Production

Real Time Monitoring

Live decision stream with continuous guardrail and eval checks — one production source for audit and monitoring.

LIVE~14/min

Decision stream

Agentic + subagentic records · newest first

Continuous production checks on the same decision stream · 2 breach · 4 drifts · 5 alerts

baseline 0.18

29 Jul

30 Jul

0.28 · +59%

31 Jul

guardrail	agent	breach rate	threshold	incidents	status
PII Masking	Document intake	1.2%	1.0%	2	breach
Credit Policy Adherence	Underwriting core	3.4%	2.0%	3	breach
Adverse-Action Completeness	Underwriting core	4.1%	3.0%	4	watch
Tool Scope Lock	Fraud screen	0.4%	1.0%	0	healthy
Rate Band Drift	Pricing advisory	0.9%	1.5%	0	healthy

drift	agent	baseline	current	delta	samples
Explanation faithfulness drift	Underwriting core	0.88	0.76	+12 pts	420
Financial reasoning drift	Underwriting core	0.91	0.82	+9 pts	420
Tool selection drift	Fraud screen	0.94	0.87	+7 pts	310
Policy citation drift	Pricing advisory	0.90	0.85	+5 pts	180

Incidents from guardrail breaches and eval drift — business signals, not infra noise.

high2026-07-31 08:11 UTC
PII Masking breach cluster
Alert when PII Masking breach_rate > 1% for >15m
high2026-07-31 07:02 UTC
Credit Policy Adherence elevated
Alert when Credit Policy Adherence breach_rate > 2% for >10m
medium2026-07-31 06:40 UTC
Explanation faithfulness drifting
Alert when faithfulness delta > 0.10 vs 7d baseline

Drivers omit GST lateness citations more often than baseline.

PII Masking

Document intake · last 24h

Last triggered 2026-07-31 08:11 UTC