THE CHALLENGE
The Reality of Model Governance

Banks run hundreds of models.
Governance remains broken.

68%
of banks fail model validation audits due to documentation gaps and inconsistent governance
4.2x
longer to complete model validation vs target SLA in manual, spreadsheet-driven workflows
$3.8M
average regulatory fine per MRM control failure across global banking institutions
📋
Fragmented Inventories
Models tracked in spreadsheets, email threads and siloed systems with no single source of truth
⏰
Missed Validation Cycles
No automated alerts for overdue reviews, expired approvals or performance breaches
🔍
Audit Blind Spots
No end-to-end traceability from assumptions to findings to remediation evidence
🤖
No AI Governance Framework
Existing tools predate LLM and ML models — no explainability, no structured challenger process
THE SOLUTION

Introducing Aureon

The Intelligence Operating System for Model Risk — built for regulated financial institutions worldwide

🏛
Governed
End-to-end model lifecycle with regulation-aligned controls and a complete, immutable audit trail
⚡
Intelligent
AI agents that draft reports, review code and detect gaps — always with human oversight
📡
Real-time
Live monitoring, drift alerts and performance degradation detection across your full model portfolio
From Compliance Burden → Strategic Model Intelligence
MODEL INVENTORY

Your Entire Portfolio, In One Place

Tier-based governance, RAG health status and complete lifecycle tracking across every model

Model Registry — Live View
4 Validated 1 In Review 1 Overdue
Model Name Tier Status Last Validated Next Due
127
Active Models
94%
Validation Coverage
3
Overdue Reviews
VALIDATION WORKBENCH

Structured Validation, Start to Finish

End-to-end workflow with independent review, challenger testing and verdict issuance

Validation Pipeline
GINI Curve — PD Retail
0% 50% 100% GINI = 0.72
Verdict
✓ Conditionally Approved
2 material findings · 14-day remediation
Amber
⚡
AI Co-Pilot Active
Validation narrative auto-drafted · Code review complete · 3 consistency gaps flagged
AI-Assisted
AGENTIC AI LAYER

Ask Anything About Your Model Portfolio

Governed AI answers grounded in your model records — with citations, evidence and human sign-off

Aureon Co-Pilot
Ask about any model, dataset or finding...
Governance
✓Human approval required
✓Provenance audit trail
✓Private LLM endpoint
✓Data residency in-country
✓Citation integrity
✓Graceful degradation
Active Agents
MONITORING & DRIFT

Performance Monitoring, Always On

PSI drift detection, GINI decay tracking and automated breach alerts across your model estate

PSI — Population Stability Index
0.10 J F M A M J J A S O N D ⚠ BREACH
GINI Decay — IRB PD Model
0.60 Q1'24 Q3'24 Q1'25 Q3'25 ↓ Below threshold
🚨
Breach Alert — IRB PD Model
GINI coefficient dropped to 0.59 · Below 0.60 threshold · Validation triggered automatically
Action Required
AUDIT & COMPLIANCE

Audit-Ready, Always

Immutable audit trail, regulatory compliance mapping and one-click examiner packages

Regulatory Control Coverage
Findings & Remediation
100%
Regulatory Coverage
<4h
Examiner Pack Generation
0
Audit Gaps vs SR11-7
WHY AUREON

Built Different. By Design.

Purpose-built for model risk governance — not retrofitted from a generic GRC platform

🏢
Regulation-Native Controls
SR11-7 and Basel MRM frameworks mapped natively — not bolted on as an afterthought
🤖
AI-First Architecture
Five governed LLM agents with human-in-the-loop — not a chatbot added as an afterthought
⚡
10x Faster Validation
AI-drafted narratives, auto-populated templates and parallel review workflows reduce cycle time
🔒
Sovereign Data Control
Deployable on-premise or private cloud. All data and AI inference stays within your perimeter.

"From compliance burden…
to strategic model intelligence."

Intelligence.
Governance.
Built-In.

AUREON · THE INTELLIGENCE OPERATING SYSTEM FOR MODEL RISK