AI-native · Model Risk + AI Control

Model risk and AI control.
In one place.

Aureon is the AI-native platform for banks and lenders to manage classical models and AI agents in one place. Independent validation, live monitoring, and a SAFR-aligned control panel over agentic systems.

· 30-minute walkthrough · On your premises or in your VPC · Or take the self-guided tour
Aureon Co-Pilot Online · Governed AI
LIVE
Suggested
Ask about any model, agent or finding…
Built AI-native from day one. Not retrofitted for AI — designed for it.
Two products, one platform

One for model risk. One for AI control.
Together or standalone.

Aureon MRM

Model Risk Management

Software for regulated financial institutions.

Manage the full lifecycle of every model your bank runs — credit scorecards, IFRS 9 / Ind AS 109, rating, ML. Independent validation, monitoring, evidence, and reporting.

  • Model inventory across your full portfolio
  • Independent validation with AI-assisted drafting
  • Continuous monitoring, drift and decay tracking
  • Examiner-ready evidence packs in under 4 hours
  • Mapped to RBI MRM 2026, SR 26-2, PRA SS1/23
Aureon AI Control Plane

SAFR-aligned AI Control

Build-time to runtime governance for AI and agents.

The control layer over your AI use cases. Evals and red-teaming before you ship. Live monitoring, kill switches, human-in-the-loop and SAFR dispositions once you do.

  • SAFR-aligned: Agent Identity, Controls, Disposition, Audit
  • Build-time evals + runtime kill switch
  • Governance Envelope on every agent action
  • Four dispositions: Deny · Escalate · Auto · Observe
  • Mapped to RBI MRM 2026 AI/ML chapter, EU AI Act, MAS
Built for every finance vertical

Same primitives, different actions. Global. Horizontal within finance.

Banking Insurance Capital Markets Wealth & Advisory
Why now

Models and AI are growing fast.
Oversight hasn't kept up.

Models tracked in spreadsheets

Fragmented inventories. No single source of truth. Audit trails reconstructed after the fact.

AI use cases outside the framework

LLM assistants, AML triage agents, customer copilots — often live in production without MRM coverage.

Regulators asking harder questions

RBI MRM 2026 codifies kill switches, independent validation, three lines of defence. A quarterly review cycle can't keep pace.

See it in action

The product, up close.

Three moments from Aureon in production. Live in a demo — walk-through in 30 minutes.

Model Registry — Live View
4 Validated 1 In Review 1 Overdue
PD — Retail Validated
LGD — Corporate Validated
IFRS 9 — ECLIn Review
Fraud — MLOverdue
Aureon MRM · Model inventory across your full portfolio.
Aureon Co-pilot — Validation Studio
Validator
Draft the effective challenge for PD — Retail.
Aureon Co-pilot
Generated 3 challenger queries. Benchmark model built. Reviewing methodology vs. code — 2 gaps flagged. Awaiting your approval.
Sources: methodology.pdf §3.2 · build_v12.ipynb
Aureon MRM · AI-drafted validation,
human-approved.
AI Control Plane — Live Agents
AgentTierHalluc.RefusalKill
AML TriageHigh0.02%3.1%
Underwriting Asst.High0.08%1.4%
Customer Q&AMed0.31%8.2%
AI Control Plane · SAFR-aligned runtime
oversight.
Core capabilities

Four capabilities. Every regulator asks for.

A peek at what Aureon does. Eight use-case pages under the Use Cases menu.

See all 8 use cases →

Why Aureon

AI-native. End-to-end. Practitioner-built. Sovereign.

Four architectural choices that make Aureon different from GRC platforms, AI observability tools and legacy MRM vendors. Explored in full on the Why Aureon page.

Read Why Aureon →
Latest thinking

Practitioner writing on MRM and AI control.

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