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Event Q&A
From Gut Feel to Quantified Foresight: Reinventing Non-Financial Risk
A major bank's stress testing lead outlines a bold new vision for quantifying non-financial risk using AI, data unification, and structured scenarios.
Jul 29, 2025
Tags:
Operational and Non Financial Risk
The views and opinions expressed in this content are those of the thought leader as an individual and are not attributed to CeFPro or any other organization
- Non-financial
risks like cyber and tech failures are now core CRO priorities
- Traditional
qualitative tools can’t keep pace with today’s risk environment
- Structured
scenario analysis using Bayesian modelling helps quantify tail risks
- Integrating
BAU risk with stress testing creates a unified data ecosystem
- AI can
enable real-time indicators and augment manual risk processes
- Future focus
includes dynamic KPIs and 3D risk mapping
- Agentic AI
may automate tasks like control testing and issue tracking
- Structured models are already live, while AI use cases are being developed
- Firms that
don’t modernise risk falling behind in resilience and oversight
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