Decision Anomaly Kit

Detect anomalous decisions that deviate from expected patterns.

Configuration

Decision Anomaly Dashboard

Decisions

2.4k

Normal

2.3k

Anomalous

12

Score2,400 DECISIONSAnomaly scores computed
Threshold0.85 CUTOFF12 above threshold
Investigate4 CRITICALRequire review
LearnUPDATEDModel retrained

Integration Code

import { createDecisionAnomaly } from 'agent-tools-kit/behavior'

const anomaly = createDecisionAnomaly({ method: 'isolation-forest' })
const score = await anomaly.score(decision)