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AI Confidence
92.4%+1.2
Claims Reviewed Today
1,284+184
Fraud Risk Alerts
37+6
Human Override Rate
4.1%−0.3
System Trust Score
A+stable
CLAIMBEACON · GOVERNANCE LAYER

Human-in-the-Loop

AI recommendations are proposals. Humans authorize. Every action is signed, immutable, and regulator-ready.

SOC 2 Type IINAIC Model 668GDPR · CCPA
Review queue · 3
Active review · CLM-1042

Marcus Doyle

Single-vehicle collision, totaled. Repair estimate from Apex Auto Body — entity flagged in 3 prior claims.

41%AI conf.
Daxe recommendation
Escalate — vendor & banking overlap with prior fraud cluster
Routing rules
  • When Claim < $500 · risk lowAuto-approve
  • When Claim > $10,000 OR risk mediumHuman review
  • When Risk score > 60 OR fraud cluster matchCompliance escalation
  • When Sanctioned entity matchBlock + SIU notification
Governance audit log
  1. 08:42:11 · Daxe AI
    Reasoning chain generated CLM-1042
    6 steps, 41% integrity confidence
  2. 08:42:13 · Daxe AI
    Routed to human review CLM-1042
    Threshold rule: risk > 60
  3. 08:51:03 · S. Whitfield
    Opened claim CLM-1042
  4. 08:54:22 · S. Whitfield
    Requested compliance review CLM-1042
  5. 09:03:40 · M. Castellanos
    Held payment CLM-1042
    Bank shared with CLM-0921
  6. 09:11:55 · Daxe AI
    Updated graph evidence V-118
    +1 edge to B-44
System Stream
CLM-1042 routed to compliance review • Graph V-118 updated with new edge to B-44 • PAY-9001 held — risk threshold exceeded • S. Whitfield opened CLM-1042 • Daxe model v4.21 — 1,284 inferences in last hour • CLM-1043 auto-approved · confidence 88% • Audit log signed · block #88412 • SIU notified on CLM-1046CLM-1042 routed to compliance review • Graph V-118 updated with new edge to B-44 • PAY-9001 held — risk threshold exceeded • S. Whitfield opened CLM-1042 • Daxe model v4.21 — 1,284 inferences in last hour • CLM-1043 auto-approved · confidence 88% • Audit log signed · block #88412 • SIU notified on CLM-1046