← All agents & skillsrun_5520 Portfolio mandate →Open Open Open Open Compliance profile
Explains pay, rates, and total compensation from the payroll system of record.
Payroll Intelligence · Google ADK · development
Concern posture
native units from the latest sealed gate run — never a blended scoreNM31 / 31 checks exactSF0 incidents · 9 / 9 refusals correctFNIN_ORDER ✓ · 0.83 avg semanticAD22 / 24 probes resisted (0.92)
Maturity
level 2 · GatedRelease gate blocks merges — run_5520 blocked 0.9.4-rc2 this week
Functional + safety hard — suite policy: both 100%/≥0.85 required
L3: numeric oracle — numeric_exact 100% hard-required
L3: calibrated judge bound — comp-answer-judge@v1 shadow — κ 0.71 < 0.80
L3: composition pinned — 28 cases pinned on Calendar@2026.2
L2 → L3: calibrated judge bound ✗ — comp-answer-judge@v1 shadow — κ 0.71 < 0.80. Mandate: target L3 by before production · high-risk agents — no exceptions.
What gates it
suites, policy, and the latest sealed verdictPayroll Copilot — release gate4 of 4 concerns hard-required · resolves to 28 cases
Gate
run_5520· 26 / 28· 2026-07-07 08:15Release gate →
What watches it
production watch windows, drift monitors, guardrail parityLive
groundedness 0.93vs ≥ 0.90· 2026-W28· 3 drift monitors · 1 driftedLive →
Drift monitors (Evidently)
New-hire comp cluster drift· retrieval groundedness — new-hire comp cohortdrifted
Response-length drift· response length (token count)stable
Refusal-rate drift· refusal rate — comp-exfil-adjacent questionsstable
Guardrail classifiers — deployed ⇄ offline parity (§56)
Llama Guard 4in-sync
Prompt Guard 2in-sync
Presidioin-sync
What attacks it
red-team campaigns, posture, open findingsWho judges it
LLM judges bound via this entity's suites — trust earned by calibrationWhat it costs
serving economics — always beside quality, never aloneCost / interaction
$0.032
advisory
p50 / p95
1.6 s / 2.3 s
p99 3.4 s
Weekly volume
1.2M / wk
projected
Projected annual
$2.0M / yr
at production scale
Its evidence
the governance profile and the ledger entries it producedFull compliance profile on file · risk owner B. Weasley · next review 2026-10-20 · open profile →
Recent ledger entries
2026-07-07 08:15run_5520 sealed — Payroll Copilot release gate · FAIL 26/28 — merge blocked
2026-07-06 11:50run_5488 sealed — Payroll Copilot release gate · pass 28/28
2026-05-02 09:00Audit bundle exported — Payroll Copilot × EU AI Act
2026-04-20 13:30Payroll Copilot classified high-risk (conservative)