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A risk manager once walked over to my desk holding a printout. One number on it was circled. Not wrong, exactly. Just different from the number on the same report the day before, a...
A few years back, I sat through a production incident review where the root cause turned out to be a single stored procedure nobody on the team had touched in four years. The origi...
AI-generated information is entering enterprise data pipelines, knowledge systems, and private models. This blog explains what model collapse means and how clean lineage, synthetic...
For the past two decades, most enterprise data engineering systems have been built on one default assumption: People understand the system. The system executes the pipeline. Engine...
There's a particular kind of silence that happens on a call when a regulator asks, "Can you walk me through exactly how this number was calculated?" and the person on the other end...
Recognition highlights the role of LineageAIâ„¢ in keeping complex commercial commitments and operational records connected over time
There's an awkward moment in every agentic data project. The agent works. It writes decent SQL, it reasons about schema, it proposes a migration that looks right. And then somebody...
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