AI amplifies whatever's underneath it. Agencies with weak operational foundations need strong data and process discipline before AI, not instead of it.
Placement-stage reviews reflect emotional relief, not process quality. Agencies need evidence of how candidates were actually treated throughout hiring.
Top recruiters outperform for reasons agencies rarely measure. Identifying those behaviours is key to scaling quality and training the rest of the team.
Relationships alone no longer protect agencies from competition. As AI commoditises basic tasks, measurable service quality becomes the real differentiator.
Most training assumes improvement happens after a certificate is issued. Few agencies can actually prove training changed recruiter behaviour or results.