Risk Controls9 min readPublished 2026-02-02Updated 2026-02-03
Model Risk Management for Agentic Finance
Model risk management (MRM) must extend to autonomous systems. Governance infrastructure provides the control surface for policy enforcement.
Key Takeaways
- •Versioning and approval gates reduce model risk
- •Monitoring must include both performance and compliance
- •MRM ties governance to board-level accountability
MRM for adaptive systems
Traditional MRM assumes static models; agents adapt continuously.
Controls must account for data drift and policy compliance.
Governance as the enforcement layer
A governance engine can enforce constraints regardless of model changes.
Auditability and reporting are central to MRM compliance.
References
Francesco Tomatis
CEO & Founder, Kuneo
This article is for informational purposes only and does not constitute legal or financial advice.