Audit trail
Every decision, written down.
If a candidate, regulator, or your own counsel asks "why was this candidate not progressed?", we can answer in writing within minutes, not weeks. Every score has a reason. Every reason has a model version. Every model version has a card.
audit · candidate · 7F2A91● live
{
"candidate": "7F2A91",
"role": "sr-backend-eng",
"model": "picked-rank-3.1.0",
"stages": [
{ "triage": 91, "why": "match 7/8 must-haves" },
{ "screen": 88, "why": "ownership signals strong" },
{ "assess": 94, "why": "system-design rubric" },
{ "iview": 92, "why": "see transcript §3.4" }
],
"decision": "human:hm@acme.com",
"adverse_impact_check": "role-level · 0.91",
"retention_until": "2026-06-10"
}