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Portfolio Success Assessment
Seeing and Fixing Your Growth Gap
Copyright © 2016 The Inovo Group LLC
The Problem
Your portfolio is expected to deliver more
than baseline growth. It is expected to
deliver accelerated growth required by your
stakeholders.
Around 20% of projects in your portfolio are
high impact projects that are key to
delivering the accelerated growth required.
BUT
These projects are the most uncertain
projects in the portfolio.
Time
Revenue
Baseline Growth
The Situation Today
Copyright © 2016 The Inovo Group LLC 3
Your Entire Portfolio The Impact projects Those That Will Succeed*
~20% ~30%
High Impact Successful
* Success = alive in 10 years with expected returns
The Growth Gap
Rule of Thumb - Around 20% of your
projects are high impact.
Their success (risk discounted) is required
for accelerated growth.
Estimates of risk discounted success are
notoriously inaccurate – only 30%
The accelerated growth curve is too
optimistic – there is a growth gap
Copyright © 2016 The Inovo Group LLC 4
Impact
projects
Time
Revenue
Believe you
have this growth
In reality you
have this growth
What You Believe About
Your Growth Gap
Copyright © 2016 The Inovo Group LLC 5
You have a growth gap but probably don’t know how big
it is and don’t have an effective way of filling it.
Likely Reality
You don’t have one You may be ignoring a problem
You have one and believe it is filled by your portfolio
You may be overly confident about your powers of
prediction
You have one and know it is not filled
You are realistic but don’t have the tools to do anything
about it
You have one and it is indeed filled
You are one of the few (but may actually have a
problem)
Imagine …
Which projects in your
portfolio that are high
impact and critical to
achieving accelerated
growth.
Copyright © 2016 The Inovo Group LLC 6
* Research shows that companies are approximately 30% accurate predicting success
Which of these impact
projects will be
successful with 70%
accuracy (instead of
30% accuracy*)
Why projects will be
unsuccessful and how
to shape them to
become successful
Identify Predict Re-imagine
A Portfolio Success Assessment
Select the top 20% of projects
that are high impact
Information
Gathering and
Simulation
preparation
Corporate Portfolio
Copyright © 2016 The Inovo Group LLC 7
Portfolio
Success
Workshop
Analyze projects and calculate
success and failure probabilities
Re-aligned High-
impact Portfolio
Deep-dive into specific projects to
reshape and re-align. Gap identification
Simulation
Proven Results
Healthcare company reduced
new product R&D spending by
87%
– Identified projects with low
probabilities of success.
– Shifted resources to programs
with better outlooks.
– These projects have gone on to
generate over $10 billion in
sales on an initial investment of
around $150M.
Copyright © 2016 The Inovo Group LLC 8
Fortune Article – August 5, 2015
"I would suggest that others
examine the work of a
former Intel colleague
Thomas Thurston. Thomas
has shown how a data-based
model can be distilled from
theory and can be very
influential in decision
making.” – Intel
"If you look at the future of management,
this is something people will look back on
as the first tool to introduce data-driven
management“ – 3M
"As our company looked at
different opportunities to
leverage our unique
technology more broadly in
the market, we followed
this same path and
partnered with Growth
Science, leveraging their
data-driven model and
analytic tools to help us get
insight and predict market
success rates for new and
different offerings.” - Cray
Time
Revenue
Improving Your Portfolio
• Fix the growth gap you know
you have
• Get rid of projects that will
never succeed
• Turn marginal projects into
highly successful ones
• Get an immediate return on
your investment of over 10:1
Copyright © 2016 The Inovo Group LLC 9
Get this
Not this
What You Get
Copyright © 2016 The Inovo Group LLC 10
Growth
SimulationTriage Shaping
Portfolio Triage
Identify the high-impact projects that are
required to achieve accelerated growth
Gather and extract information about the
projects through interviews and written
content
Simulation of High-impact projects
Preparation of input forms, simulation
execution
Report creation – findings, implications,
mortality adjusted NPV
Workshop
Shape existing portfolio projects to bend
then towards success
Identify areas (domains) for future
opportunity exploration to fill gaps
Portfolio Success Assessment
A Growth Portfolio Assessment Project
• Schedule
– Approximately 3 month effort
– 1/3 triage and info gathering, 1/3 simulation and
report generation, 1/3 analysis & shaping
workshop
• Resources
– One client liaison with knowledge of the portfolio
– Inovo team of innovation specialists
– Client team for Growth Portfolio Workshop
• Pricing*
– $200K for 10 project analysis
– Discount pricing for >10 projects analyzed
Copyright © 2016 The Inovo Group LLC 11
*Pilot programs are available
Powered by
Turn This Into This
Growth Science – Inovo’s Analytics Partner
• Based on research started in 2006 by Thomas
Thurston, looking at Intel’s growth investments
to discern patterns that could predict business
survival or failure
• Went to work with Clayton Christensen to
pursue this research and further develop the
algorithms at Harvard
• Became the basis of WR Hambrecht Ventures,
the world’s first quant venture capital fund and
one of the top performing portfolios in Silicon
Valley
• Growth Science was founded in 2008 to
provide a home for the fundamental research
and analytics engine
• Analytics Engine
– More than 3,500 documented real-time
corporate and startup predictions
– More than 10 billion data points harvested
– More than 1,000 data sources accessed
– More than 24,000 possible outcomes
simulated per analysis
– Guided billions of dollars in growth
investments for Fortune 500 firms
Copyright © 2016 The Inovo Group LLC 12
Get in Touch with Us Today to Find out How to
• Identify your high-impact projects
• Predict if they will succeed
• Shape certain low-success projects into
high-success ones
• Terminate the others
• Get 10:1 or more returns on your investment
in a Growth Portfolio Assessment
Copyright © 2016 The Inovo Group LLC 13
We can tell you which projects are likely
to fail, why, and what to do about it.
Powered by
www.theinovogroup.com
The Inovo Group
With Inovo as collaboration partner and
guide, clients transform their offerings,
cultures and innovation capabilities.
Copyright © 2016 The Inovo Group LLC 14
Larry Schmitt
Managing Partner and Co-founder
Ann Arbor, Michigan
P: +1 (734) 604-3887
E: lschmitt@TheInovoGroup.com
www.theinovogroup.com
Portfolio Success
Assessment
Behind the Scenes
Copyright © 2016 The Inovo Group LLC
Identifying High-impact Projects
A number of tools used in
addition to normal portfolio
management metrics
New factors taken into account
besides risk, size, and effort
Identify the 20% (approximately)
of projects that are key to
accelerated growth
Strategic
Innovation
Assessment
Agreement –
Certainty
Assessment
Should-Could
Assessment
Information Gathered
A 13 page input form filled in by Inovo who
gathers the information from the client
Information about both internal and external
factors
Qualitative, best available information can be
very ‘fuzzy’ (ambiguous, incomplete, etc.)
Works for ‘front-end’ opportunities that are
very early in the process as well as for
opportunities farther along in development
Copyright © 2016 The Inovo Group LLC 17
Predicting Success
Input is coded and fed into the simulation
Doesn’t rely on just what the company says
– uses independent information gathered
from public and private sources
Does not require precise quantitative data –
works with the imprecise descriptions of new
opportunities.
Proven predictive accuracy of 67%. Tested
with double-blind studies. Proven cash
returns.
Copyright © 2016 The Inovo Group LLC 18
The Simulation Engine
Copyright © 2016 The Inovo Group LLC 19
Simulation
4
Data Mining
3
Data Schema
2
Inputs
1
Qualitative
description of the
business or idea
Qualitative to
Quantitative Translation
+1,000 APIs (accessible data feeds)
+1,000 – 10 million data points per simulation
+10 billion data points harvested since 2008
Outputs
5
Communicated and
translated into action
+24,000 possible outcomes per simulation
+3,500 simulation runs to date
How Simulation is Different
Current Portfolio Approach - Intuition
• Method
– Income and NPV estimates are discounted by
technical, market or other risk factors
– Monte-carlo techniques used to determine
sensitivity and error bars
• Issue – Income estimates, discount rates and
risk factor estimates are derived from
subjective assessments – e.g. scorecards –
highly biased
• Issue – Uses potentially dozens of weighted
factors with presumed correlative significance
• Predictive accuracy of ~30%
Portfolio Success Approach - Simulation
• Method
– Inputs are derived from a description of the
opportunity – not from subjective estimates of
risk
– Results are based on the known outcomes of
demonstrated patterns using thousands of
independently gathered data inputs.
• Instead of a tornado diagram, you get a detailed
pattern tree showing why success or failure.
• The mortality adjusted numbers are the real
options value of the projects.
• Predictive accuracy of ~70%
Copyright © 2016 The Inovo Group LLC 20
Shaping Low-success Opportunities
Simulation report indicates alternative
decision paths
Some paths may be possible – others not
Workshop identifies potential alternatives
for each opportunity and charts a new
path.
Some go from red to yellow, some from
yellow to green
Copyright © 2016 The Inovo Group LLC 21
Copyright © 2016 The Inovo Group LLC 22
Enhance This Analysis
With This Insight
Do What Was Not Possible Before
• Get an accurate measure of your portfolio’s
value
• Identify which specific projects are the
problems
• Determine what to do with the problems –
shape them to be successful or drop them
• Understand how to specifically shape a
project to be more successful
• See the portfolio gaps that were hidden
Copyright © 2016 The Inovo Group LLC 23
QUANTITATIVE TOOLS HAVE HELPED THE WORLD
NOW THESE TOOLS ARE AVAILABLE
FOR CORPORATE INNOVATION

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Portfolio success assessment

  • 1. Portfolio Success Assessment Seeing and Fixing Your Growth Gap Copyright © 2016 The Inovo Group LLC
  • 2. The Problem Your portfolio is expected to deliver more than baseline growth. It is expected to deliver accelerated growth required by your stakeholders. Around 20% of projects in your portfolio are high impact projects that are key to delivering the accelerated growth required. BUT These projects are the most uncertain projects in the portfolio. Time Revenue Baseline Growth
  • 3. The Situation Today Copyright © 2016 The Inovo Group LLC 3 Your Entire Portfolio The Impact projects Those That Will Succeed* ~20% ~30% High Impact Successful * Success = alive in 10 years with expected returns
  • 4. The Growth Gap Rule of Thumb - Around 20% of your projects are high impact. Their success (risk discounted) is required for accelerated growth. Estimates of risk discounted success are notoriously inaccurate – only 30% The accelerated growth curve is too optimistic – there is a growth gap Copyright © 2016 The Inovo Group LLC 4 Impact projects Time Revenue Believe you have this growth In reality you have this growth
  • 5. What You Believe About Your Growth Gap Copyright © 2016 The Inovo Group LLC 5 You have a growth gap but probably don’t know how big it is and don’t have an effective way of filling it. Likely Reality You don’t have one You may be ignoring a problem You have one and believe it is filled by your portfolio You may be overly confident about your powers of prediction You have one and know it is not filled You are realistic but don’t have the tools to do anything about it You have one and it is indeed filled You are one of the few (but may actually have a problem)
  • 6. Imagine … Which projects in your portfolio that are high impact and critical to achieving accelerated growth. Copyright © 2016 The Inovo Group LLC 6 * Research shows that companies are approximately 30% accurate predicting success Which of these impact projects will be successful with 70% accuracy (instead of 30% accuracy*) Why projects will be unsuccessful and how to shape them to become successful Identify Predict Re-imagine
  • 7. A Portfolio Success Assessment Select the top 20% of projects that are high impact Information Gathering and Simulation preparation Corporate Portfolio Copyright © 2016 The Inovo Group LLC 7 Portfolio Success Workshop Analyze projects and calculate success and failure probabilities Re-aligned High- impact Portfolio Deep-dive into specific projects to reshape and re-align. Gap identification Simulation
  • 8. Proven Results Healthcare company reduced new product R&D spending by 87% – Identified projects with low probabilities of success. – Shifted resources to programs with better outlooks. – These projects have gone on to generate over $10 billion in sales on an initial investment of around $150M. Copyright © 2016 The Inovo Group LLC 8 Fortune Article – August 5, 2015 "I would suggest that others examine the work of a former Intel colleague Thomas Thurston. Thomas has shown how a data-based model can be distilled from theory and can be very influential in decision making.” – Intel "If you look at the future of management, this is something people will look back on as the first tool to introduce data-driven management“ – 3M "As our company looked at different opportunities to leverage our unique technology more broadly in the market, we followed this same path and partnered with Growth Science, leveraging their data-driven model and analytic tools to help us get insight and predict market success rates for new and different offerings.” - Cray
  • 9. Time Revenue Improving Your Portfolio • Fix the growth gap you know you have • Get rid of projects that will never succeed • Turn marginal projects into highly successful ones • Get an immediate return on your investment of over 10:1 Copyright © 2016 The Inovo Group LLC 9 Get this Not this
  • 10. What You Get Copyright © 2016 The Inovo Group LLC 10 Growth SimulationTriage Shaping Portfolio Triage Identify the high-impact projects that are required to achieve accelerated growth Gather and extract information about the projects through interviews and written content Simulation of High-impact projects Preparation of input forms, simulation execution Report creation – findings, implications, mortality adjusted NPV Workshop Shape existing portfolio projects to bend then towards success Identify areas (domains) for future opportunity exploration to fill gaps Portfolio Success Assessment
  • 11. A Growth Portfolio Assessment Project • Schedule – Approximately 3 month effort – 1/3 triage and info gathering, 1/3 simulation and report generation, 1/3 analysis & shaping workshop • Resources – One client liaison with knowledge of the portfolio – Inovo team of innovation specialists – Client team for Growth Portfolio Workshop • Pricing* – $200K for 10 project analysis – Discount pricing for >10 projects analyzed Copyright © 2016 The Inovo Group LLC 11 *Pilot programs are available Powered by Turn This Into This
  • 12. Growth Science – Inovo’s Analytics Partner • Based on research started in 2006 by Thomas Thurston, looking at Intel’s growth investments to discern patterns that could predict business survival or failure • Went to work with Clayton Christensen to pursue this research and further develop the algorithms at Harvard • Became the basis of WR Hambrecht Ventures, the world’s first quant venture capital fund and one of the top performing portfolios in Silicon Valley • Growth Science was founded in 2008 to provide a home for the fundamental research and analytics engine • Analytics Engine – More than 3,500 documented real-time corporate and startup predictions – More than 10 billion data points harvested – More than 1,000 data sources accessed – More than 24,000 possible outcomes simulated per analysis – Guided billions of dollars in growth investments for Fortune 500 firms Copyright © 2016 The Inovo Group LLC 12
  • 13. Get in Touch with Us Today to Find out How to • Identify your high-impact projects • Predict if they will succeed • Shape certain low-success projects into high-success ones • Terminate the others • Get 10:1 or more returns on your investment in a Growth Portfolio Assessment Copyright © 2016 The Inovo Group LLC 13 We can tell you which projects are likely to fail, why, and what to do about it. Powered by www.theinovogroup.com
  • 14. The Inovo Group With Inovo as collaboration partner and guide, clients transform their offerings, cultures and innovation capabilities. Copyright © 2016 The Inovo Group LLC 14 Larry Schmitt Managing Partner and Co-founder Ann Arbor, Michigan P: +1 (734) 604-3887 E: lschmitt@TheInovoGroup.com www.theinovogroup.com
  • 15. Portfolio Success Assessment Behind the Scenes Copyright © 2016 The Inovo Group LLC
  • 16. Identifying High-impact Projects A number of tools used in addition to normal portfolio management metrics New factors taken into account besides risk, size, and effort Identify the 20% (approximately) of projects that are key to accelerated growth Strategic Innovation Assessment Agreement – Certainty Assessment Should-Could Assessment
  • 17. Information Gathered A 13 page input form filled in by Inovo who gathers the information from the client Information about both internal and external factors Qualitative, best available information can be very ‘fuzzy’ (ambiguous, incomplete, etc.) Works for ‘front-end’ opportunities that are very early in the process as well as for opportunities farther along in development Copyright © 2016 The Inovo Group LLC 17
  • 18. Predicting Success Input is coded and fed into the simulation Doesn’t rely on just what the company says – uses independent information gathered from public and private sources Does not require precise quantitative data – works with the imprecise descriptions of new opportunities. Proven predictive accuracy of 67%. Tested with double-blind studies. Proven cash returns. Copyright © 2016 The Inovo Group LLC 18
  • 19. The Simulation Engine Copyright © 2016 The Inovo Group LLC 19 Simulation 4 Data Mining 3 Data Schema 2 Inputs 1 Qualitative description of the business or idea Qualitative to Quantitative Translation +1,000 APIs (accessible data feeds) +1,000 – 10 million data points per simulation +10 billion data points harvested since 2008 Outputs 5 Communicated and translated into action +24,000 possible outcomes per simulation +3,500 simulation runs to date
  • 20. How Simulation is Different Current Portfolio Approach - Intuition • Method – Income and NPV estimates are discounted by technical, market or other risk factors – Monte-carlo techniques used to determine sensitivity and error bars • Issue – Income estimates, discount rates and risk factor estimates are derived from subjective assessments – e.g. scorecards – highly biased • Issue – Uses potentially dozens of weighted factors with presumed correlative significance • Predictive accuracy of ~30% Portfolio Success Approach - Simulation • Method – Inputs are derived from a description of the opportunity – not from subjective estimates of risk – Results are based on the known outcomes of demonstrated patterns using thousands of independently gathered data inputs. • Instead of a tornado diagram, you get a detailed pattern tree showing why success or failure. • The mortality adjusted numbers are the real options value of the projects. • Predictive accuracy of ~70% Copyright © 2016 The Inovo Group LLC 20
  • 21. Shaping Low-success Opportunities Simulation report indicates alternative decision paths Some paths may be possible – others not Workshop identifies potential alternatives for each opportunity and charts a new path. Some go from red to yellow, some from yellow to green Copyright © 2016 The Inovo Group LLC 21
  • 22. Copyright © 2016 The Inovo Group LLC 22 Enhance This Analysis With This Insight
  • 23. Do What Was Not Possible Before • Get an accurate measure of your portfolio’s value • Identify which specific projects are the problems • Determine what to do with the problems – shape them to be successful or drop them • Understand how to specifically shape a project to be more successful • See the portfolio gaps that were hidden Copyright © 2016 The Inovo Group LLC 23 QUANTITATIVE TOOLS HAVE HELPED THE WORLD NOW THESE TOOLS ARE AVAILABLE FOR CORPORATE INNOVATION