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 ...
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Why data lineage breaks before technology fails
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 ...
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 biggest problem organizations face around data management today actually comes from within,” according to Thomas Schutz, SVP, General Manager of Experian Data Quality. (Carmody, 2016)* According ...
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