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IN-MARKET EXPERIMENTS:
THE SCIENCE OF PLACING
SMALL BETS FAST
January 2013
Meeting Logistics
›› 35 minute presentation
›› 25 minutes for Q&A
›› Submit questions through QA widget at anytime—some answered during
webinar and some post-webinar
›› Slides and replay of event available after webinar
›› Download our first webinar, Design Thinking for the Business Case:
http://peerinsight.com/downloads/dt4bcwebinar.pdf
ABOUT TODAY’S WEBINAR
1
Tim Ogilvie is co-founder of Peer Insight. He is keen on helping
large organizations create new experiences, services, and
business models.
Tim is co-author of Designing for Growth but spends most of
his time practicing in the field, not writing or teaching. Tim is
passionate about entrepreneurship and placing small bets fast.
Jessica Dugan is a Senior Design Consultant at Peer Insight
with a passion for people and their stories. Drawing on her
background in design research and strategy, Jessica uses this
passion to collaborate in the creation of innovative services that
improve the quality of the life. She holds a Masters of Design
and MBA from the Institute of Design in Chicago.
TODAY’S PRESENTERS
2
HOW DO LEAPS OF FAITH OCCUR?
Progressive:
Rate Comparison
“Ticker” (2001)
HP: Snapfish
1-hour print
(2006)
The Hartford:
FleetAhead
(2009)
AARP: Life
Reimagined
(2011)
Will side-by-side
quotes drive away
customers we want
to win?
If we refer our
customer to a
nearby retail photo
finisher, do we
lose her for life?
Will our fleet
customers trade
privacy for
lower insurance
premiums?
If we offer a
different kind
of service, can
we expand our
customer base?
3
Asked to describe design, Tim Brennan of
Apple’s Creative Services drew the following picture:
DESIGN THINKING IS OFTEN
TREATED AS A MYSTERY
? $
4
WE SEE DESIGN THINKING AS
A PROBLEM-SOLVING PROCESS
What is? What if? What wows? What works?? $
5
OUR BUSINESS CASE METHOD
FOLLOWS FIVE STEPS
*Adapted from Rita McGrath, “Discovery-driven Planning”
1.	 Formulate a novel value proposition
2.	 Define future success as an income statement*
3.	 Spell out the assumptions
›› What would have to be true?
4.	Test the make-or-break assumptions
›› Thought experiments
›› In-market experiments
5.	 Based on test results, refine the model,
refine the value proposition, or re-assess the
investment potential of this opportunity
6
1.	 Formulate a novel value proposition
2.	 Define future success as an income statement*
3.	 Spell out the assumptions
›› What would have to be true?
4.	
5.	 Based on test results, refine the model,
refine the value proposition, or re-assess the
investment potential of this opportunity	
4.	Test the make-or-break assumptions
›› Thought experiments
›› In-market experiments
OUR BUSINESS CASE METHOD
FOLLOWS FIVE STEPS
*Adapted from Rita McGrath, “Discovery-driven Planning”
7
Thought Experiments
Hypothetical experiments that use
logic and existing data.
›› Envisioned experiences,
require imagination
›› Set in the future
›› 2D and 3D
In-Market Experiments
Experiments conducted in the
marketplace with actual partners
and customers.
›› Live experiences, meant to feel real
(even if some elements are faked)
›› Set in the present
›› 4D, persist over time (even in brief)
THERE ARE TWO WAYS TO TEST ASSUMPTIONS
8
Progressive:
Rate Comparison
“Ticker” (2001)
HP: Snapfish
1-hour print
(2006)
The Hartford:
FleetAhead
(2009)
AARP: Life
Reimagined
(2011)
REMEMBER THESE LEAPS OF FAITH?
Will side-by-side
quotes drive away
customers we want
to win?
If we refer our
customer to a
nearby retail photo
finisher, do we
lose her for life?
Will our fleet
customers trade
privacy for
lower insurance
premiums?
If we offer a
different kind
of service, can
we expand our
customer base?
9
tantalizing
possibility
A B
PARALYSIS
what lies beneath
chasm of unintended
consequences
potential
reward
POUNCE
A B
PARALYSIS POUNCE
ANOTHER INNOVATOR’S DILEMMA
10
SIX SINS OF IN-MARKET EXPERIMENTS
1.	 Hi-Fidelity
Believing it has to look and feel
real/polished
2.	 Quantifying
Thinking it must yield quantitatively
significant (and repeatable) results
3.	 Going Solo
Using only your firm’s resources
and IP to stand up the experiment—
even if it takes longer
4.	Business Model Next
Focusing on the user experience
and technical solution now and
worrying about defensibility and
scalability later
5.	 IP Protection
Keeping all the ideas concealed
until they are patent-protected
6.	 100% Belief
Committing to a specific vision of
the solution and looking only for
signs of success
11
tantalizing
possibility
A B
PARALYSIS
what lies beneath
chasm of unintended
consequences
potential
reward
POUNCE
A B
PARALYSIS POUNCE
TWO POSSIBLE RESULTS – BOTH BAD
67%Unexplored
opportunities
33%Large bets placed slowly
(too-big-to-fail)
12
tantalizing
possibility
PROBE
what lies beneath
chasm of unintended
consequences
potential
reward
B1 B2
A B
PARALYSIS POUNCE
THE REMEDY? IN-MARKET EXPERIMENTS
13
SIN #1: HI-FIDELITY
Hi-Fidelity
Quantifying
Going Solo
Business Model Next
IP Protection
100% Belief
Low-Fidelity
Fake-it-before-you-make-it
instead of try this
14
INSTEAD OF HI-FIDELITY
TRY LOW-FIDELITY
Key Assumption
Customers who
see a slightly
lower price from a
competitor will still
favor Progressive.
PROGRESSIVE
484
AM. FAMILY
562
000
STATE FARM
525
ALLSTATE
644
000
000 000
15
SIN #2: QUANTIFYING
Hi-Fidelity
Quantifying
Going Solo
Business Model Next
IP Protection
100% Belief
Build One
(then 10, then 100)
instead of try this
16
INSTEAD OF QUANTIFYING
TRY BUILD ONE
Key Assumption
Customers who
try the kiosk for
2-hour service will
return to Snapfish.
17
INSTEAD OF QUANTIFYING
TRY BUILD ONE
Tool: Alpha-Beta Planning Table
Number	
  of	
  Installations
Number	
  of	
  Participants
Dollar	
  Investment
Build	
  Time
Test	
  Time
Fulfillment	
  Partners
Testing	
  What?
Is	
  it	
  Scalable?
Is	
  there	
  a	
  Hard	
  Stop?
What	
  is	
  the	
  Feature	
  Set?
Is	
  the	
  Technology	
  viable? No
none
Key	
  assumptions
No
Yes
Hypothesized	
  Features
0
$500
5	
  days 30	
  days
3	
  weeks
Beta	
  Feature	
  Set	
  +
Same
...
...
IN-­‐MARKET	
  EXPERIMENTS
Yes	
  (back-­‐end	
  platform+year	
  1	
  biz	
  model)
Yes
Same	
  as	
  Beta,	
  plus
No
Full	
  Scale
No
Specific,	
  Limited	
  Features
Yes
No
Key	
  assumptions
Small	
  only
5	
  months
9	
  weeks
Branded,	
  if	
  possible
150	
  days	
  (+option	
  to	
  extend)
Yes
Initial	
  Feature	
  Set	
  
Full	
  Initial	
  Feature	
  Set
No
COMMERCIAL	
  LAUNCH
30X
30X
$5M+
DETAILS ALPHA
2	
  sites
$750k-­‐$1.5M
150-­‐200
THOUGHT	
  EXPERIMENTS
15-­‐20
$500k
10	
  sites
BETA
0	
  sites
18
SIN #3: GOING SOLO
Hi-Fidelity
Quantifying
Going Solo
Business Model Next
IP Protection
100% Belief
Other People’s Money
(and IP)
instead of try this
19
INSTEAD OF GOING SOLO
TRY OTHER PEOPLE’S MONEY
Key Assumption
Fleet customers
will incur the
inconvenience of
telematics to get a
lower premium.
20
INSTEAD OF GOING SOLO
TRY OTHER PEOPLE’S MONEY
Key Assumption
Customers will
engage in peer-
to-peer mentoring
in an environment
hosted by AARP
and its partners.
21
SIN #4: BUSINESS MODEL NEXT
Hi-Fidelity
Quantifying
Going Solo
Business Model Next
IP Protection
100% Belief
Control Points Nowinstead of try this
22
UBIQUITOUS CONSTRAINED
Free,
available
to all Commodity
Many
providers
exist
Several
providers
exist
Possible
to observe
+ copy
Branded +
expensive
to copy
Producible
by only a
few firms
Protected by
contractual
secrecy
Protected
by patent
Protected
by concealment
Brand
Device
Data transmission
Display/cues to drivers
Display/cues to manager
Historical data
Customized interventions
Re-pricing algorithms
Revenue sharing model
Architecture control
INSTEAD OF BUSINESS MODEL NEXT
TRY CONTROL POINTS NOW
Tool: Control Point Grid
?
?
?
23
OTHER COMMON SINS
Hi-Fidelity
Quantifying
Going Solo
Business Model Next
IP Protection
100% Belief
IP Connection
Services IP table; 3-ring template
instead of try this
Innovation Accounting
Split tests
Reverse income statement
instead of try this
24
RECAP: SIX SINS OF IN-MARKET EXPERIMENTS
1.	 Hi-Fidelity
2.	 Quantifying
3.	 Going Solo
4.	Business Model Next
5.	 IP Protection
6.	 100% Belief
25
BUT THEN THE WORLD LOOKS LIKE THIS
tantalizing
possibility
A B
PARALYSIS
what lies beneath
chasm of unintended
consequences
potential
reward
POUNCE
A B
PARALYSIS POUNCE
26
INSTEAD: USE IN-MARKET EXPERIMENTS
the
science
of placing
small
bets fast
Hi-Fidelity
Quantifying
Going Solo
Business
Model Next
IP Protection
100% Belief
instead of
Low-Fidelity
Build One
Other People’s
Money
Control Points
Now
IP Connection
Innovation
Accounting
try this using these tools!
Key assumptions list
Alpha-Beta table
Control point grid
Services IP table
3-ring template
Split tests
Reverse income statement
27
IN-MARKET EXPERIMENTS IN PERSPECTIVE
IN-MARKET
EXPERIMENTS
TECHNICAL BUILD +
QUANTITATIVE RESEARCH
WHAT HOW
“building the right thing” “building things right”
TIM OGILVIE
togilvie@peerinsight.com
703 314 3123
JESSICA DUGAN
jdugan@peerinsight.com
312 532 8729
CHECK OUT OUR BLOG
peerinsight.com/musings
FOLLOW US ON TWITTER
@peerinsight
Thank you!

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In-Market Experiments: The Science of Placing Small Bets Fast

  • 1. i IN-MARKET EXPERIMENTS: THE SCIENCE OF PLACING SMALL BETS FAST January 2013
  • 2. Meeting Logistics ›› 35 minute presentation ›› 25 minutes for Q&A ›› Submit questions through QA widget at anytime—some answered during webinar and some post-webinar ›› Slides and replay of event available after webinar ›› Download our first webinar, Design Thinking for the Business Case: http://peerinsight.com/downloads/dt4bcwebinar.pdf ABOUT TODAY’S WEBINAR
  • 3. 1 Tim Ogilvie is co-founder of Peer Insight. He is keen on helping large organizations create new experiences, services, and business models. Tim is co-author of Designing for Growth but spends most of his time practicing in the field, not writing or teaching. Tim is passionate about entrepreneurship and placing small bets fast. Jessica Dugan is a Senior Design Consultant at Peer Insight with a passion for people and their stories. Drawing on her background in design research and strategy, Jessica uses this passion to collaborate in the creation of innovative services that improve the quality of the life. She holds a Masters of Design and MBA from the Institute of Design in Chicago. TODAY’S PRESENTERS
  • 4. 2 HOW DO LEAPS OF FAITH OCCUR? Progressive: Rate Comparison “Ticker” (2001) HP: Snapfish 1-hour print (2006) The Hartford: FleetAhead (2009) AARP: Life Reimagined (2011) Will side-by-side quotes drive away customers we want to win? If we refer our customer to a nearby retail photo finisher, do we lose her for life? Will our fleet customers trade privacy for lower insurance premiums? If we offer a different kind of service, can we expand our customer base?
  • 5. 3 Asked to describe design, Tim Brennan of Apple’s Creative Services drew the following picture: DESIGN THINKING IS OFTEN TREATED AS A MYSTERY ? $
  • 6. 4 WE SEE DESIGN THINKING AS A PROBLEM-SOLVING PROCESS What is? What if? What wows? What works?? $
  • 7. 5 OUR BUSINESS CASE METHOD FOLLOWS FIVE STEPS *Adapted from Rita McGrath, “Discovery-driven Planning” 1. Formulate a novel value proposition 2. Define future success as an income statement* 3. Spell out the assumptions ›› What would have to be true? 4. Test the make-or-break assumptions ›› Thought experiments ›› In-market experiments 5. Based on test results, refine the model, refine the value proposition, or re-assess the investment potential of this opportunity
  • 8. 6 1. Formulate a novel value proposition 2. Define future success as an income statement* 3. Spell out the assumptions ›› What would have to be true? 4. 5. Based on test results, refine the model, refine the value proposition, or re-assess the investment potential of this opportunity 4. Test the make-or-break assumptions ›› Thought experiments ›› In-market experiments OUR BUSINESS CASE METHOD FOLLOWS FIVE STEPS *Adapted from Rita McGrath, “Discovery-driven Planning”
  • 9. 7 Thought Experiments Hypothetical experiments that use logic and existing data. ›› Envisioned experiences, require imagination ›› Set in the future ›› 2D and 3D In-Market Experiments Experiments conducted in the marketplace with actual partners and customers. ›› Live experiences, meant to feel real (even if some elements are faked) ›› Set in the present ›› 4D, persist over time (even in brief) THERE ARE TWO WAYS TO TEST ASSUMPTIONS
  • 10. 8 Progressive: Rate Comparison “Ticker” (2001) HP: Snapfish 1-hour print (2006) The Hartford: FleetAhead (2009) AARP: Life Reimagined (2011) REMEMBER THESE LEAPS OF FAITH? Will side-by-side quotes drive away customers we want to win? If we refer our customer to a nearby retail photo finisher, do we lose her for life? Will our fleet customers trade privacy for lower insurance premiums? If we offer a different kind of service, can we expand our customer base?
  • 11. 9 tantalizing possibility A B PARALYSIS what lies beneath chasm of unintended consequences potential reward POUNCE A B PARALYSIS POUNCE ANOTHER INNOVATOR’S DILEMMA
  • 12. 10 SIX SINS OF IN-MARKET EXPERIMENTS 1. Hi-Fidelity Believing it has to look and feel real/polished 2. Quantifying Thinking it must yield quantitatively significant (and repeatable) results 3. Going Solo Using only your firm’s resources and IP to stand up the experiment— even if it takes longer 4. Business Model Next Focusing on the user experience and technical solution now and worrying about defensibility and scalability later 5. IP Protection Keeping all the ideas concealed until they are patent-protected 6. 100% Belief Committing to a specific vision of the solution and looking only for signs of success
  • 13. 11 tantalizing possibility A B PARALYSIS what lies beneath chasm of unintended consequences potential reward POUNCE A B PARALYSIS POUNCE TWO POSSIBLE RESULTS – BOTH BAD 67%Unexplored opportunities 33%Large bets placed slowly (too-big-to-fail)
  • 14. 12 tantalizing possibility PROBE what lies beneath chasm of unintended consequences potential reward B1 B2 A B PARALYSIS POUNCE THE REMEDY? IN-MARKET EXPERIMENTS
  • 15. 13 SIN #1: HI-FIDELITY Hi-Fidelity Quantifying Going Solo Business Model Next IP Protection 100% Belief Low-Fidelity Fake-it-before-you-make-it instead of try this
  • 16. 14 INSTEAD OF HI-FIDELITY TRY LOW-FIDELITY Key Assumption Customers who see a slightly lower price from a competitor will still favor Progressive. PROGRESSIVE 484 AM. FAMILY 562 000 STATE FARM 525 ALLSTATE 644 000 000 000
  • 17. 15 SIN #2: QUANTIFYING Hi-Fidelity Quantifying Going Solo Business Model Next IP Protection 100% Belief Build One (then 10, then 100) instead of try this
  • 18. 16 INSTEAD OF QUANTIFYING TRY BUILD ONE Key Assumption Customers who try the kiosk for 2-hour service will return to Snapfish.
  • 19. 17 INSTEAD OF QUANTIFYING TRY BUILD ONE Tool: Alpha-Beta Planning Table Number  of  Installations Number  of  Participants Dollar  Investment Build  Time Test  Time Fulfillment  Partners Testing  What? Is  it  Scalable? Is  there  a  Hard  Stop? What  is  the  Feature  Set? Is  the  Technology  viable? No none Key  assumptions No Yes Hypothesized  Features 0 $500 5  days 30  days 3  weeks Beta  Feature  Set  + Same ... ... IN-­‐MARKET  EXPERIMENTS Yes  (back-­‐end  platform+year  1  biz  model) Yes Same  as  Beta,  plus No Full  Scale No Specific,  Limited  Features Yes No Key  assumptions Small  only 5  months 9  weeks Branded,  if  possible 150  days  (+option  to  extend) Yes Initial  Feature  Set   Full  Initial  Feature  Set No COMMERCIAL  LAUNCH 30X 30X $5M+ DETAILS ALPHA 2  sites $750k-­‐$1.5M 150-­‐200 THOUGHT  EXPERIMENTS 15-­‐20 $500k 10  sites BETA 0  sites
  • 20. 18 SIN #3: GOING SOLO Hi-Fidelity Quantifying Going Solo Business Model Next IP Protection 100% Belief Other People’s Money (and IP) instead of try this
  • 21. 19 INSTEAD OF GOING SOLO TRY OTHER PEOPLE’S MONEY Key Assumption Fleet customers will incur the inconvenience of telematics to get a lower premium.
  • 22. 20 INSTEAD OF GOING SOLO TRY OTHER PEOPLE’S MONEY Key Assumption Customers will engage in peer- to-peer mentoring in an environment hosted by AARP and its partners.
  • 23. 21 SIN #4: BUSINESS MODEL NEXT Hi-Fidelity Quantifying Going Solo Business Model Next IP Protection 100% Belief Control Points Nowinstead of try this
  • 24. 22 UBIQUITOUS CONSTRAINED Free, available to all Commodity Many providers exist Several providers exist Possible to observe + copy Branded + expensive to copy Producible by only a few firms Protected by contractual secrecy Protected by patent Protected by concealment Brand Device Data transmission Display/cues to drivers Display/cues to manager Historical data Customized interventions Re-pricing algorithms Revenue sharing model Architecture control INSTEAD OF BUSINESS MODEL NEXT TRY CONTROL POINTS NOW Tool: Control Point Grid ? ? ?
  • 25. 23 OTHER COMMON SINS Hi-Fidelity Quantifying Going Solo Business Model Next IP Protection 100% Belief IP Connection Services IP table; 3-ring template instead of try this Innovation Accounting Split tests Reverse income statement instead of try this
  • 26. 24 RECAP: SIX SINS OF IN-MARKET EXPERIMENTS 1. Hi-Fidelity 2. Quantifying 3. Going Solo 4. Business Model Next 5. IP Protection 6. 100% Belief
  • 27. 25 BUT THEN THE WORLD LOOKS LIKE THIS tantalizing possibility A B PARALYSIS what lies beneath chasm of unintended consequences potential reward POUNCE A B PARALYSIS POUNCE
  • 28. 26 INSTEAD: USE IN-MARKET EXPERIMENTS the science of placing small bets fast Hi-Fidelity Quantifying Going Solo Business Model Next IP Protection 100% Belief instead of Low-Fidelity Build One Other People’s Money Control Points Now IP Connection Innovation Accounting try this using these tools! Key assumptions list Alpha-Beta table Control point grid Services IP table 3-ring template Split tests Reverse income statement
  • 29. 27 IN-MARKET EXPERIMENTS IN PERSPECTIVE IN-MARKET EXPERIMENTS TECHNICAL BUILD + QUANTITATIVE RESEARCH WHAT HOW “building the right thing” “building things right”
  • 30. TIM OGILVIE togilvie@peerinsight.com 703 314 3123 JESSICA DUGAN jdugan@peerinsight.com 312 532 8729 CHECK OUT OUR BLOG peerinsight.com/musings FOLLOW US ON TWITTER @peerinsight Thank you!