2Module·Aureon Model Lifecycle · Monitoring Use case · Model Risk

Model Monitoring

Continuous performance monitoring across your model estate. PSI drift, GINI decay, calibration slippage, segment breaches — tracked live, escalated automatically, remediated with evidence.

What Aureon does

Six capabilities.

Continuous drift monitoring

PSI, characteristic stability, calibration drift, segment performance — tracked live, not quarterly.

Automated breach alerts

Threshold breaches trigger re-validation workflows automatically. Model owner, validator and MRM head notified.

Model-type-aware thresholds

Retail credit models, corporate ratings, ML classifiers each have their own baseline. Configurable per model tier.

Next-due and overdue tracking

Calendar view of every model's validation status. Red flags for overdue. Forward view of the validation pipeline.

AI-specific signals

For AI/ML models — semantic drift, hallucination rate, refusal patterns, RAG retrieval quality. Beyond PSI and GINI.

Continuous assurance dashboard

Portfolio-level view for the CRO and MRC. Where is the risk concentrating? Which segments are moving?

Performance monitoring, always on

Drift detected. Threshold breached. Validation triggered.

PSI drift, GINI decay and automated breach alerts across your model estate. When a metric crosses its threshold, re-validation triggers automatically — model owner, validator and MRM head notified.

PSI — Population Stability Index
0.10 ⚠ BREACH JFMA MJJA SOND
GINI Decay — IRB PD Model
0.60 ↓ Below threshold Q1'24Q3'24Q1'25Q3'25
Breach Alert — IRB PD Model

GINI coefficient dropped to 0.59 · Below 0.60 threshold · Re-validation triggered automatically · Owner + MRM Head notified

Action Required

Illustrative dashboard. Metrics update as the platform runs; breach alerts land in the queue as they happen.

Regulator-mapped

Aligned to the frameworks banks answer to.

IN RBI MRM 2026 US SR 26-2 · Ongoing monitoring UK PRA SS1/23 EU EBA Model Monitoring Guidelines
Part of Aureon MRM

This is one capability inside Aureon MRM.

See the full product — or explore related use cases.

Explore Aureon MRM → Model Validation Model Inventory
Free · No commitment

Try Aureon on your own portfolio.

Two ways to start. No sales-cycle overhead. On your premises or in your VPC.

No commitment On-premises or your VPC Results in days, not months