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Jun 18 2025

AI and Business Transformation: Balancing Innovation and Control

AI is no longer just a concept or a futuristic tool. It’s here and it’s likely already integrated into many aspects of your business, potentially in ways you might not even realize. AI’s potential to transform how we operate, deliver services, and optimize workflows offers significant benefits, but it also comes with responsibilities — and […]

Living the Ungoverned Life

Organizations often assume they have data governance under control, but in reality, many are simply reacting to data chaos rather than actively managing it. This isn’t due to negligence or a lack of concern — rather, it’s because they don’t recognize that governance is already happening, albeit informally and inconsistently. Every day, employees make critical […]

Decentralized, Centralized, and Federated Data Governance

In my discussions with CIOs over the last several years, they have repeatedly told me that they strongly dislike traditional data governance. And asked at times, could they just be data custodians. When I asked why, they said they either forced it top-down on their organization, and everyone disliked them for doing it; or, IT […]

Building Robust Cybersecurity Frameworks with Outdated Infrastructure

Infrastructure security is a leading concern for cybersecurity professionals today. Cybercriminals are targeting industrial systems with increasing frequency, and these attacks can have devastating consequences. Further complicating the issue is the fact that many communities rely on outdated technology, leaving them vulnerable to disruption. Understanding the Security Challenges of Legacy Systems Although many heavy industries […]

Building Sustainable Data Centers for the Digital Age

Data centers are increasingly necessary in today’s digitally dependent world. However, these specialized facilities are incredibly resource-intensive, requiring the professionals designing them to make numerous sustainable decisions. Which steps should they follow in such processes? Identify Areas for Improvement Many data center projects focus on changing existing structures to make them maximally sustainable. Similarly, some […]

Data Crime: A Motorcycle Is Not a Honda Civic

I call it a “data crime” when someone is abusing or misusing data. When we understand these stories and their implications, it can help us learn from the mistakes and prevent future data crimes. The stories can also be helpful if you must explain the importance of data management to someone. The Story A man registered […]

Data Crime: Bob Smith

I call it a “data crime” when someone is abusing or misusing data. When we understand these stories and their implications, it can help us learn from mistakes and prevent future data crimes. The stories can also be helpful if you have to explain the importance of data management to someone. The Story I met Bob Smith! While that […]

The True Cost of Your Data in the Cloud

As organizations increasingly migrate to the cloud, understanding the true cost of storing and managing data is essential. Cloud computing offers scalability, flexibility, and a range of services that can significantly enhance operational efficiency. However, these benefits come with a price. Without careful planning and management, cloud data costs can quickly escalate, impacting the overall […]

Harnessing the Potential of IoT Data

“Big data” refers to data sets that are so complex and large they cannot be analyzed or processed using traditional methods. However, despite the complexity of big data, it has become a major part of our digital-centric society. The amount of big data generated by the internet and internet users has exploded over the last […]

Master Data Match Rules

As part of a master data management (MDM) implementation, a series of rules must be implemented to determine if two records refer to the same real-world entity that they represent. In the world of MDM, this is often referred to as the golden record, and master data match rules identify when two should become one. Introduction […]

Data Governance Made Simple

Those of us in the field of enterprise data management are familiar with the many authors contributing their knowledge and expertise to the data management body of knowledge.[1] We are also very familiar with the many, varied, and often conflicting ways in which data management terms are used. “Data architecture,” “data integration,” and even terms […]

The Importance of Data Due Diligence

Acquiring an existing business can be an exceptional way to make your entrepreneurial dreams come to life — or even diversify your investment portfolio. But, unless you do your research well, you’re opening yourself up to a lot of unnecessary risk. The process of due diligence involves the appraisal and assessment of a potential investment, […]

Explainable AI: 5 Open-Source Tools You Should Know

Explainable AI refers to ways of ensuring that the results and outputs of artificial intelligence (AI) can be understood by humans. It contrasts with the concept of the “black box” AI, which produces answers with no explanation or understanding of how it arrived at them. Explainable AI tools are software and systems that provide transparency […]

The Currency of Information: Managing Data as an Asset (Part Three)

Data professionals often talk about the importance of managing data and information as organizational assets, but what does this mean? What is the actual business value of data and information? How can this value be measured? How do we manage data and information as assets? These are some of the questions that I intend to […]

The Currency of Information: What Kind of Asset Is Data? (Part Two)

Data professionals often talk about the importance of managing data and information as organizational assets, but what does this mean? What is the actual business value of data and information? How can this value be measured? How do we manage data and information as assets? These are some of the questions that I intend to […]

Synchronized Video Data Collaboration for Multi-Layered Insights

In this digital age, large amounts of data are produced and consumed every second. And particularly for experienced bloggers in the data management or IT industry, synchronized video data collaboration represents an untapped wellspring of potential. By harnessing this data revolution, businesses can gain multi-layered insights into consumer behavior and enhance organizational performance. The Undeniable […]

Exploring Cloud Computing Risks and Security Hurdles

The worldwide shift toward cloud computing significantly changes how businesses approach data management and operation. Regardless of whether private, public, or hybrid cloud models are employed, the advantages of cloud computing are numerous, including heightened efficiency, reduced expenses, and increased flexibility. Nonetheless, utilizing cloud computing carries potential risks that need to be addressed for sustainable […]

Use of Big Data in Investing

In a turn of events unanticipated by most analysts, young people — Gen Zers and Millennials, in particular — are outpacing older generations in 401(k) contributions. Furthermore, young people are investing earlier than ever, with 31% of Millennials having started investing before turning 21. But with growing investment opportunities for young generations and their unprecedented […]

The Impact of AI on the DBA

Artificial Intelligence, or AI, is having a significant impact on most industries and job roles these days, and it will only increase as AI techniques and algorithms improve over time. I’m sure you’ve heard about things like natural language processing, machine learning, and large language models such as those used by ChatGPT and Google Bard. […]

Estimating the Data Mining Tool Market

The recently published report by Research Nester, Global Data Mining Tool Market: Global Demand Analysis & Opportunity Outlook 2027, delivers detailed overview of the global data mining tool market in terms of market segmentation by service type, function type, industry type, deployment type, and region. The report also encompasses the industry growth drivers, restraints, supply […]

Auditing Database Access and Change

The increasing burden of complying with government and industry regulations imposes significant, time-consuming requirements on IT projects and applications. And nowhere is the pressure to comply with regulations greater than on data stored in corporate databases. Organizations must be hyper-vigilant as they implement controls to protect and monitor their data. One of the more useful […]

Lack of Proper Test Data Poses Bottleneck

The world is in a digital revolution. Business models are increasingly based on software applications. IT is operating at a faster pace than ever before and has become a vital component of modern business. The speed of application development is becoming a decisive factor for a company’s success. Implementing an optimized test data management program […]

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Category Archives: Data Management Features