Tips for Building a Data Science Capability
WH4vS
WH4vS
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BOOZ ALLEN’S DATA SCIENCE DELIVERY MODEL<br />
Booz Allen’s <strong>Data</strong> <strong>Science</strong> Delivery Model describes<br />
the ongoing activities that collectively evolve an<br />
organization to an analytics-driven culture. We work<br />
with organizations to approach analytics in a holistic<br />
matter through three phases:<br />
+ Imagine Outcomes focuses on deconstructing<br />
business problems to define objectives that<br />
will be met through analytics. We work with our<br />
clients to create analytics strategies, prioritize<br />
initiatives, and establish a collaborative environment<br />
around analytics.<br />
+ Generate Insights is where our experts apply<br />
data science and advanced analytics methods,<br />
tools, and techniques to support our clients in<br />
unveiling analytic insights.<br />
+ Realize Value turns the analytic insights into<br />
actionable results that enhance an organization’s<br />
effectiveness, efficiency, and/or bottom line. We<br />
support our clients in putting analytics into<br />
production, developing feed-back ecosystems,<br />
establishing an environment of continuous<br />
learning, and building and managing their talent.<br />
DATA SCIENCE DELIVERY MODEL<br />
IMAGINE<br />
OUTCOMES<br />
What do I want to<br />
achieve and how will I<br />
get there?<br />
•Identify business problems<br />
and desired outcomes<br />
•Create analytic strategy<br />
and approach<br />
Opportunity Prioritization, Idea Generation, Relationship <strong>Building</strong><br />
ACCELERATORS<br />
IMAGINE O U T C O M E S<br />
DOMAIN KNOWLEDGE<br />
including industry expertise, familiarity with data sets,<br />
and operational understanding, underpins an<br />
organization’s ability to maximize the value from its data<br />
GENERATE INSIGHTS<br />
ANALYTICS-<br />
DRIVEN<br />
CULTURE<br />
ACCELERATORS<br />
ollaborative<br />
GENERATE<br />
INSIGHTS<br />
How do I unleash the<br />
value from my data?<br />
•Apply data science to<br />
generate insights<br />
•Develop, test and<br />
evaluate hypotheses<br />
nalytics,<br />
ata<br />
aluation,<br />
echnology Infusion<br />
REALIZE VALUE<br />
ACCELERATORS<br />
REALIZE VALUE<br />
For my operations, organization,<br />
bottom line, and culture<br />
•Implement analytics in the enterprise<br />
•Identify and apply insights to generate value<br />
ctivated nalytics,<br />
daptive nterprise,<br />
ituational<br />
ensing<br />
Analytics Culture | 7