The Good AI: Use Case Determination for Scale, Trust, and Longevity
One of the most common patterns across organizations is this: A surge of excitement around AI, several pilots launched quickly, impressive demos,…
Data Management News, Articles, & Education
Get a thorough Data Management education through TDAN’s Business Intelligence articles, news, and blogs.
Using Artificial Intelligence and Machine learning to Improve Data Quality in Cloud Native Data Pipelines
Introduction: Why Data Quality Is Harder Than Ever Data quality has always been important, but in today’s world of cloud-native…
Data Errors in Financial Services: Addressing the Real Cost of Poor Data Quality
Data quality issues continue to plague financial services organizations, resulting in costly fines, operational inefficiencies, and damage to reputations. Even…
AI Success Isn’t Magic, It’s Built on Data Strategy
AI has moved far beyond the experimental stage. Across industries, organizations are proving that AI can deliver measurable business value when it’s built…
Data Is Risky Business: When the Tide Goes Out, Who Will Have Their Swimming Trunks On?
In my last column, I wrote about the emerging research on the impact of generative AI on the ability of…
Building Robust Cybersecurity Frameworks with Outdated Infrastructure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…
Why BI Competency Centers Matter More Than Ever to Data Governance
As enterprises expand their ambitions for data, analytics, and AI, the Business Intelligence Competency Center (BICC) is undergoing a quiet…
Who Owns the Data?
In many mid-sized organizations, the real barriers to data maturity aren’t technical — they’re relational. Decisions get delayed. Reports misfire.…
Through the Looking Glass: Data Stewards in the Realm of Gondor
Author’s note: I’ve been working on an article continuing my exploration of human creativity and generative AI. This time, I take…
The Data-Centric Revolution: Evolution of Metrics in a Data-Centric Enterprise (Part 2)
In the previous installment of this series, we outlined a progression that we believe firms can and should work through as they use metrics to try to…