Detect Control Drift in Real-Time
Catch regressions before your fraud metrics spike. Your resilience posture isn't static. Adversaia™ (Ad-verz-A-I) watches for cracks.
What Triggers Alerts
Resilience Score Degradation
Sudden drops (>5% quarter-over-quarter or >10% year-over-year) indicating control weakening.
Contract Violations
Increased instances of decisions missing required signals, skipping detectors, or bypassing approval gates.
Decision-Point Flips
High-severity scenarios shifting from pass → fail (e.g., "mule-ring detection now misses 22% of scenarios that previously passed").
Drift Indicators
Behavioral shifts in model outputs (rising false-negative rates), rule bypass patterns (cascading threshold exceptions), approval override frequency (supervisors overriding hard blocks at elevated rates).
Model Performance Degradation
Feature drift, data quality issues, or concept shift detected via lineage signal inspection.
Delivery Options
Email Alerts
Executive summaries + investigation links for CISO, Chief Risk Officer, AML Head.
Slack Webhooks
Real-time notifications to fraud ops and engineering channels.
Custom SIEM Integration
Send findings to Splunk, ELK, or proprietary monitoring stacks with structured payloads.
Dashboard Feeds
Persistent alert view in Adversaia™ console with triage and assignment workflow.
Recommended UI Sections
Alert Feed
Timestamp, alert type (score drop / contract violation / flipped scenario / drift indicator), severity, affected decision points, suggested investigation steps, links to comparison runs and lineage.
Regression Dashboard
Top degrading decision points (ranked by impact), control flip events (which checks are now missing), trend lines (score trajectory, approval override rates, specific rule/model output drift).
Alert Configuration
Threshold tuning (score delta sensitivity, contract violation tolerance, drift detection window), notification routing, escalation automation.