Your Data Lake is a Write-Only Memory

It's 2 AM when the alert hits: "Machine 47 running 15° above spec." The factory manager asks the obvious question: "Which other machines from this vendor are showing temperature anomalies?" The data team's response? "We have five years of sensor data...