Four things that make Aureon different and why a new entity built from scratch beats an incumbent stapling AI onto a decade-old platform.
Built for the AI era from day one. Every module — validation, monitoring, governance, reporting — designed with AI as the substrate, not a feature bolted on. Yields, ValidMind and Solytics all had a pre-AI heritage. Aureon didn't. That means no legacy tax on our data model, workflow engine, or reporting layer.
One platform for classical models and AI agents. Credit scorecards, IFRS 9 / Ind AS 109, rating, ML — and LLMs, RAG, agentic workflows — in one system. Sold together, or Aureon MRM and AI Control Plane standalone. A CRO can buy either; an integrated stack costs less than two point tools.
Designed by senior model-risk practitioners with decades inside the function. We've been Heads of Validation, we've built scorecards, we've validated ML models, we've sat through examinations. We build the platform we needed and couldn't buy.
On-premise, private cloud or managed SaaS. Private LLM endpoints. Data residency in-country. SOC 2 Type II. Aureon runs where your data has to live — not where our infrastructure happens to be.
Three vendor categories exist. Aureon is the fourth — and the only one built for both classical and AI, AI-native from day one.
| Generic GRC | Pure AI Governance | Legacy MRM | Aureon | |
|---|---|---|---|---|
| Built for model risk specifically | Partial | |||
| AI-native architecture | Partial (retrofit) | Bolt-on | From day one | |
| Covers classical (PD, IFRS9, Rating) | Weak | |||
| Covers AI / LLM / Agentic | Weak | |||
| Build-time evals + runtime control | Runtime only | Build-time only | Both | |
| Multi-jurisdiction regulatory mapping | Generic GRC | Limited | Single jurisdiction | US/EU/UK/India/MENA/APAC |
| Sovereign / on-prem deployable | Limited | Cloud-only | Limited |
Two ways to start. No sales-cycle overhead. On your premises or in your VPC.