3Module·Aureon Validation Studio Use case · Model Risk

Model Validation

Independent validation for every model your bank runs. AI-drafted findings, human-approved reports, examiner-ready evidence — in a fraction of the time.

What Aureon does

Six capabilities.

Structured six-step workflow

Model charter → documentation audit → quantitative testing → effective challenge → report → RMCB sign-off. Enforced in the platform.

AI-drafted findings and reports

The Co-pilot drafts validation narratives with cited evidence. Human reviews, edits, approves. 10× cycle time vs. manual drafting.

Test suites by model type

Discrimination, calibration, stability, sensitivity, backtesting — the right tests for the model type, pre-configured.

Effective challenge, automated

AI builds a benchmarked challenger model. Poses credible challenge queries. Satisfies RBI MRM 2026 and SR 26-2.

Documentation gap analysis

AI cross-analyses methodology against implementation code. Flags every gap. Turns validation from reactive to proactive.

Examiner-ready reports

Validation report, model card, action-item register, audit trail — auto-assembled. RMCB-ready in three months per RBI MRM 2026.

Structured validation, start to finish

One workflow. Every stage.
AI-assisted at every step.

Six-step validation pipeline with AI-drafted narratives, human review, and a regulator-ready verdict at the end.

Model Charter Review

Scope, tier & ownership confirmed

Documentation Audit

MDD, VR, assumptions reviewed

Quantitative Testing

GINI = 0.72 · PSI = 0.08 · Backtesting

Independent Sign-off

CRO approval pending

Gini Curve — PD Retail
GINI = 0.72 0% 50% 100%
Conditionally Approved
2 material findings · 14-day remediation · RMCB read-out scheduled
Amber
AI Co-Pilot Active

Validation narrative auto-drafted · Code review complete · 3 consistency gaps flagged for human review

AI-Assisted

Illustrative workflow. Each stage produces an audit-trailed artefact. Co-pilot output is always human-approvable.

Findings tracked, remediation logged

Every finding, every action, every timestamp.

The findings register is the single source of truth for the MRC. Owner, severity, remediation deadline, evidence — all in one view.

Findings — PD Retail v3 Validation
F-2026-014 · DataClosed

Backtesting methodology not documented in MDD — remediated by developer, evidence attached.

F-2026-015 · MethodologyIn Progress

Low-income segment: model discrimination weaker (KS 22.1 vs. 41.3 portfolio). Recalibration scheduled — 10 days remaining.

F-2026-016 · FeatureOpen

Feature-selection rationale for `credit_bureau_score_v3` not consistent with methodology PDF §4.2 — awaiting developer response.

Regulator-mapped

Aligned to the frameworks banks answer to.

IN RBI MRM 2026 US SR 26-2 UK PRA SS1/23 EU EBA Guidelines EU ECB TRIM GLOBAL Basel III IRB
Part of Aureon MRM

This is one capability inside Aureon MRM.

See the full product — or explore related use cases.

Explore Aureon MRM → Effective Challenge Model Monitoring
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