Trust Drift

Detect behavioral changes before incidents escalate

7Active Drift Signals

2High Severity Drift Events

Entity type

Severity

Metric

Timeframe

Drift Timeline

Recent drift events chronologically

Jul 13, 05:09 PMagentCustomer Support AgentARR88.0% → 76.0%-12.0%highARR dropped below 0.80 threshold

Jul 13, 03:09 PMagentLead Scoring AgentreflexScore62.0 → 52.0-10.0highReflex score dropped 10 points

Jul 13, 01:09 PMworkflowLead Qualification PipelineGIR22.0% → 38.0%+16.0%highIntervention rate elevated

Jul 13, 11:09 AMworkflowSupport Ticket RoutingretryRate4.0% → 12.0%+8.0%mediumRetry rate increased

Jul 13, 07:09 AMtoolStripe APIretryRate3.0% → 8.0%+5.0%mediumRetry rate increased

Jul 13, 01:09 AMtoolSalesforce ConnectorincidentRate2.0% → 6.0%+4.0%criticalIncident rate elevated

Jul 12, 07:09 PMagentLead Scoring AgentautonomyConfidence0.8 → 0.7-0.1mediumAutonomy confidence trending down

Natural-language interpretations

Customer Support Agent reliability dropped sharply

Lead Qualification Pipeline intervention rate elevated

Stripe API retry rate increased

Lead Scoring Agent autonomy confidence trending down

Salesforce Connector incident rate elevated

Agent	ARR Δ	GIR Δ	Reflex Δ	Severity	Status
Customer Support Agent	-12.0%	+8.0%	-9.0	high	Investigating
Lead Scoring Agent	-8.0%	+12.0%	-10.0	high	Monitoring

Workflow	ARR Δ	Retry Δ	Incident Δ	Severity	Status
Lead Qualification Pipeline	-14.0%	+6.0%	+4.0%	high	Investigating
Support Ticket Routing	-5.0%	+8.0%	+2.0%	medium	Monitoring

Tool	Retry Δ	Incident Δ	Trust Δ	Severity	Status
Stripe API	+5.0%	+2.0%	-8.0	medium	Monitoring
Salesforce Connector	+3.0%	+4.0%	-12.0	critical	Investigating