Someone says “we need a hire,” and a job posting appears the same week. There's a conversation about the hire, but nobody ever says no. A real intake process checks whether the need is genuine before sourcing starts. Internal moves get ruled out on the record before any external req opens. Every hire gets checked against workforce planning data before it's approved.

A great resume and a good vibe in the interview is basically the bar. There's a case study or task, but scoring it comes down to gut feel. There's a documented list of what the role needs; assessments loosely nod to it. Every assessment gets scored against a specific, written standard for that role. Every critical role has a level-calibrated standard, scored on hard evidence, not impression.

Two interviewers can see the same candidate and land on completely different verdicts, and that's considered normal. Everyone asks similar questions; everyone scores them differently. Key roles have a scorecard and a guide interviewers actually follow. Interviewers get calibrated against each other, so a “4” means the same thing twice. You track which interview signals actually predicted who succeeded, and adjust.

A bad hire is just a bad hire. There's no way to trace it back to what went wrong in hiring. You've got a hunch what was missed, but nothing to actually check it against. Poor hires get talked about after the fact, and sometimes you spot the gap. A bad hire gets checked against exactly what was assessed at interview, to find the miss. Every hire's real performance gets compared back to the original evaluation, and hiring gets adjusted from the pattern.