaction with the customer that focuses on investigation his or her
problems to understand past behavior and see if it is top of mind

Pitch
An interaction with the customer that attempt to sell the product to a
customer in exchange for some form of currency: time, money, or work.

Concierge
Delivering the product as a service to the customer to see if the delivery
matches the customer’s expectations.

Prototype
A small, testable model whose sole purpose is to get feedback from a
customer.
A danger with iterating through
prototypes during the solution interview
stage is that it is quite easy to get carried
away and end up with more than you
need for you MVP.
In order to reduce waste and speed up
learning, you need to pare down your
prototypes so that all you have left is the
essence of your product:
The MVP.
Reducing the scope of your MVP not only
shortens your development cycle, but also
removes unnecessary distractions that
dilute your products messaging.
Your MVP should be like a great reduction sauce –

concentrated, intense, and flavorful.
STEPS TO MVP
1. 
2. 
3. 
4. 

Start with your customer
Start with the Number One Problem
Eliminate nice-to-haves & don’t-needs
Repeat Step 3 for your Number Two & Number 3
Problems
5.  Consider other customer requests – prioritize
them as well
6.  Charge from day one (if you can)
7.  Focus on learning, not optimization or scaling
Introduction to Lean Startup & Lean User Experience Design
MINIMUM SUCCESS CRITERIA
• 
• 
• 
• 

Show to X number of people?
What is the conversion rate?
What % of people will validate?
What is the minimum “signal” for
you to continue with this?
•  Who will give you currency?
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
METRICS & MEASUREMENT
Introduction to Lean Startup & Lean User Experience Design
Introduction to Lean Startup & Lean User Experience Design
In a project, the purpose of
analytics is to find your way to the
right solution before your money
runs out.
Introduction to Lean Startup & Lean User Experience Design
WHAT MAKES A GOOD METRIC?
A good metric is comparative
Being able to compare a metric to other time periods, groups of users, or
competitors helps you understand how things are moving

A good metric is understandable
If teams can’t remember and discuss your most important business KPIs, its
much harder to use data for for collaborative decision making

A good metric is a ratio or a rate
• 
• 
• 

Ratios are easier to act upon
Ratios are inherently comparative
Ratios are good for uncovering interesting tensions between
apparently opposed forces
Introduction to Lean Startup & Lean User Experience Design
VANITY VS ACTIONABLE METRICS
Vanity metrics might make you feel
all awesome and shit, but they don’t
change how you act.
Actionable metrics change your
behavior by helping you choose a
course of action.
Introduction to Lean Startup & Lean User Experience Design
Counting followers and friends is nothing more
than a popularity contest. It’s useless. It doesn’t
tell your team what action to take next.
Introduction to Lean Startup & Lean User Experience Design
EIGHT VANITY METRICS TO AVOID
• 
• 
• 
• 
• 
• 
• 
• 

Number of page views
Number of unique visitors
Number of followers
Number of likes
Number of comments
Time on site
Emails collected
Number of downloads
A QUICK REVIEW
Introduction to Lean Startup & Lean User Experience Design
LEAN UX CYCLE
PRINCIPLES OF LEAN UX
•  Balanced team
Design + PM + Development = One team

• 
• 
• 
• 
• 
• 
• 

Externalize thought process
Flow: Think > Make > Check
Research to understand Problem Space
No proxies between customers and team
Collaborative Sense-making
Generative Ideation: It’s about optionality
Formulate many small tests & measure outcome
Your startup should maximize for:

LEARNING
FOCUS
while minimizing:

CYCLE TIME
READING RECOMMENDATIONS
 	
  
WILL EVANS

THOMAS WENDT

@semanticwill
will@tlclabs.co

@thomas_wendt
thomas@srsg.co

Thanks!

More Related Content

PPTX
Lean Startup Zurich- An Introduction to Lean Startup Methodology
PDF
UX Fundamentals for Beginners
PPT
Everybody Lies: Rapid Cadence Research & Usability Testing
PDF
UX Cambridge 2017- Three Steps Workshop
PDF
Emergent UX: Seducing the Six Minds - Full Talk
PPTX
Lean UX workshop - Part Two
PDF
UX Insights from a Drunk Guy
PDF
Best Practice For UX Deliverables - Eventhandler, London, 05 March 2014
Lean Startup Zurich- An Introduction to Lean Startup Methodology
UX Fundamentals for Beginners
Everybody Lies: Rapid Cadence Research & Usability Testing
UX Cambridge 2017- Three Steps Workshop
Emergent UX: Seducing the Six Minds - Full Talk
Lean UX workshop - Part Two
UX Insights from a Drunk Guy
Best Practice For UX Deliverables - Eventhandler, London, 05 March 2014

What's hot (20)

PDF
UX Fundamentals for Startups
PPTX
Why UX #FAILS (with notes)
PDF
Content Structure & UX Guide by Kayak
PDF
Product Strategy for UXers
PDF
User testingwebinar delljulievittengl-presentationslides
PDF
Building Buy-In: 
Internally Positioning UX 
for Executive Impact. BigDesign...
PDF
5 Strategies to Maximize your UX Influence
PDF
Lean UX Workshop
PPTX
Prototyping Ideas
PDF
The People Formerly Known as the Consumer
PDF
The 7 Most Common Usability Issues
PPTX
Agile + Lean Startup principles + Lean UX -> How to make it all work together!
PDF
Field Research At The Speed Of Business
PDF
Collaborative Brainstorming for Better UX Workshop
PDF
5 UX Mistakes that are killing your products
PDF
Product Design using Lean UX
PDF
User experience doesn't happen on a screen: It happens in the mind.
PDF
Introduction to Design Thinking and UX Research
PDF
Lean User Research - UXPA 2013 Workshop
PDF
Website Usability & User Experience: Veel bezoekers, weinig klanten?
UX Fundamentals for Startups
Why UX #FAILS (with notes)
Content Structure & UX Guide by Kayak
Product Strategy for UXers
User testingwebinar delljulievittengl-presentationslides
Building Buy-In: 
Internally Positioning UX 
for Executive Impact. BigDesign...
5 Strategies to Maximize your UX Influence
Lean UX Workshop
Prototyping Ideas
The People Formerly Known as the Consumer
The 7 Most Common Usability Issues
Agile + Lean Startup principles + Lean UX -> How to make it all work together!
Field Research At The Speed Of Business
Collaborative Brainstorming for Better UX Workshop
5 UX Mistakes that are killing your products
Product Design using Lean UX
User experience doesn't happen on a screen: It happens in the mind.
Introduction to Design Thinking and UX Research
Lean User Research - UXPA 2013 Workshop
Website Usability & User Experience: Veel bezoekers, weinig klanten?
Ad

Similar to Introduction to Lean Startup & Lean User Experience Design (20)

PDF
Introduction to Lean UX
PDF
New Models of Purpose-Driven Exploration in Knowledge Work
PPTX
Lean Startup - Think Big, Act Small, Learn Fast
PPTX
Lean startup notes
PDF
Lean Startup Introduction - EFYI'16 - Slides
PPTX
Lean startup
PDF
Lean Startup talk at Business Bootcamp, Brunel
PDF
Charla Lean Startup
PDF
Demystifying Lean Startups
PDF
Leanspark Sofia 2011 - Intro to Lean, Lean Startup, Agile, Business Model Inn...
PDF
LeanUX is a Useful F*&king Lie
PDF
UX STRAT 2013: Josh Seiden, Lean UX + UX STRAT
PPTX
The Lean Startup Basics and Intro for Beginners
PPTX
"Lean" Product Management
PPTX
Lean startupworkshop
PPTX
Lean Startup in eHealth
PDF
10 steps to product/market fit
PDF
Innovation Accounting by Ash Maurya
PDF
Lived It Lecture - Brant Cooper - Entrepreneurship 101 (2012/2013)
PDF
Presentation to Masters of Entrepreneurship Students in Lux
Introduction to Lean UX
New Models of Purpose-Driven Exploration in Knowledge Work
Lean Startup - Think Big, Act Small, Learn Fast
Lean startup notes
Lean Startup Introduction - EFYI'16 - Slides
Lean startup
Lean Startup talk at Business Bootcamp, Brunel
Charla Lean Startup
Demystifying Lean Startups
Leanspark Sofia 2011 - Intro to Lean, Lean Startup, Agile, Business Model Inn...
LeanUX is a Useful F*&king Lie
UX STRAT 2013: Josh Seiden, Lean UX + UX STRAT
The Lean Startup Basics and Intro for Beginners
"Lean" Product Management
Lean startupworkshop
Lean Startup in eHealth
10 steps to product/market fit
Innovation Accounting by Ash Maurya
Lived It Lecture - Brant Cooper - Entrepreneurship 101 (2012/2013)
Presentation to Masters of Entrepreneurship Students in Lux
Ad

More from William Evans (20)

PDF
Empowering Agile Self-Organized Teams With Design Thinking
PDF
Facilitating Complexity: Methods & Mindsets for Exploration
PDF
Leading Organizational Design and Transformation
PDF
On Context: Methods and Mindsets for Situational Awareness
PDF
On Branding: Turning Emotion into Connection
PDF
Dispositioning Advantage: A Pervert's Guide to Strategy Design
PDF
Facilitating Complexity: A Pervert's Guide to Exploration
PDF
LeanUX: Problem Framing Using the 4 Ws
PDF
Good Design is Honest: Cognitive Science to UX Design Principles
PDF
LeanUX14
PDF
ReDesigned to Disrupt
PDF
Introduction to Kanban for Creative Agencies
PPTX
Design Ethnography for Lean Teams
PPT
Promiscuous pairing
PDF
Modeling Leadership for #LeanUXNYC
PPT
Introduction to UX Research: Conducting Focus Groups
PPTX
Customer Research & Persona Development
PPTX
Concierge & Pitch MVP
PPT
Introduction to UX Research: Designing Surveys That Don't Suck!
PPT
Introduction to UX Research: Conducting Focus Groups
Empowering Agile Self-Organized Teams With Design Thinking
Facilitating Complexity: Methods & Mindsets for Exploration
Leading Organizational Design and Transformation
On Context: Methods and Mindsets for Situational Awareness
On Branding: Turning Emotion into Connection
Dispositioning Advantage: A Pervert's Guide to Strategy Design
Facilitating Complexity: A Pervert's Guide to Exploration
LeanUX: Problem Framing Using the 4 Ws
Good Design is Honest: Cognitive Science to UX Design Principles
LeanUX14
ReDesigned to Disrupt
Introduction to Kanban for Creative Agencies
Design Ethnography for Lean Teams
Promiscuous pairing
Modeling Leadership for #LeanUXNYC
Introduction to UX Research: Conducting Focus Groups
Customer Research & Persona Development
Concierge & Pitch MVP
Introduction to UX Research: Designing Surveys That Don't Suck!
Introduction to UX Research: Conducting Focus Groups

Recently uploaded (20)

PDF
WRN_Investor_Presentation_August 2025.pdf
PDF
A Brief Introduction About Julia Allison
PDF
pdfcoffee.com-opt-b1plus-sb-answers.pdfvi
PDF
Types of control:Qualitative vs Quantitative
PPT
Data mining for business intelligence ch04 sharda
PDF
Laughter Yoga Basic Learning Workshop Manual
PDF
20250805_A. Stotz All Weather Strategy - Performance review July 2025.pdf
PPTX
CkgxkgxydkydyldylydlydyldlyddolydyoyyU2.pptx
PPTX
Probability Distribution, binomial distribution, poisson distribution
PPTX
5 Stages of group development guide.pptx
PDF
Deliverable file - Regulatory guideline analysis.pdf
PDF
IFRS Notes in your pocket for study all the time
PDF
Nidhal Samdaie CV - International Business Consultant
PPTX
AI-assistance in Knowledge Collection and Curation supporting Safe and Sustai...
PPTX
Amazon (Business Studies) management studies
PDF
Ôn tập tiếng anh trong kinh doanh nâng cao
PDF
BsN 7th Sem Course GridNNNNNNNN CCN.pdf
PDF
Katrina Stoneking: Shaking Up the Alcohol Beverage Industry
PPTX
Lecture (1)-Introduction.pptx business communication
PDF
MSPs in 10 Words - Created by US MSP Network
WRN_Investor_Presentation_August 2025.pdf
A Brief Introduction About Julia Allison
pdfcoffee.com-opt-b1plus-sb-answers.pdfvi
Types of control:Qualitative vs Quantitative
Data mining for business intelligence ch04 sharda
Laughter Yoga Basic Learning Workshop Manual
20250805_A. Stotz All Weather Strategy - Performance review July 2025.pdf
CkgxkgxydkydyldylydlydyldlyddolydyoyyU2.pptx
Probability Distribution, binomial distribution, poisson distribution
5 Stages of group development guide.pptx
Deliverable file - Regulatory guideline analysis.pdf
IFRS Notes in your pocket for study all the time
Nidhal Samdaie CV - International Business Consultant
AI-assistance in Knowledge Collection and Curation supporting Safe and Sustai...
Amazon (Business Studies) management studies
Ôn tập tiếng anh trong kinh doanh nâng cao
BsN 7th Sem Course GridNNNNNNNN CCN.pdf
Katrina Stoneking: Shaking Up the Alcohol Beverage Industry
Lecture (1)-Introduction.pptx business communication
MSPs in 10 Words - Created by US MSP Network

Introduction to Lean Startup & Lean User Experience Design

  • 2. "All men dream: but not equally. Those that dream by night in the dusty recesses of their minds wake in the day to find that it was in vanity: but the dreamers of the day are dangerous men, for they may act their dreams with open eyes, to make it possible." - T.E. Lawrence, "Lawrence of Arabia"
  • 3. WHO ARE WE? WILL EVANS THOMAS WENDT Managing Director UX Strategist The Library Corporation Surrounding Signifiers will@tlclabs.co @semanticwill thomas@srsg.co @thomas_wendt #NYInnovates
  • 6. The problem with many startups is that you spend months or years doing research, writing requirements, designing and building software… and discover no customer or user cares.
  • 8. It Started With a Question If startups fail from a lack of customers not product development failure… Then why do we have: •  A process for product development? •  No process for customer development?
  • 10. *By Lean UX most people really mean “UX in the context of the Lean Startup Method” Term coined by Janice Fraser, Founder of LUXR
  • 11. “Waste is any human activity which absorbs resources, but creates no value.” - James P Womak and Daniel T. Jones, Lean Thinking
  • 12. Over the past 35 years, design & development, much like Waterfall*, accumulated a lot of wasteful, timeconsuming, CYA practices that delivered no discernable value to the business or to customers. Waterfall is a pejorative term used by Agilistas to describe traditional SDLC
  • 16. A post-positivist apologetics of a “movement”. WHAT IS LEAN STARTUP?
  • 18. “A Startup is a human institution designed to deliver a product or service under conditions of extreme uncertainty” – Eric Ries
  • 19. If you can't describe what you are doing as a process, you don't know what you're doing. - W. Edwards Deming
  • 25. Your team should maximize for: LEARNING FOCUS While Minimizing: CYCLE TIME
  • 27. SOME BASIC TENETS Uncover your customers’ pain points through research Invalidate your assumptions Generate many problem options Frame problem options as hypotheses Embrace multi-solutions experiments Learning isn’t failure Amplify what works
  • 32. Core Lean Startup Concepts GOOB (GET OUT OF THE BUILDING) Hypotheses, Not Requirements Focus on Learning Use Iterative Design & Testing Small Batches = Less Risk Practice “Respect for People” Perform Root Cause Analysis – 5 Whys
  • 33. Deconstructing Lean Startup 1.  Most teams don't start with a customer hypothesis; they work backwards from a solution hypothesis. 2.  Because teams start with a solution hypothesis, it's almost impossible for them to generate multiple hypotheses for testing. 3.  GOOB, when done poorly, is particularly prone to confirmation bias 4.  Formulating hypotheses & stating assumptions is hard. 5.  Designing reliable experiments is a skill that takes time to learn 6.  People new to customer research are really bad! 7.  When a customer interview is guided, it almost never provides opportunity for serendipitous insights to emerge.
  • 35. PRINCIPLES OF LEAN UX •  Balanced team Design + PM + Development = One team •  •  •  •  •  •  •  Externalize thought process Flow: Think > Make > Check Research to understand Problem Space No proxies between customers and team Collaborative Sense-making Generative Ideation: It’s about optionality Formulate many small tests & measure outcome
  • 41. HOW DO WE MAKE SENSE OF THE WORLD SO THAT WE CAN ACT? SENSEMAKING
  • 44. The place of your multiple affiliations or belongings.
  • 52. A MOST MISUNDERSTOOD TERM MINIMUM VIABLE PRODUCT
  • 53. WHAT IS AN MVP? “The minimum amount of effort you have to do to complete exactly one turn of the Build-MeasureLearn feedback loop.”
  • 55. Your team should maximize for: LEARNING FOCUS While Minimizing: CYCLE TIME
  • 58. 4 KINDS OF MVP Exploration An interaction with the customer that focuses on investigation his or her problems to understand past behavior and see if it is top of mind Pitch An interaction with the customer that attempt to sell the product to a customer in exchange for some form of currency: time, money, or work. Concierge Delivering the product as a service to the customer to see if the delivery matches the customer’s expectations. Prototype A small, testable model whose sole purpose is to get feedback from a customer.
  • 59. A danger with iterating through prototypes during the solution interview stage is that it is quite easy to get carried away and end up with more than you need for you MVP. In order to reduce waste and speed up learning, you need to pare down your prototypes so that all you have left is the essence of your product: The MVP.
  • 60. Reducing the scope of your MVP not only shortens your development cycle, but also removes unnecessary distractions that dilute your products messaging.
  • 61. Your MVP should be like a great reduction sauce – concentrated, intense, and flavorful.
  • 62. STEPS TO MVP 1.  2.  3.  4.  Start with your customer Start with the Number One Problem Eliminate nice-to-haves & don’t-needs Repeat Step 3 for your Number Two & Number 3 Problems 5.  Consider other customer requests – prioritize them as well 6.  Charge from day one (if you can) 7.  Focus on learning, not optimization or scaling
  • 64. MINIMUM SUCCESS CRITERIA •  •  •  •  Show to X number of people? What is the conversion rate? What % of people will validate? What is the minimum “signal” for you to continue with this? •  Who will give you currency?
  • 70. In a project, the purpose of analytics is to find your way to the right solution before your money runs out.
  • 72. WHAT MAKES A GOOD METRIC? A good metric is comparative Being able to compare a metric to other time periods, groups of users, or competitors helps you understand how things are moving A good metric is understandable If teams can’t remember and discuss your most important business KPIs, its much harder to use data for for collaborative decision making A good metric is a ratio or a rate •  •  •  Ratios are easier to act upon Ratios are inherently comparative Ratios are good for uncovering interesting tensions between apparently opposed forces
  • 74. VANITY VS ACTIONABLE METRICS Vanity metrics might make you feel all awesome and shit, but they don’t change how you act. Actionable metrics change your behavior by helping you choose a course of action.
  • 76. Counting followers and friends is nothing more than a popularity contest. It’s useless. It doesn’t tell your team what action to take next.
  • 78. EIGHT VANITY METRICS TO AVOID •  •  •  •  •  •  •  •  Number of page views Number of unique visitors Number of followers Number of likes Number of comments Time on site Emails collected Number of downloads
  • 82. PRINCIPLES OF LEAN UX •  Balanced team Design + PM + Development = One team •  •  •  •  •  •  •  Externalize thought process Flow: Think > Make > Check Research to understand Problem Space No proxies between customers and team Collaborative Sense-making Generative Ideation: It’s about optionality Formulate many small tests & measure outcome
  • 83. Your startup should maximize for: LEARNING FOCUS while minimizing: CYCLE TIME
  • 85.