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Agile Methodologies | Business Intelligence & Analytics | Cloud Computing | Life Sciences | Master Data Management


Why AI Matters for Commercial Pharma & Biopharma
When most people think about Artificial Intelligence (AI) showing how pharma and biopharma companies are harnessing AI to improve...

Darryl D Williams
Feb 174 min read
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Unlocking Trillions: Generative AI's Game-Changing Potential
In a world constantly reshaped by technological innovation, generative AI stands out as a transformative force with the potential to add...

Darryl D Williams
Jun 6, 20242 min read
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What is a Robot?
Just finished reading a short article from IEEE on what makes a robot ... a robot. https://robotsguide.com/learn/what-is-a-robot/

Darryl D Williams
May 15, 20241 min read
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The Enigma of Russell's Paradox: A Dive into Set Theory
Professor Jeffrey Kaplan walks through set theory and the perplexing world of Russell's Paradox, a foundational conundrum in mathematics...

Darryl D Williams
May 10, 20241 min read
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A classic! If you're a math geek such as I, you'll like this...
I missed this question by a "few" years on the SAT. Curious to know how many people shooting for an 800 on the math section remember this...

Darryl D Williams
May 8, 20241 min read
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Data Lineage Demystified: A Dip into Your Data's Journey
This blog post explores the fundamental role of data lineage as a key component of state-of-the-art data governance frameworks and tools....

Darryl D Williams
Dec 4, 20233 min read
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Managing The Razor’s Edge: challenges with customer Master Data - Part 6: Merging and Consolidation
If you have followed this blog, you can see that there are numerous challenges that data professionals face when dealing with the...

Darryl D Williams
Nov 29, 20232 min read
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Managing The Razor’s Edge: challenges with customer Master Data - Part 5b: Matching Types
There are multiple challenges that data professionals face when dealing with the creation and maintenance of master data entities. From...

Darryl D Williams
Oct 10, 20213 min read
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Impaired Assets: Consequences and opportunities with the growth of cloud computing
Make no mistake about it: the growth of public, private, and hybrid clouds is changing corporate and IT landscapes forever, According to...

Darryl D Williams
Oct 9, 20211 min read
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Managing The Razor’s Edge: challenges with customer Master Data - Part 5a: Matching
In the last post, we covered the standardization process that increases the quality and usability of an organization’s mission-critical...

Darryl D Williams
Apr 13, 20212 min read
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Managing The Razor’s Edge: challenges with customer Master Data - Part 4: Standardization
One process that increases the quality and usability of an organization’s mission-critical data is standardization. Any high-quality,...

Darryl D Williams
Jul 28, 20202 min read
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From Data Governance to Intelligence and Wisdom
In a recent dialogue with friend and colleague, Joseph Avellino, we wondered if there was a way to simplify the value delivered by...

Darryl D Williams
Jul 2, 20202 min read
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Managing The Razor’s Edge: challenges with customer Master Data - Part 3: Ingestion
In the previous post, we acknowledged that lengthy MDM cycles create a disconnect within the enterprise when it comes to accurately and...

Darryl D Williams
Jul 1, 20203 min read
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Managing The Razor’s Edge: challenges with customer Master Data - Part 2: Lengthy MDM Cycles
In this Razor’s Edge post, I will cover some details around the terminology used in the Part 1 overview and relate them to everyday...

Darryl D Williams
May 5, 20202 min read
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Managing The Razor’s Edge: the balance between accuracy and data quality of customer Master Data
There is no more significant EIM activity that occurs within LSOs than customer MDM.

Darryl D Williams
Feb 10, 20203 min read
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How to Leverage Compliance and Transparency Data to Provide Value Back to the Business
The path for using compliance data analytics: Central Repository; Hierarchical Dimensional Data; Timely Data Capture; Targeted Tasks.

Darryl D Williams
Oct 29, 20193 min read
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How to Make the Most of the Big Data in Compliance Reporting
The event purpose was to assess why LSOs collect data related to compliance and help them recognize what they can do with it.

Darryl D Williams
Sep 29, 20184 min read
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Your Life Sciences Organization Needs a Dose of Healthy Data
This is an era of unprecedented opportunity for pharmaceutical and medical device manufacturers. It’s also an era of unprecedented...

Darryl D Williams
Jul 12, 20167 min read
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Systems of Care: How Life Sciences Can Gain High-Def Views of their Markets and Customers
Life Sciences orgs are narrowing the gap between volumes of data and insights gained from them.

Darryl D Williams
Mar 7, 20163 min read
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BIG Data + The Cloud = BIG Opportunity for Life Sciences
Big Data is already being used to extract market insight and intelligence across industries. It can be the same for life sciences as well.

Darryl D Williams
Jan 27, 20162 min read
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