Review of the book 'The Lean Startup' by Eric Ries. Entrepreneurs can use these concepts in a variety of businesses both new and old. Great group conversation to explore how a variety of people can use the methodology.
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Understanding the Lean Startup
1. The Lean Startup
How Today‟s Entrepreneurs Use Continuous Innovation to
Create Radically Successful Businesses
by Eric Ries
Book review session with Vested for Growth by Ric Pratte
Taking the core concepts developed for lean manufacturing and
utilize them for starting and building a business
2. Original Lean Concepts
Lean manufacturing taught the world the difference
between value-building activities and waste and showed
how to build quality into products from the inside out
“Lean thinking is lean because it provides a way to do
more and more with less and less – less human effort,
less equipment, less time, and less space – while coming
closer and closer to providing customers with exactly what
the want”
J. Womack & D. Jones, Lean Thinking, 1st Edition
@RicPratte
3. Lean Manufacturing
Lean Manufacturing is a production philosophy
Seeks to supply exactly what the customer wants, when the customer
wants it.
Aims at supplying these goods and services with minimum waste.
Eliminating waste along entire value streams, creates processes that need
less capital, human resources, less production space, and reduces the
time to make products and services.
If implemented effectively, reduce the cost of producing goods and
services, reduce the number of defect products and produce and deliver
goods quickly to customers
Lean Manufacturing is a production design that can handle both
internal and external variability, where variability in production
efficiency, product quality and customer orders are sought handled
and absorbed through the total design of the system.
@RicPratte
4. Lean Manufacturing economic
Gains
Greater quality of goods
Fewer costs of producing goods and services
Quicker response time- faster delivery of goods and
services
@RicPratte
5. The Startup
A human institution designed to create new products
under conditions of extreme uncertainty
The goal of the startup is to figure out the right thing to
build, the thing customers want and will pay for, as
quickly as possible
The riskiest elements of a startup‟s plan, the parts of
which everything depends, leap-of-faith assumptions
are the value hypothesis and grow hypothesis
Strategy is based upon assumptions
@RicPratte
6. The Goal
Startup productivity is not about cranking out more
widgets or features. It is about aligning our efforts with
a business and product that are working to create value
and drive growth
If the fundamental goal of entrepreneurship is to
engage in organization building under conditions of
extreme uncertainty… then it‟s most vital function is
learning, validated learning
Validated learning is backed by empirical data collected
from real customers.
@RicPratte
7. Startup Management
Mainstream management principles are ill suited to
handle the chaos & uncertainty that startups must face
Prior to lean manufacturing, managers were used to
focusing on the utilization rate of each machine.
If a startup builds something that few people want then
it doesn‟t matter if it‟s on time and on budget
@RicPratte
8. Lean in Startups
The critical first question for any lean transformation is:
which activities create value and which are a form of
waste.
The products a startup builds are really experiments;
validated learning.
How to build a sustainable business is the outcome of
those experiments
@RicPratte
9. SnapTax
Idea: Automate the process of collecting tax info from W-2 forms
Learned: Few people know how to use scanners
Solution: Mobile phone picture to capture info
Learned from testing: People were interested in completing their
return from their phone
Created test version that only worked within CA
From a single picture can file a 1040EZ
350,000 downloads in 1st three weeks of going live
SnapTax was developed within Intuit (TurboTax)
Innovation is a bottoms up, decentralized and unpredictible thing,
but that doesn‟t mean it can‟t be managed.
@RicPratte
10. Build – Measure – Learn
The feedback loop at the core of the lean startup model
Validated learning
Validate strategic
assumptions
Learn Build
Learn what customers really
find valuable (pull)
Accelerate this feedback
loop
Measure
Small quick cycles not major
gambles
@RicPratte
11. Build: Turn ideas into products
Minimum viable product
(MVP)
Concierge: start with one
customer
Learn Build Quick product
releases/variations/tests
Customer archetype, a brief
document that seeks to
humanize the proposed
Measure target customer.
If we don‟t know who the
customer is, we do not know
Our first pass through the cycle what quality is
@RicPratte
12. Measure: See how customers respond
A systematic approach to
figuring out if you‟re making
progress and actually
achieving validated learning
How do customers react
Learn Build compared to goal?
Good design is one that
changes customer behavior
for the better
Measure Split-test to find cause and
effect
Metrics: Actionable;
Our first pass through the cycle Accessible; & Auditable
@RicPratte
13. Learn: Pivot or persevere
Which activities create
value?
What activities are waste?
Find and fix root causes
Learn Build
Measure
Our first pass through the cycle
@RicPratte
14. Build: Minimum viable product
In building your MVP, let this
simple rule suffice, remove
any feature, process, or effort
that does not contribute to
directly to the learning you
Learn Build seek
First product targets early
adopters, it does not need to
be perfect.
Measure Most overestimate feature
volume, when in doubt…
simplify
@RicPratte
15. MVP at Dropbox
Idea: File synchronization was a problem that most people
didn‟t know they had (at the time) and the software needed
to „work like magic‟.
VCs weren‟t interested since they thought it was a crowded
space (not seeing the user experience opportunity)
Significant engineering hurdle to overcome to make the
experience seamless.
Breakthrough: 3 Minute video targeted to early adopters
demonstrating the concept.
Waiting list of users went from 5,000 to 75,000 overnight
Dropbox is now valued at over $1 Billion
@RicPratte
16. Build: Pull
Concept of „pull‟ in lean
manufacturing does not work
the same in startup
methodology
Learn Build Customers do not really
know what they want in
product development.
(i.e. Ford & faster horses)
Measure „Pull‟ is to run an experiment
to test underlying customer
need hypothesis
@RicPratte
17. Measure: Cohort Analysis
Cohort analysis: among the
people who used our product
in this period, here‟s how
many of them exhibited each
of the behaviors we care
Learn Build about
Energy invested in success
theater (vanity metrics) is
energy that could have been
Measure used to help build a
sustainable business
@RicPratte
18. Traditional Cumulative Metrics
Just because your graphs are going up and to the right,
doesn‟t mean your business is doing well
240 900
220 New Signups 800
Total Current Users
200 700
600
180
500
160
400
140
300
120
200
100 100
80 0
“Vanity Metrics”
@RicPratte
19. Cohort Analysis
Each conversion rate shows the percentage of customers who
registered in that month who subsequently went on to take the
indicated action
0.55 1
0.5 Stayed after 5mos 0.95
0.45
0.9 Retainage
0.4
0.85
0.35
0.3 0.8
0.25
0.75
0.2
0.7
@RicPratte
20. Compare two startups
Company 1
Sets out with clear baseline metric
Hypothesis on how to improve that metric
Set of experiments designed to improve that hypothesis
Company 2
Debates on what would improve the product
Implements several changes at one
Celebrates with any positive increase in any number
Which company is more likely to achieve lasting
results?
@RicPratte
21. Learn: Kanban
Validated learning in a Kanban
board is a great way for
developers to engage in how
useful features work in a
customer environment
Learn Build Include validation planning
from the beginning
Kanban: features are in four
stages-
Product backlog
Measure Being built
Feature complete
Process of validation
@RicPratte
22. Learning at Grockit
Idea: Bring peer-to-peer learning to help passing standardized
tests more affordable
Highly efficient engineering team delivering new product features.
Total number of customers were increasing.
Not seeing growth in product use by customers
Metrics would go up & down seemingly on their own
Couldn‟t draw clear cause and effect inferences
Changed to make sure improvements mattered to customers
Launched each new feature as a true split-test experiment
Learned many features had no impact on customer behavior
Learned students preferred having learning choices (styles) and
created what customers wanted not what the company thought.
@RicPratte
23. Learn: Pivot or Persevere
Pivot: a structured course
correction designed to test a
new fundamental hypothesis
about the product, strategy
and engine of growth.
Learn Build Zoom-in pivot
Zoom-out pivot
Customer segment pivot
Customer need pivot
Platform pivot
Measure Business architecture pivot
Value capture pivot
Engine growth pivot
Channel pivot
@RicPratte
24. Batch Size
Small batch size of work units is an important lean concept
A cycle through the Build-
Measure-Learn loop is a
batch
Learn Build Biggest advantage of
working in small batches is
that quality problems can be
identified much sooner
Measure Dramatically improve the
speed at which startups find
validated learning
@RicPratte
25. B-M-L Summary
Although the feedback loop
is Build-Measure-Learn
because the activities
happen in that
Learn Build order, planning really works
in reverse order:
Figure out what you need to
learn and then work in the
reverse order
Measure How will it be measured
What product will work as an
experiment to get that
learning
@RicPratte
26. Lean Startup Summary
Focus energy on minimizing the total time through the feedback
loop
Dramatically improve the speed at which startups find validated
learning
Each time you repeat this simple rhythm: establish the
baseline, tune the engine and make a decision to pivot or
persevere
Once efforts are aligned with customer wants, experiments are
more likely to change behavior for the better
Sustainable growth is characterized by one simple rule:
New customers come from the actions of past customers
@RicPratte
Notas del editor
Metrics: Actionable; Accessible; & AuditableActionable: Must demonstrate clear cause and effect (otherwise it’s a vanity metric)Accessible: All employees and managers should have access to the results to help them guide their decision making. Make it easily understood (what’s a web hit?)Auditable: Ensure the data is credible to employees
Traditional analysis can easily be masked by the size of your existing user base. In the same way, it’s possible for a large proportion of new users to mask changes in your existing user base. The cohort analysis uniquely clarifies these changes by tuning your focus to the user groups that provide the most insight into the impact of product changes
The great thing about customer cohort analysis is that each new group provides the opportunity to start with a fresh set of users. This allows us to passively identify differences in our cohort metrics after the fact or actively segment out controlled cohort test groups for more directed analysis. We can now, on a regular basis, focus on how well we engage with our audience independent of how much we’re growing.One of the best metrics for identifying whether users love your product is retention. It tells you whether the visitors, which you worked so hard to acquire, are going to come back. Retention evaluation nicely highlights the advantages of a cohort analysis.Grouping users into cohorts based on their signup date can also be used to measure changes in engagement. It’s much easier to make informed decisions about new features and refinements when you can correlate cohort behavior changes in your startup analytics with product alterations. Instead of plotting the percentage of users who refer their friends each week, we’ll instead graph the percentage of users who sign up each week and then, at some point in the future, decide to refer their friends. This allows us to consistently focus on the experience of new users who aren’t tainted by prior experience with the product
KanBan (Capacity constraint) – Stories could be cataloged as being in one of four stages of development: in the product backlog, actively being built, done (feature complete), process of being validated.As engineers look for ways to increase their productivity, they start to realize that if they include the validation exercise from the beginning, the whole team can be more productive