For Hiring Managers

Interview better, not longer.

Every candidate arrives with evidence already gathered — so your panel can probe what nobody has answered yet.

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Interview guide — Jordan M., VP Operations req

Generated from what the Dossier doesn't cover

You: Communication & Collaboration

Provisional confidence — ask about a time they had to deliver hard news to a cross-functional partner who disagreed with the call.

Priya (panel): Skills & Execution

Confirmed by references — spend less time here, go deeper on scale (this org is 3x their last one).

Reference question worth asking

"How did they handle it when a plan they built had to change midstream?" — no reference has been asked this yet.

  • A generated interview guide, built from what the Dossier doesn't cover. Not generic questions — the specific gaps nobody has answered yet for this candidate.
  • Panel coordination. Each interviewer gets a different competency assigned, so four people don't ask the same question.
  • Structured scorecards, comparable across interviewers. Tied to the same five competencies the Dossier scores — an actual comparison, not four unrelated impressions.
  • Reference questions worth asking, given what's already known. Skip the ones the Dossier already answered — go straight to what matters.

The conflict rule: you can't see candidates for your own reqs when a conflict is flagged — same current employer, a declared relationship, or the same household.