All in the Data: Artificial Versus Natural Intelligence
Artificial intelligence has become the phrase of the decade … maybe even the phrase of the generation. It shows up in boardrooms, product demos,…
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From Assist to Act: The Five-Layer Architecture for Trustworthy Agentic Systems
The conversation around enterprise AI is changing quickly, but not always in the direction people expect. The hype cycle wants…
Why AI, Data, and Analytics Need a Governance Framework
Achieving business success today increasingly depends on getting the right information at the right time — so people can make decisions at…
Legal Issues for Data Professionals: AI Personas
This column addresses key legal and data issues arising from the creation and commercialization of “AI Personas.” It covers the…
Eyes on Data: The Value of Data Products and Innovation for AI Optimization
Artificial intelligence has entered a phase that feels both inevitable and strangely precarious. The hype is unmistakable. So is the…
Preparing CRM Data for AI: Architecture, Quality, and Governance Considerations
Many enterprise AI initiatives continue to struggle — with 95% failing to deliver ROI due to inadequate data infrastructure and 70% of organizations reporting minimal positive…
All in the Data: The State of Data Governance in 2026
In 2026, data governance has stopped tiptoeing around the edges of organizational strategy and stepped directly into the spotlight, whether organizations are…
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,…
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…
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…