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 Management Articles
Data Management Articles
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…
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.…
AI Is Not Just a Tool
The Camera Lie At some point in every panel, someone leans into the microphone and says it: “AI is just a…
Unstructured Data Management: Unlocking Hidden Value in Enterprise Information
Not all data is created equal. Unlike structured data, which resides in well-defined fields and tables, unstructured data lacks clear…
Democratizing Data with Text-to-SQL: How Natural Language Is Unlocking Enterprise Intelligence
Data Access Shouldnʼt Require a Translator In most enterprises, data access still feels like a locked room with SQL as…
Empowering Organizations Through Data Literacy, Governance, and Business Literacy
In my journey as a data management professional, I’ve come to believe that the road to becoming a truly data-centric…
Explaining the Why Behind Data Quality Dimensions
Data quality is measured across dimensions, but why? Data quality metrics exist to support the business. The value of a…
Stop Feeding AI Junk: A Systematic Approach to Unstructured Data Ingestion
It’s go-time for enterprise AI. A PagerDuty global survey of 1,000 IT and business executives found that 62% of companies…