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Union contract review

● Active v9 human-in-loop

Owner: Anya Volkov · Senior Counsel · Created 2025-12-08 · 90-day rolling window · open agent UI →

Overview Operate Failures Eval cases 62 Skills 5 Audit Triggers Integrations Permissions
Clause issue-spotting recall · last 90 days
94.1% ↑ 4.3 pts vs baseline
Baseline 89.8% on 2026-02-02 · 2 improvements approved · 0 regressions · attorney sign-off required on every output
88% 90% 92% 94% 96% M1 M2 M3 now baseline 89.8% Indemnity-clause recall fix +2.1 pts Cross-reference detector +2.2 pts
Issue-spotting recall Baseline (no changes) Approved improvement
Active failure clusters · 2
View all →
Successor-employer clause flagged with low confidence
Medium 7 traces · First seen 2026-04-14 · Counsel: A. Volkov
Proposal ready
draft contains "successor and assigns" carve-out at §14.3
agent: 0.62 confidence (below 0.75 threshold) · attorney accepted on 7/7 reviews
Review proposal → Gate: 8 / 8 passing
Grievance procedure timing language inconsistency
Low 4 traces · First seen 2026-04-22
Awaiting more signal
"15 working days" vs "three weeks" used in same draft
not a substantive issue, but flagged for stylistic consistency
Recent improvements · 90 days
Audit trail →
Cross-reference detector
A. Volkov approved · 12d ago · gate 9/9
+2.2 pts
Indemnity-clause recall fix
A. Volkov approved · 47d ago · gate 7/7
+2.1 pts
Compliance posture
Every output requires attorney sign-off before action. Skill changes go through legal review in addition to eval gate. Review policy →
Documents reviewed · 90d
147
Avg 1.6 / day · 100% attorney-signed
Eval coverage
62 cases
11 cluster-derived · 51 hand-picked
Gate pass rate · 90d
100%
2 approvals · 0 rolled back
Skill versions
9
5 active skills · last update 12d