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Why Strategic Decision
Making Goes Wrong
in companies & government
Peter Cochrane
COCHRANE
a s s o c i a t e s
cochrane.org.uk
ca-global.biz
Monday, 26 August 13
* An incomplete understanding
* Dynamic data/information
* Unappreciated complexity
* Unintended consequences
* Changing environment
* Misplaced motivation
* Management hubris
* Personal reward
* The unexpected
* Novel situation
* Short termism
* Inexperience
* Short termism
* + + + + + + + + +
Monday, 26 August 13
C O M P A N I E S A R E
AWASH WITH DATA
Monday, 26 August 13
C O M P A N I E S A R E
AWASH WITH DATA
...thas is
stored..
...and may be
examined
Monday, 26 August 13
...and
specific
features
extracted
Monday, 26 August 13
...to be discussed
at length
Monday, 26 August 13
...and identifiable
parameters
classified
Monday, 26 August 13
. . . t o c re a t e
reasonable
& sensible
options
Monday, 26 August 13
...and by far the most
popular method
or technique
for choosing ?
I n t u i t i o n !
Monday, 26 August 13
...This often seems to work well
in the short term, but then turns
into a long term failure - often
with dire consequences!
Monday, 26 August 13
And worse, the impact
then spreads across
the entire
company !
Monday, 26 August 13
C O M P A N I E S A R E
AWASH WITH DATA
How
come
Monday, 26 August 13
...and ancient
m a n a g e m e n t
m e t h o d s n o
longer work
Everything and everyone
is now connected
The world is no longer
a simple, linear, well
b e h av e d a n d w e l l
understood place
It all got complex, dynamic
and non-linear !
Monday, 26 August 13
In a non-linear and
chaotic world a minor
error can result in a
very big outcome....
So what is needed and
what should we be
doing ?
Monday, 26 August 13
An effective
model of the
company and
market is a
m i n i m u m
requirement
Monday, 26 August 13
F I N D I N G T H E
RIGHT DATA
IS VITAL
Monday, 26 August 13
Take into account the stochastic nature of
business and the rate of informational change
Monday, 26 August 13
Build a computer
model - conduct
Monte Carlo
simulations for
all scenarios
many many
times to
reduce the
variance &
the overall
risk to some
level of acceptability
σ
Monday, 26 August 13
...thereby reducing
risk and chance
even further
Monday, 26 August 13
W A R G A M E
Every aspect and area of
doubt around the core
values identified by the
computer model.....
.test and check...
..test and check...
...test and check...
Monday, 26 August 13
Press GO and then
mitigate the risk in real
time by feeding actuality
back into the model as
decisions are enacted...
...the change you invoke will change
the environment and the optima of
the model.....which will dynamically
move in near real time...
Monday, 26 August 13
GO
Starting
Conditions
Output/
Change
Continuous
output/change
feedback to
m o d i f y t h e
initial/starting
conditions of
the model
Monday, 26 August 13
Complexity dictates that
we ‘navigate’ our way
through a rapidly changing
environment....
...continual mid
course corrections
are the new norm
Monday, 26 August 13
As of today this is the best the
military and business can do!
Monday, 26 August 13
The
future
will be
different
ca-global.biz
cochrane.org.uk
COCHRANE
a s s o c i a t e s
Our machine
dependence
will grow as
our intuition
increasingly
fails to account
for complexity...
Monday, 26 August 13

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Why Strategic Decision Making Goes Wrong

  • 1. Why Strategic Decision Making Goes Wrong in companies & government Peter Cochrane COCHRANE a s s o c i a t e s cochrane.org.uk ca-global.biz Monday, 26 August 13
  • 2. * An incomplete understanding * Dynamic data/information * Unappreciated complexity * Unintended consequences * Changing environment * Misplaced motivation * Management hubris * Personal reward * The unexpected * Novel situation * Short termism * Inexperience * Short termism * + + + + + + + + + Monday, 26 August 13
  • 3. C O M P A N I E S A R E AWASH WITH DATA Monday, 26 August 13
  • 4. C O M P A N I E S A R E AWASH WITH DATA ...thas is stored.. ...and may be examined Monday, 26 August 13
  • 6. ...to be discussed at length Monday, 26 August 13
  • 8. . . . t o c re a t e reasonable & sensible options Monday, 26 August 13
  • 9. ...and by far the most popular method or technique for choosing ? I n t u i t i o n ! Monday, 26 August 13
  • 10. ...This often seems to work well in the short term, but then turns into a long term failure - often with dire consequences! Monday, 26 August 13
  • 11. And worse, the impact then spreads across the entire company ! Monday, 26 August 13
  • 12. C O M P A N I E S A R E AWASH WITH DATA How come Monday, 26 August 13
  • 13. ...and ancient m a n a g e m e n t m e t h o d s n o longer work Everything and everyone is now connected The world is no longer a simple, linear, well b e h av e d a n d w e l l understood place It all got complex, dynamic and non-linear ! Monday, 26 August 13
  • 14. In a non-linear and chaotic world a minor error can result in a very big outcome.... So what is needed and what should we be doing ? Monday, 26 August 13
  • 15. An effective model of the company and market is a m i n i m u m requirement Monday, 26 August 13
  • 16. F I N D I N G T H E RIGHT DATA IS VITAL Monday, 26 August 13
  • 17. Take into account the stochastic nature of business and the rate of informational change Monday, 26 August 13
  • 18. Build a computer model - conduct Monte Carlo simulations for all scenarios many many times to reduce the variance & the overall risk to some level of acceptability σ Monday, 26 August 13
  • 19. ...thereby reducing risk and chance even further Monday, 26 August 13
  • 20. W A R G A M E Every aspect and area of doubt around the core values identified by the computer model..... .test and check... ..test and check... ...test and check... Monday, 26 August 13
  • 21. Press GO and then mitigate the risk in real time by feeding actuality back into the model as decisions are enacted... ...the change you invoke will change the environment and the optima of the model.....which will dynamically move in near real time... Monday, 26 August 13
  • 22. GO Starting Conditions Output/ Change Continuous output/change feedback to m o d i f y t h e initial/starting conditions of the model Monday, 26 August 13
  • 23. Complexity dictates that we ‘navigate’ our way through a rapidly changing environment.... ...continual mid course corrections are the new norm Monday, 26 August 13
  • 24. As of today this is the best the military and business can do! Monday, 26 August 13
  • 25. The future will be different ca-global.biz cochrane.org.uk COCHRANE a s s o c i a t e s Our machine dependence will grow as our intuition increasingly fails to account for complexity... Monday, 26 August 13