Clean data protects speed

Pitch hygiene as protecting velocity. When the records are true, a recruiter pulls a candidate's status in two seconds and an HM walks into a debrief with all the scorecards already in. The real cost of bad data is the hour someone spends untangling it while a top candidate waits on a reply.

"I treat ATS hygiene as protecting speed, not tidiness. When the records are true, an onsite gets booked without anyone re-checking who's been seen. That's what lets the team run a fast loop without errors."

The job description literally describes the person who triple-checks the timezone before sending. Hygiene is the same reflex applied to the system: before a loop goes out, you verify stage, kit, scorecard mapping and that no duplicate record is about to fork the candidate's history. Small checks, run every time, are what reliability looks like in practice.