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Engineering 245 The Lean LaunchPad Session 1: Overview/Business Session 1: Overview/Business Models/Customer Development Models/Customer Development Professors Steve Blank, Ann Miura-Ko, Jon Feiber http://e245.stanford.edu/

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Engineering 245 The Lean LaunchPad. Session 1: Overview/Business Models/Customer Development Professors Steve Blank, Ann Miura-Ko, Jon Feiber http://e245.stanford.edu/. Agenda “ Is This the Right Course for Me? ”. Course Objectives/teams/project Introductions Class Logistics - PowerPoint PPT Presentation

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Page 1: Engineering 245 The Lean LaunchPad

Engineering 245

The Lean LaunchPad

Session 1: Overview/Business Session 1: Overview/Business Models/Customer DevelopmentModels/Customer Development

Professors Steve Blank, Ann Miura-Ko, Jon Feiberhttp://e245.stanford.edu/

Page 2: Engineering 245 The Lean LaunchPad

Agenda“Is This the Right Course for Me?”

• Course Objectives/teams/project• Introductions• Class Logistics• Building a “Lean Startup”

– Idea– Sizing the Opportunity– Business Models– Customer Development

• Break: Stay If You Want to Be in the Class• Class “Culture” and Next Steps

Page 3: Engineering 245 The Lean LaunchPad

Course Objectives

• Understand the real world aspects of Entrepreneurship by getting out of the building– Analyze and assess an opportunity– Build the product– Get orders– Work with a team

• Learn whether entrepreneurship is for you

Page 4: Engineering 245 The Lean LaunchPad

What Will you Learn?

• Opportunity evaluation• Search for a Business Model• Customer Discovery and Validation• Operating and decision making in chaos with

insufficient data• Teamwork

Page 5: Engineering 245 The Lean LaunchPad

The Course ‘By the Numbers’

• 3/4 Units of Credit• 3 Instructors, 2 CAs, 25+ Mentors, • 8 Lectures• 8 Weekly 10-minute presentations• 1 Final 30 minute presentation• 3 Textbooks

5 -10 hours of work a week outside the classroom

Page 6: Engineering 245 The Lean LaunchPad

Course Reading

• Business Model Generation• Four Steps to the Epiphany

• Founders at Work

copies available at the bookstore

Page 7: Engineering 245 The Lean LaunchPad

This Class is Hard

• You can’t pass by attending the class• Your grade is determined by the work you do

outside the class• There’s a lot of it• You are dependent on teamwork and teammates

– communication is critical

Page 8: Engineering 245 The Lean LaunchPad

Teams

• Suggested team size is 4 people– Deadline for team formation is Jan 6th – Must contact your mentors by Jan 7th

• Present Weekly and for Final– Weekly lessons learned– Final is demo and summary

• Class is about teamwork, discovery and fast iteration

Page 9: Engineering 245 The Lean LaunchPad

Team Projects

• Any for-profit scalable startup• If you are a domain expert, that’s your best bet

(but not required)• If you pick a web project, you have to build it

(and there needs to be some novelty)

Page 10: Engineering 245 The Lean LaunchPad

Team Deliverables

• Each Week– Lessons Learned presentation 10 minutes– Updated blog/wiki– 10’s of hours of “outside the building” progress

• Final Presentation– 30 minute Lessons Learned Summary

Page 11: Engineering 245 The Lean LaunchPad

Grading

Individual - 20%• Participation in class 20%

Team - 80%• Weekly summary and out of

the building progress 50%

• Final Presentation 30%

Page 12: Engineering 245 The Lean LaunchPad

Introductions

Page 13: Engineering 245 The Lean LaunchPad

Steve Blank, Ann-Miura-Ko, Jon Feiber

8 startups in Silicon Valley• Semiconductors• Supercomputers• Consumer electronics• Video games• Enterprise software• Military intelligence

[email protected] twitter sgblankwww.steveblank.com

• Yale BS EE• McKinsey and Co.• Charles River Ventures• Stanford Ph.D MS&E• TA: E145, Mayfield Fellows,

MS&E 273• V.C. @ Floodgate

[email protected]@annimaniac

• BS CS/Astro Physics U of Colorado

• VP Networking SUN• V.C. @ MDV since 1991

Page 14: Engineering 245 The Lean LaunchPad

Steve Blank, Ann-Miura-Ko, Jon Feiber

8 startups - 32 years in Silicon Valley• Semiconductors• Supercomputers• Consumer electronics• Video games• Enterprise software• Military intelligence

Teach: Stanford, Berkeley, Columbia

Details at www.steveblank.com

• Yale BS EE• McKinsey and Co.• Charles River Ventures• Stanford Ph.D MS&E• V.C. @ Floodgate

[email protected]@annimaniac

• BS CS/Astro Physics U of Colorado

• VP Networking SUN• V.C. @ MDV since 1991

Page 15: Engineering 245 The Lean LaunchPad

Steve Blank, Ann-Miura-Ko, Jon Feiber

8 startups - 32 years in Silicon Valley• Semiconductors• Supercomputers• Consumer electronics• Video games• Enterprise software• Military intelligence

Teach: Stanford, Berkeley, Columbia

Details at www.steveblank.com

• Yale BS EE• McKinsey and Co.• Charles River Ventures• Stanford Ph.D MS&E• V.C. @ Floodgate

[email protected]@annimaniac

• BS CS/Astro Physics U of Colorado

• 50th employee, VP Networking @ Sun

• V.C. @ MDV since 1991• [email protected]

Page 16: Engineering 245 The Lean LaunchPad

Felix HuberFelix Huber

Course Assistant (CA’s)

• MS MS&E 2010• Google Translate Product Mgr

• CA’s role: Class/lecture questions, Grading and attendance

Thomas HaymoreThomas Haymore

• B.A. in Political Science• Stanford Law (‘06)• J.D. Stanford Law (‘12)

[email protected] [email protected]

Page 17: Engineering 245 The Lean LaunchPad

Felix HuberFelix Huber

Volunteer Course Assistant (CA’s)

• MS MS&E 2010• Google Translate Product Mgr

• CA’s role: Class/lecture questions, Grading and attendance

Thomas HaymoreThomas Haymore

B.A. in Political Science• Stanford Law (‘06)• J.D. Stanford Law (‘12)

[email protected] [email protected]

Page 18: Engineering 245 The Lean LaunchPad

Mentors

• Mentors are Venture Capitalists or Entrepreneurs• Mentors role is to:

– Help you “Get you out of the building”– Share contacts– Offer “Real-world” entrepreneurial advice– Critical feedback

• You arrange your schedule for the mentors, not the other way around

Page 19: Engineering 245 The Lean LaunchPad

Class Logistics

Page 20: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog)

January 4th Class 1

Business Model and Customer Development

- Hypotheses for each part of business model.- Test for whether your business is worth  pursuing (market  size)

- Test for each of the hypotheses     - What  constitutes a pass/fail signal for the  test (e.g. at what point would you say your hypotheses wasn’t even close to  correct)?

Page 21: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog)

January 4th Class 1

Business Model and Customer Development

- Hypotheses for each part of business model.- Test for whether your business is worth  pursuing (market  size)

- Test for each of the hypotheses     - What  constitutes a pass/fail signal for the  test (e.g. at what point would you say your hypotheses wasn’t even close to  correct)?

January 6th Team Mixer - Teams by midnight Jan 6th

Page 22: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog)

January 4th Class 1

Business Model and Customer Development

- Hypotheses for each part of business model.- Test for whether your business is worth  pursuing (market  size)

- Test for each of the hypotheses     - What  constitutes a pass/fail signal for the  test (e.g. at what point would you say your hypotheses wasn’t even close to  correct)?

January 6th Team Mixer - Teams by midnight Jan 6th

January 11th Class 2

Testing the Value Proposition

-- Name your team.   -- What are your value proposition hypotheses?     -- What did you discover from customers?    

Page 23: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog)

January 18th Class 3

Testing Customers /Users / Payers

- What were your user/customer hypotheses?  - Did  you learn anything different?    - Anything change about Value Proposition?      - - What are your customer acquisition costs?    - What are the direct benefits (economic/other)?- Who is the decision maker, how large is their   budget? What are they spending it on today?  

-- How will this buying decision be made?  -- What  resonates with customers?-- For web startups, start coding the product.  -- Setup Google or Amazon cloud infrastructure

Page 24: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog)

January 18th Class 3

Testing Customers and Users  

- What were your user/customer hypotheses?  - Did  you learn anything different?    - Anything change about Value Proposition?      - - What are your customer acquisition costs?    - What are the direct benefits (economic/other)?- Who is the decision maker, how large is their   budget? What are they spending it on today?  

-- How will this buying decision be made?  -- What  resonates with customers?-- For web startups, start coding the product.  -- Setup Google or Amazon cloud infrastructure

January 25th Class 4

Testing Demand Creation

- Anything change about Value Proposition or  Customers/Users or Channel?- Present and explain your marketing campaign.  - What  worked best and why?

Page 25: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog)

Feb 1st Class 5

Testing Sales Channel

For web teams: Get working website/analytics up. - Track where visitors are coming from, how behavior differs. - What were your hypotheses about site results?- Anything in Value Proposition or Customers/Users?     For non-web  teams: Interview 10 people in channel - Anything change in Value Proposition, Channel or  Customers/Users?

- Does your product extend/replace existing channel revenue? - What’s the “cost” of your channel/ it’s efficiency vs. product selling price.

For Everyone: What is your customer lifetime value? - What feedback did you receive from your users?- What are the entry barriers?

Page 26: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog, build website)

Feb 1st Class 5

Testing Sales Channel

For web teams: Get working website/analytics up. - Track where visitors are coming from, how behavior differs. - What were your hypotheses about site results?- Did anything  change about Value  Proposition or Customers/Users?    

For non-web  teams: Interview 10 people in channel - Did  anything  change  about  Value  Proposition  or  Customers/Users?

- Does your product extend/replace existing channel revenue? - What’s the “cost” of your channel/ it’s efficiency vs. product selling price.

For Everyone: What is your customer lifetime value? - What feedback did you receive from your users?- What are the entry barriers?

Feb 8th Class 6

Testing Revenue Model

- Assemble income statement for your business model.  - Lifetime  value  calculation   for  customers.    

Page 27: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog, build website)

Feb 15th Class 7

Testing Partners

- Any change of Value Proposition, Customers/Users,  Channel, or Demand  Creation?

- What are the partners incentives/impediments?

Page 28: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog, build website)

Feb 15th Class 7

Testing Partners

- Any change of Value Proposition, Customers/Users,  Channel, or Demand  Creation?

- What are the partners incentives/impediments?Feb 22nd Class 8

Testing Key Resources and Cost Structure

- Assemble a “resources assumptions” spreadsheet.    - Include  people, hardware, software, prototypes,  financing, etc.

-- When will you need these resources?

Page 29: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog, build website)

Feb 15th Class 7

Testing Partners

- Any change of Value Proposition, Customers/Users,  Channel, or Demand  Creation?

- What are the partners incentives/impediments?Feb 22nd Class 8

Testing Key Resources and Cost Structure

- Assemble a “resources assumptions” spreadsheet.    - Include  people, hardware, software, prototypes,  financing, etc.

-- When will you need these resources?March 1st

Class 9Present! -Group 1 – 30 Minute Presentations

March 8th

Class 10Present! -Group 2 – 30 Minute Presentations

Page 30: Engineering 245 The Lean LaunchPad

How the Class Works

Class Topic Deliverable for the Next Week(Submit interview notes, present results, update wiki/blog, build website)

Feb 15th Class 7

Testing Partners

- Any change of Value Proposition, Customers/Users,  Channel, or Demand  Creation?

- What are the partners incentives/impediments?Feb 22nd Class 8

Testing Key Resources and Cost Structure

- Assemble a “resources assumptions” spreadsheet.    - Include  people, hardware, software, prototypes,  financing, etc.

-- When will you need these resources?

March 1st

Class 9Present! -Group 1 – 30 Minute Presentations

March 8th

Class 10Present! -Group 2 – 30 Minute Presentations

March 11th Funding! -Optional presentations at VC firm for funding

Page 31: Engineering 245 The Lean LaunchPad

How to Build A Startup

IdeaSize OpportunityBusiness Model

Customer Development

Page 32: Engineering 245 The Lean LaunchPad

How to Build A Startup

Idea Size of the Opportunity

Business Model(s)

Customer Discovery

Customer Validation

Page 33: Engineering 245 The Lean LaunchPad

How to Build A Startup

Idea Size of the Opportunity

Business Model(s)

Customer Discovery

Customer Validation

Theory Practice

Page 34: Engineering 245 The Lean LaunchPad

How to Build A Startup

Idea Size of the Opportunity

Business Model(s)

Customer Discovery

Customer Validation

• Web startups get the product in front of customers earlier

Page 35: Engineering 245 The Lean LaunchPad

How to Build A Startup

Idea Size of the Opportunity

Business Model(s)

Customer Discovery

Customer Validation

Page 36: Engineering 245 The Lean LaunchPad

Idea

Page 37: Engineering 245 The Lean LaunchPad

We’re Engineers Darn It!

• Aren’t companies all about product?• I have a great technology idea• Teach me how to make a company around it• Just like Facebook and Google (or Intel or

Apple)

Stanford

Page 38: Engineering 245 The Lean LaunchPad

Sources of Startup Ideas?

• Technology shifts– Moore’s Law– Disruptive tech– Research

• Market changes– Value chain disruption– Deregulation

• Societal changes– Changes in ways we live, learn, work, etc.– The world is flat (outsourcing)

• Dinosaur factor– Arrogance– Deadened reflexes

• Irrational exuberance– Undervalued assets

Page 39: Engineering 245 The Lean LaunchPad

An Idea is _Not_ a Company

Page 40: Engineering 245 The Lean LaunchPad

Size of Opportunity

Page 41: Engineering 245 The Lean LaunchPad

This Class is about Scalable Startups

Not all startups are designed to scale Small business startups have different goals

They are done by normal people Scalable startups are designed to grow big

Typically require venture capital This means the size of the opportunity needs to

be $100’s of millions to billions

Page 42: Engineering 245 The Lean LaunchPad

Small BusinessStartup

- Business Model found- Profitable business- Existing team< $1M in revenue

Small Business Startups

Page 43: Engineering 245 The Lean LaunchPad

Small BusinessStartup

- Business Model found- Profitable business- Existing team< $10M in revenue

Small Business Startups

• 5.7 million small businesses in the U.S. <500 employees• 99.7% of all companies• ~ 50% of total U.S. workers

http://www.sba.gov/advo/stats/sbfaq.pdf

Page 44: Engineering 245 The Lean LaunchPad

ScalableStartup

Large Company>$100M/year

- Total Available Market > $500m- Company can grow to $100m/year- Business model found- Focused on execution and process

Scalable Startup

Page 45: Engineering 245 The Lean LaunchPad

ScalableStartup

Large Company>$100M/year

- Total Available Market > $500m- Company can grow to $100m/year- Business model found- Focused on execution and process- Typically requires “risk capital”

Scalable Startup

• In contrast a scalable startup is designed to grow big• Typically needs risk capital• What Silicon Valley means when they say “Startup”

Page 46: Engineering 245 The Lean LaunchPad

Small BusinessStartup

- Business Model found- Profitable business- Existing team< $10M

ScalableStartup

Large Company

- Total Available Market > $500m- Company can grow to $100m/year- Business model found- Focused on execution and process- Typically requires “risk capital”

Very Different Startup Goals

Page 47: Engineering 245 The Lean LaunchPad

Small BusinessStartup

ScalableStartup

Large Company

Venture Firms Invest in Scalable Startups

Page 48: Engineering 245 The Lean LaunchPad

Market/Opportunity Analysis

How Big is It?: Market/Opportunity Analysis Identify a Customer and Market Need Size the Market Competitors Growth Potential

Page 49: Engineering 245 The Lean LaunchPad

How Big is the Pie?Total Available Market

Total Available Market

• How many peoplepeople would want/need

the product?

• How large is the market be (in $’s) if they all bought?

• How many units would that be?

How Do I Find Out?

• Industry Analysts – Gartner, Forrester

• Wall Street Analysts – Goldman, Morgan

Page 50: Engineering 245 The Lean LaunchPad

How Big is My Slice?Served Available Market

• How many people need/can use product?

• How many people have the money to buy the product

• How large would the market be (in $’s) if they all bought?

• How many units would that be?

How Do I Find Out?• Talk to potential customers

Served Available

Market

TotalAvailableMarket

Page 51: Engineering 245 The Lean LaunchPad

How Much Can I Eat?Target Market

• Who am I going to sell to in year 1, 2 & 3?

• How many customers is that?

• How large is the market be (in $’s) if they all bought?

• How many units would that be?

How Do I Find Out?• Talk to potential customers

• Identify and talk to channel partners

• Identify and talk to competitors

TotalAvailableMarket Target

Market

ServedAvailableMarket

Page 52: Engineering 245 The Lean LaunchPad

TotalAvailableMarket

SegmentationIdentification of groups most likely to buy

52

ServedAvailableMarket

Target Market

• Geographic• Demographic• Psychographic variables• Behavioral variables• Channel• etc…

Page 53: Engineering 245 The Lean LaunchPad

Market Size: Summary

Market Size Questions: How big can this market be? How much of it can we get? Market growth rate Market structure (Mature or in flux?)

Most important: Talk to Customers and Sales Channel Next important: Market size by competitive approximation

Wall Street analyst reports are great And : Market research firms Like Forester, Gartner

Page 54: Engineering 245 The Lean LaunchPad

Business Model

Page 55: Engineering 245 The Lean LaunchPad

What Is a Business Model?

• Diagram of flows between company and customers• Scorecard of hypotheses testing• Rapid change with each iteration and pivot• Founder-driven

* Alex Osterwalder

Page 56: Engineering 245 The Lean LaunchPad

9 building blocks of a business model:

Page 57: Engineering 245 The Lean LaunchPad

CUSTOMER SEGMENTS

which customers and users are you serving? which jobs do they really want to get done?

Page 58: Engineering 245 The Lean LaunchPad

VALUE PROPOSITIONS

what are you offering them? what is that getting done for them? do they care?

Page 59: Engineering 245 The Lean LaunchPad

CHANNELS

how does each customer segment want to be reached? through which interaction points?

Page 60: Engineering 245 The Lean LaunchPad

CUSTOMER RELATIONSHIPS

what relationships are you establishing with each segment? personal? automated? acquisitive? retentive?

Page 61: Engineering 245 The Lean LaunchPad

REVENUE STREAMS

what are customers really willing to pay for? how? are you generating transactional or recurring

revenues?

Page 62: Engineering 245 The Lean LaunchPad

KEY RESOURCES

which resources underpin your business model? which assets are essential?

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63

KEY ACTIVITIES

which activities do you need to perform well in your business model? what is crucial?

Page 64: Engineering 245 The Lean LaunchPad

KEY PARTNERS

which partners and suppliers leverage your model?

who do you need to rely on?

Page 65: Engineering 245 The Lean LaunchPad

COST STRUCTURE

what is the resulting cost structure? which key elements drive your costs?

Page 66: Engineering 245 The Lean LaunchPad

66images by JAM

customer segments

key partners

cost structure

revenue streams

channels

customer relationships

key activities

key resources

value proposition

Page 67: Engineering 245 The Lean LaunchPad

sketch out your business model

Page 68: Engineering 245 The Lean LaunchPad

buildingblock

buildingblock

buildingblock

buildingblock

buildingblock

buildingblock

buildingblock

buildingblock

buildingblock

buildingblock

buildingblock

buildingblock

Page 69: Engineering 245 The Lean LaunchPad

But,Realize They’re Hypotheses

Page 70: Engineering 245 The Lean LaunchPad

9 Guesses

Guess Guess

GuessGuess

GuessGuess

Guess

GuessGuess

Page 71: Engineering 245 The Lean LaunchPad

How Do Startups Search For A Business Model?

• The Search is called Customer Development• The Implementation is called Agile Development

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Customer Development

Solving For Customer Risk

Page 73: Engineering 245 The Lean LaunchPad

Customer Development

Get Out of the BuildingThe founders

^

Page 74: Engineering 245 The Lean LaunchPad

More startups fail from a lack of customers than from a failure of product development

(focus on “who” more than “what”)

Page 75: Engineering 245 The Lean LaunchPad

Customer Development

Concept/Bus. Plan

Product Dev.

Alpha/Beta Test

Launch/1st Ship

Product Introduction Model

Customer Development

CompanyBuilding

CustomerDiscovery

CustomerValidation

Customer Creation

Pivot

Page 76: Engineering 245 The Lean LaunchPad

• Stop selling, start listening• Test your hypotheses• Continuous Discovery• Done by founders

Customer Discovery

CustomerDiscovery

CustomerValidation

CompanyBuilding

CustomerCreation

Pivot

Page 77: Engineering 245 The Lean LaunchPad

Test Hypotheses:• Product• Market Type• Competition

Turning Hypotheses to Facts

Page 78: Engineering 245 The Lean LaunchPad

Test Hypotheses:• Problem• Customer• User• Payer

Page 79: Engineering 245 The Lean LaunchPad

Test Hypotheses:• Channel

Page 80: Engineering 245 The Lean LaunchPad

Test Hypotheses:• Problem• Customer• User• Payer

Test Hypotheses:• Demand Creation

Test Hypotheses:• Channel

Test Hypotheses:• Product• Market Type• Competitive

Test Hypotheses:• Pricing Model / Pricing

Test Hypotheses:• Size of Opportunity/Market• Validate Business Model

Test Hypotheses:• Channel• (Customer)• (Problem)

Page 81: Engineering 245 The Lean LaunchPad

Test Hypotheses:• Problem• Customer• User• Payer

Test Hypotheses:• Demand Creation

Test Hypotheses:• Channel

Test Hypotheses:• Product• Market Type• Competitive

Test Hypotheses:• Pricing Model / Pricing

Test Hypotheses:• Size of Opportunity/Market• Validate Business Model

Test Hypotheses:• Channel• (Customer)• (Problem) Customer

Development Team

Agile Development

Page 82: Engineering 245 The Lean LaunchPad

Test Hypotheses:• Problem• Customer• User• Payer

Test Hypotheses:• Demand Creation

Test Hypotheses:• Channel

Test Hypotheses:• Product• Market Type• Competitive

Test Hypotheses:• Pricing Model / Pricing

Test Hypotheses:• Size of Opportunity/Market• Validate Business Model

Test Hypotheses:• Channel• (Customer)• (Problem) Customer

Development Team

Agile Development

Page 83: Engineering 245 The Lean LaunchPad

The Pivot

• The heart of Customer Development• Iteration without crisis• Fast, agile and opportunistic

Page 84: Engineering 245 The Lean LaunchPad

BreakBreak

Page 85: Engineering 245 The Lean LaunchPad

Our “Culture” for E245

• Show up on time and stay ‘til we’re done• Keep your commitments (in class and out)• Step outside if you must call, email, skype,

twitter, chat, surf the web, or do anything unrelated to E245

• Entrepreneurship is a team sport– 80% of your grade depends on working with others

Page 86: Engineering 245 The Lean LaunchPad

What Lies Ahead: “To Do” List

• Check web site for admission lists – attendance is mandatory in session 2 – waitlist (if any) will be cleared at beginning of class

• Form full teams by Session 2 – mixer on Thursday, 5:15 at Thornton 110

• Team deliverable by next week:Hypotheses for each part of business model.- Test for whether your business is worth  pursuing (market  size)- Test for each of the hypotheses     - What  constitutes a pass/fail signal for the  test (e.g. at what point

would you say your hypotheses wasn’t even close to  correct)?