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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 using agentic AI expect a return of 171% on average. But getting to ROI is no easy task. Recent surveys show mixed results on efforts thus far, with “getting strategies right” and “making data ‘AI-ready’” […]


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Author: Kumar Goswami

Rethinking (Data) Politics in the Workplace
Most people cringe when they hear the word politics in the workplace. It brings to mind backroom deals, favoritism, turf wars, and decision-making that feels more about power than about progress. In the world of data, politics often gets blamed for blocking change — departments hoarding information, leaders fighting over priorities, and executives struggling to […]


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Author: Robert S. Seiner

The Good AI: Data Contracts for AI Transparency
“AI is only as trustworthy as the data that fuels it.”  This statement has never been more relevant. AI systems now power decisions, affecting credit approvals, medical diagnoses, fraud detection, and countless other critical areas. Yet without transparency into data sources, quality, and lineage, AI can quickly become a black box — opaque, unpredictable, and […]


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Author: Subasini Periyakaruppan

Strengthening Compliance with Better Data
Compliance today isn’t just about keeping pace with rules and regulations; it’s about keeping pace with culture. Globalization, geopolitical uncertainty, and rapid shifts in technology mean the risks companies face are more complex than ever. Yet too many organizations are still relying on legacy systems, outdated processes, and once-a-year, check-a-box training to protect their people […]


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Author: Ty Francis

The Book Look: Data Interoperability
Dave Wells is a thought leader and influencer in the world of data. Early on in his role as TDWI education director — in the wild frontier days of data warehousing — he selected some of the data movers and shakers, such as Bill Inmon and Ralph Kimball, to present at world conferences. Dave played […]


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Author: Steve Hoberman

LLMs Are Rewriting the Rules of Behavioral Targeting
Marketers missed the real story while they scrambled to rebuild audience targeting without cookies: LLMs weren’t just changing how we write. They were rewriting the rules of how we understand consumer behavior online.  The death of the third-party cookie was supposed to kill behavioral targeting. Instead, it’s about to become a lot smarter. The New […]


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Author: Neej Gore