The problem rarely announces itself as a technology failure. It usually surfaces during a routine regulatory return, an internal review, or a late-stage audit question. The numbers reconcile. The ...

Forbes contributors publish independent expert analyses and insights. Gary Drenik is a writer covering AI, analytics and innovation. AI rarely fails because of bad models alone. More often it fails ...

Abhi Sharma, Founder and CEO at Relyance AI. Every organization evaluating or experimenting with AI faces a growing challenge: Traditional data lineage systems are falling short in providing the ...

Debate and discussion around data management, analytics, BI and information governance. Perhaps you’ve heard someone mention “data lineage” in a meeting. You might have nodded along while secretly ...

Data lineage took last priority when sell-side data officers were asked where they’ve made the most progress automating in the last 12 months. WatersTechnology’s 2025 Data Management Automation ...

The new feature — business lineage — provides business users with a visual map of the metadata as it flows across enterprise systems. Data intelligence software provider Alation on Monday added a new ...