Today’s data pipelines use transformations to convert raw data into meaningful insights. Yet, ensuring the accuracy and reliability of these transformations is no small feat – tools and methods to test the variety of data and transformation can be daunting. Transformations generally involve changing raw data that has been cleansed and validated for use by […]
The Role of DSPM in Data Compliance: Going Beyond CSPM for Regulatory Success
Cloud security posture management (CSPM) and data security posture management (DSPM) are two approaches to securing cloud environments, each with its own capabilities and techniques. Many organizations may benefit most from a combination of the two, based on their particular needs. Before deciding on an approach, researching vendors, and investing in a solution, it is […]
Navigating the Sea of Data Mapping Solutions
This is the third and final blog post in my “Charting a Course Through the Data Mapping Maze.” If you’ve been following the previous posts, thanks for joining me on this journey. Part one defined data mapping and outlined key components and why it’s essential. Part two explored how data mapping works, the common techniques used, […]
From Chaos to Clarity: How Metadata Shapes the Future of Data Management
Just as the sun serves as the gravitational center, orchestrating the dance of planets in our cosmic neighborhood, data governance stands as the cornerstone in the vast realm of data management. Without a doubt, it’s the gravitational force that holds everything together. Let’s dive deeper into this analogy. Imagine for a moment that our solar […]
Ask a Data Ethicist: What Happens to Your Data When a Company Goes Bankrupt?
The recent meltdown of 23andme and what might become of their DNA database got me thinking about this question: What happens to your data when a company goes bankrupt? To say the past year has been a tough one for 23andme is an understatement. This latest turn of events, which involves infighting between management and […]
The AI Paradox: Why Investment Doesn’t Guarantee Success Without Privacy and Security
Year after year, organizations across industries have continued to push the limits of their technology capabilities through the increased adoption of AI. To put this into perspective, global investments in AI more than doubled in 2023, reaching $200 billion, and the market is now expected to reach a valuation of nearly $2 trillion within the next […]
Mind the Gap: Migration Projects – Gaining Traction or Spinning Your Wheels
Hardware and software migration projects are like crack for IT executives. Especially when the number on the new invoice is smaller than the number on the old invoice. Even better when the products can be folded into a previously negotiated enterprise agreement and made to appear free. Add to that an audience with the vendor […]
Poor Data Fuels Interdepartmental Conflict and Organizational Inefficiency – Here’s What to Do
In a recent conversation with one of our customers, my team uncovered a troubling reality: Poor data quality wasn’t just impacting their bottom line but also causing friction between departments. In one instance, they explained how their marketing team could not run a campaign on time because they had to wait for the IT team […]
Metadata Management: The Critical Foundation for Data Leverage
We’ve all been there – searching for hours through a tangled mess of files, databases, and drives, trying to find a simple sales report from last quarter. The data exists somewhere, but good luck with trying to use it. This kind of data chaos throttles productivity every day across organizations. Valuable insights remain buried and […]
Best Practices for Getting Company Data Ecosystems AI-Ready
Organizations invest considerable resources into collecting customer data to build digital footprints and profiles for enhancing the customer experience (CX). Previous technologies and toolsets limited businesses to simple, structured data, which included mainly transactional information as well as customer and call center conversations. Then, they would use a solution like sentiment analysis to determine if […]