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Building a Data Analytics Capability
Amy Pawloski,Bristol-Myers Squibb
Head of U.S. Compliance & Ethics Monitoring and Data Analytics
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The views and opinions presented here are mine alone and do not reflect the views or opinions of my employer, Bristol-Myers Squibb.
Disclaimer
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Why Invest in C&E Data Analytics?
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How would you respond?
If a government investigator comes to you tomorrow…
and asks you what is the compliance health of your business or function …
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Mea
sure
Aga
inst
Inte
rnal
Sta
ndar
ds
Measure Against External Standards
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Basic Types of C&E Analytics
Policy Violations
Outliers Trending KPIs
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Simple, Single Source Analytics ExampleNon-Speaker Programs (Lunch & Learns) Meal Cost Per Person
Sample Data – For Illustrative Purposes Only
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Sample Data – For Illustrative Purposes Only
Simple, Single Source Analytics ExampleNon-Speaker Programs (Lunch & Learns) Meal Cost Per Person
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Sample Data – For Illustrative Purposes Only
Simple, Single Source Analytics ExampleNon-Speaker Programs (Lunch & Learns) Meal Trending
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Product DJohn Doe
Mary Canary
John Doe
George Clooney
12345
67890
12345
54321
Sample Data – For Illustrative Purposes Only
Simple, Single Source Analytics ExampleNon-Speaker Programs (Lunch & Learns) Meal Trending
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○ Senior Management Buy-In
○ What Data Will You Look At
○ Business Engagement
○ Legal Involvement
○ Governance Structure
Considerations
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○ Refresh Frequency
○ Retention Periods
○ How to Resource
○ IT Partnering
○ User Access
Additional Considerations
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o Strong Management Support
o Start Small and Controlled
o Document Requirements
o Document Scope
o Business Involvement
o Data/Insights Made Actionable
Best Practices
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Thank You!