The Lynchpin of AI

The Lynchpin of AI

There is no doubt that Artificial Intelligence or AI is the buzzword of the year.  New AI products are announced everyday.   Also in the news though, and rightly so, are the drawbacks and biases of AI and discussions of how to solve these issues.  The core...

Solving Data Zombies

Solving Data Zombies

In the realm of data management, the term “data zombies” has emerged as a fitting metaphor for outdated, irrelevant, and low-quality data that lurks within an organization’s databases. These data zombies are more than mere apparitions; they can haunt your analytics, lead to costly errors, and drain your resources. However, much like a skilled author weaving a narrative, data quality can serve as the protagonist in your data story, effectively vanquishing these spectral entities.

The Many Facets of Patient Record Deduplication

Death by medical error or accident is the nation’s leading cause of accidental death, exceeding all other types of accidental death combined.   In a country with some of the most advanced medical technology on earth, one might wonder how this happens.  Duplicate and...

Blogs

by | Nov 17, 2023

Blogs

Blogs

November 17, 2023

With extensive experience in the data industry, I am a seasoned professional specializing in managing teams who create efficient enterprise reporting solutions for healthcare. My expertise lies in the management of teams that design and implement ETL, data mastering, and analytics solutions that meet clients business requirements. As a senior solutions architect and team manager, I have a proven track record of providing effective leadership, fostering collaboration, and delivering high-quality software solutions. I am dedicated to both technical and business user mentoring and ensuring excellence in all endeavors.

Blogs

by | Nov 17, 2023

Blogs

Blogs

November 17, 2023

With extensive experience in the data industry, I am a seasoned professional specializing in managing teams who create efficient enterprise reporting solutions for healthcare. My expertise lies in the management of teams that design and implement ETL, data mastering, and analytics solutions that meet clients business requirements. As a senior solutions architect and team manager, I have a proven track record of providing effective leadership, fostering collaboration, and delivering high-quality software solutions. I am dedicated to both technical and business user mentoring and ensuring excellence in all endeavors.

Twenty years ago, the healthcare industry was striving to collect as much data as possible across as many indicators as possible. Vacuum up as much as you can, and analyze it later was the name of the game. The thinking was that without overwhelming data collection, your competitors would leave you in the dust.

It’s easy to see the potential that data could bring to healthcare.  Everything from better treatments and patient engagement, to opportunities for identifying patterns and trends in disease, to new targeted revenue streams was just over the horizon.  And data was obviously  the key to unlock it all.  Analytics would transform the entire industry.  The more data the better!

However, it soon became clear that collecting data and utilizing it were too different games.  Many healthcare organizations fell victim to the phenomenon of having vast amounts of data that was unusable, and thus the unrealized potential continued.

A wide host of things can make data unusable.  Some of the biggest culprits are a lack of standardization, mastering, and interoperability. If your data can’t be standardized, then you can’t pull accurate results.  Without mastering, you can’t follow trends and determine attribution.  And without interoperability, your data can’t cooperate and inform your other systems.

SIG specializes in freeing your organization from that trap.  Technology and a good data team can help you dig out from this quagmire and solve this data predicament.  We can groom and process your data and make it work within your data warehouse, bringing accuracy to your analytics so you can make the best business decisions for your organization.

Give us a call, tell us your data problems, and hear our solutions.