Your backlog has a deadline: What AI adoption does to unremediated data risk
Everyone has a backlog. Now there’s a deadline.
Let’s get one thing out of the way early: your remediation backlog is not a personal failing. Every organization has one. Every organization has always had one. Somewhere in your environment there is a storage bucket whose owner left the company in 2021, a finding that’s been reassigned three times and quietly reclassified as low priority, and a folder called temp_final_v2 that has outlived two reorgs and one acquisition.
This is not incompetence!
Discovery scans generate findings faster than humans can close them, new data arrives faster than old data gets cleaned up, and remediation almost always requires cooperation from someone whose bonus depends on something else entirely. The backlog is the natural resting state of data security.
For years, that was fine. Uncomfortable, occasionally embarrassing in a board meeting, but fine. The data sat there mostly untouched… until AI came along.
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