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 ...

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 ...

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 ...