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Agile Analytics
Atif Abdul Rahman
Advisor – Customer Analytics, STC
24th May, 2016
Discovering Expectations
“Culture eats
strategy for
breakfast”
Peter Drucker
Saeed
Saeed
23rd April, 2013 on Associated Press Twitter Account:
Breaking: Two explosions in the White House and Barack Obama is injured.
In 2 Minutes:
$136 Billion
S&P 500
Functional Ecological
Matrix Committees
Functional Ecological
Matrix Committees
Functional Ecological
Matrix Committees
What is your
organization’s
Decision Map?
Functional Ecological
Matrix Committees
What is your
organization’s
Decision Map?
EveryData: John Johnson and Mike Gluck
EveryData: John Johnson and Mike Gluck
EveryData: John Johnson and Mike Gluck
EveryData: John Johnson and Mike Gluck
EveryData: John Johnson and Mike Gluck
EveryData: John Johnson and Mike Gluck
EveryData: John Johnson and Mike Gluck
EveryData: John Johnson and Mike Gluck
EveryData: John Johnson and Mike Gluck
EveryData: John Johnson and Mike Gluck
Data Skills?
Beginning of the project
vs End of the project
Expectations
Knowledge
Investments
Infrastructure
Agility is learning by doing,
planning in constraints,
empirical and collaborative
Minimum
Viable Insight
to take that
Decision & Act
SECI Model: Takeuchi and Nonaka
Iterations don’t reveal the
solutions as much as they
help refine the questions
Iteration 1 Iteration 2 Iteration 3 Iteration 4 Iteration N
• First time a lot of
experiments must
be undertaken
with variations
• Clearly irrelevant
experiments will
filter out
• The problem
statement starts
to become more
prominent
• Potential close
solutions are in
sight
• Winning recipes
are converged!
Growth Hacking: A Series of Nudges to reach the best questions (and solutions)
33
Science is Agile by Design
There is a thing called Gravity
Gravity warps space and time
Gravitational Waves are Real
Refinements of
understanding takes
place in increments
Call to Action

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Agile Analytics: Discovering Expectations

Notas del editor

  1. Sprints
  2. Growth Hacking and Nudges