Large, established organizations fear disruption from big tech and startups. In trying to thwart that they have resorted to several approaches to innovation to scale such as labs, acquisitions and spin-outs. Most have not succeed often due to the impediments that corporate culture and organizational design bring. The Innovation Engine is a framework developed by Andrew Breen which addresses these issues. Andrew has built this not only from his experience building eight tech startups but also in his current role building a Lean startup at American Express.
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The Innovation Engine, Andrew Breen, American Express
1. The Innovation Engine
A framework for overcoming cultural
and organizational impediments to
innovation at scale
Andrew Breen
VP, Product Delivery
American Express
Copyright 2015-6 Andrew Breen
2. Who am I?
Studied CS, Human-
Computer Interaction
and Business
Founder or early
leader at 8 tech
startups
Spent 20+ years
building tech
products as an
engineer and now
leading product
Five years at Palm
Learning a lot
building iterative
software in a
hardware process
Currently at American
Express
Where I’ve been
asked to build a lean
startup inside the
enterprise
Professor (adjunct) @
NYU Stern
Teaching technology
product management
and innovation using
lean
Advisor for VCs/startups as well as large orgs on innovation & product development
Copyright 2015-6 Andrew Breen
3. We’re in an age of constant disruption
Copyright 2015-6 Andrew Breen
5. Responsive organizations are built to
learn and respond rapidly through the
open flow of information
Copyright 2015-6 Andrew Breen Courtesy: Responsive.org
7. Responsive organizations organize as a
network of employees, customers, and
partners motivated by shared purpose
Copyright 2015-6 Andrew Breen Courtesy: Responsive.org
8. Does that sound like your company?
Or is yours more of a command and
control organization?
Copyright 2015-6 Andrew Breen
9. Command and control was well suited for
predictable environments
Copyright 2015-6 Andrew Breen
10. In the digital era, the environment is
less predictable and controllable
Copyright 2015-6 Andrew Breen
11. Consumers are empowered
Information has been democratized and
made transparent
Communication is instantaneous and
ubiquitous
The only constant is change
Copyright 2015-6 Andrew Breen
12. Many of our large organizations are
vestiges of 20th century management
thinking
Copyright 2015-6 Andrew Breen
13. 21st century responsive organizations are
designed to thrive in less predictable
environments
Copyright 2015-6 Andrew Breen
14. More Predictable <-> Less Predictable
Courtesy: Responsive.org & ThoughtWorksCopyright 2015-6 Andrew Breen
15. What are the cultural and organizational
impediments to being responsive?
Copyright 2015-6 Andrew Breen
16. Ideas are currency because execution is difficult
Siloed organizations lead to overlap or gaps in responsibilities
Alignment is needed for nearly all decisions
Middle management has no incentive to change and protects
their fiefdoms
“You want to test what?” Sales & marketing shields
customers and the brand from experiments
Copyright 2015-6 Andrew Breen
17. IT is stuck in its ways and largely dependent on vendors
Big regression risk means high analysis and testing overhead
“Let’s all become Agile!” might not be the right decision
Stack ranking or similar performance systems punish risk
taking and drive self interested behaviors
The culture does not accept failure
Copyright 2015-6 Andrew Breen
18. None of this supports innovation
Copyright 2015-6 Andrew Breen
19. If you do have an R&D team, they tend
to focus solely on tech innovation…
…most innovation comes via biz model,
customer experience or product
Copyright 2015-6 Andrew Breen
20. How do you continue to evolve
the existing business
while exploring new ones?
Copyright 2015-6 Andrew Breen
21. Copyright 2015-6 Andrew Breen
Start a
lab?
Put in the
middle of
existing
ops?
Is there another way?
Can you be ambidextrous?
22. Copyright 2015-6 Andrew Breen
Optimization Engine
Known needs & solutions
Predictable
Big bets with plans
Enhance
Improve
Innovation Engine
Unknown needs & solutions
Non-linear
Small bets with hypotheses
Develop
Invent
23. Copyright 2015-6 Andrew Breen
Optimization Engine
Known needs & solutions
Predictable
Big bets with plans
Enhance
Improve
Innovation Engine
Unknown needs & solutions
Non-linear
Small bets with hypotheses
Develop
Invent
60% 30% 10%
Low risk, operate
Iterate existing products
Existing customers with known needs
Medium risk
New solutions for existing
needs under existing
model
High risk
Disruptive
New needs & models
Lab?
Existing Product Journeys
Goals
Experimentation, leverage, purpose, new KPIEfficiency, optimization, CSat, company KPI
Focus
24. Copyright 2015-6 Andrew Breen
Optimization Engine
Known needs & solutions
Predictable
Big bets with plans
Enhance
Improve
Innovation Engine
Unknown needs & solutions
Non-linear
Small bets with hypotheses
Develop
Invent
60% 30% 10%
Low risk, operate
Iterate existing products
Existing customers with known needs
Medium risk
New solutions for existing
needs under existing
model
High risk
Disruptive
New needs & models
Lab?
Existing Product Journeys
Goals
Experimentation, leverage, purpose, new KPIEfficiency, optimization, CSat, company KPI
Focus
Key
coordination
point
25. Resentment is created when innovation
teams put up walls, believe they are the
ideas people and stop listening to ideas
(ironically, including from users)
Copyright 2015-6 Andrew Breen
26. The innovation engine is NOT the ideas
team
They are builders…
…just like the optimization engine
Copyright 2015-6 Andrew Breen
27. However, its a unique skill and mindset as
2/3rds+ of your hypotheses are never
going to be realized
Innovation engine people have to be
highly collaborative and willing to take
on risk
Copyright 2015-6 Andrew Breen
28. Setup a process to capture ideas and
feed them to the engine
Copyright 2015-6 Andrew Breen
29. The engines validate with customers
(Lean is pervasive across both engines)
Avoid “hack-a-thons” and the like…they
only demoralize
Copyright 2015-6 Andrew Breen
30. How do you organize the engines?
Copyright 2015-6 Andrew Breen
31. Put people who are more product operational in
the 60% optimization engine and those open to
risk in the innovation engine
Lay out your top level product journeys as the
key organizing paradigm (for 60% and 30%)
Kill any notion of a web or mobile strategy
Find a place for the 10% (a lab?)
Copyright 2015-6 Andrew Breen
32. Make sure your functional organization is not
making teams operate waterfall
How about flipping the strong-weak axis to the
product team?
Product Team Design Team Engineering Team
Copyright 2015-6 Andrew Breen
33. Consider a “squad” model
P
P P P
D
D D D
E
E E E
Product Team Design Team Engineering Team
FunctionalModel
“Project” Team
SquadModel
P
D E
Product Squad A
P
D E
Product Squad B
P
D E
Product Squad C
Copyright 2015-6 Andrew Breen
34. Walter Isaacson explains, "The lesson of Bell
Labs is that most feats of sustained
innovation cannot and do not occur in an
iconic garage or the workshop of an
ingenious inventor. They occur when people
of diverse talents, mind-sets and expertise
are brought together, preferably in close
physical proximity where they can have
frequent meetings and serendipitous
encounters.”
Copyright 2015-6 Andrew Breen
35. In short, process begets innovation
(and large organizations are good at process, right?)
Copyright 2015-6 Andrew Breen
36. Experiment across iterative cycles
Prototype
Problem & concept
validation mostly
using qualitative
techniques
(e.g. 10-50 in-person
sessions)
Proof-of-Concept
Solution validation
using qualitative &
quantitative
techniques
(5,000-10,000 users
in controlled env)
Production
Scaled solution
validation using
mostly quantitative
measures
(released to full user
base)
Max 90 days Max 90 days Max 90 days
Copyright 2015-6 Andrew Breen
37. Make sure your performance review system is
driving the right behavior
Most corporate review systems are designed
as annual review of individual performance…
that’s a problem
Copyright 2015-6 Andrew Breen
38. Focus on group goals in short iterative cycles
Company goals + Product KPI = Personal OKRs
Espouse hypothesis testing and make it transparent and
part of reviews
Change employee evaluations from delivery to product
performance (and learnings)
Separate reviews from comp and promotional cycles
Copyright 2015-6 Andrew Breen
39. Let’s not forget the leverage a large
organization can provide
Copyright 2015-6 Andrew Breen
40. Resources: capital and support functions
Brand: ability to leverage an existing brand
(but also be bound by it)
Customers: millions of installed, active and
loyal customers to test with
Copyright 2015-6 Andrew Breen
41. Some things that help
A product and process you can give to
others
Real transparency and free flow of
communication
(no information hiding to preserve power)
Constantly reviewing, iterating and
adapting the process itself
Integrate your subject matter experts
and support roles into your process
A foil
Copyright 2015-6 Andrew Breen
Exec sponsorship & IT buy-in with strong
relationships across the organization
A like-minded tight team: they’ll face
many hurdles
(regularly read the Agile manifesto)
A challenging product problem the
company hasn’t been able to execute
against
42. And remember…
its better to beg for forgiveness than ask
for permission…
but don’t be a cowboy
Copyright 2015-6 Andrew Breen
43. A Lean innovation engine delivers
products and services that users need at
a fraction of the time, cost and risk
Copyright 2015-6 Andrew Breen
46. 1. Empathize with and advocate for the user focusing on their need
2. Know if you’re finding the user need or the solution for the need
3. Don’t plan, establish a vision and build
4. Define and drive toward your KPI
5. Simplify everything: products and process
6. Prioritize on user need, biz impact and constraints (in that order)
7. De-risk your product by minimizing unknowns
8. Validate don’t speculate (as early and often as you can)
9. Iterate toward the vision but work on today...one thing at a time
10. Show don’t tell
11. Push, pivot or kill (no sacred cows)
12. Launch it and love it...own it (release is a step not a goal)
13. Organize by skills not roles and stay small
14. Engage stakeholders for advice and action, early and often
15. Communicate actively, passively and transparently
16. Manage by supporting (don’t command)
Copyright 2015-6 Andrew Breen