A failed placement costs a nanny agency more than the obvious refund or replacement search. It costs the recruiter hours spent re-screening candidates, the family's trust in the agency's judgment, and often a second placement attempt that moves faster than the first because everyone's anxious to fix it, which introduces its own risk. Most of that cost traces back to one root cause: matching a nanny to a family based on incomplete information, held in a recruiter's head rather