Rethinking model risk management as AI reshapes banking
ArticleDiscover how banks can adapt model risk frameworks to govern AI models, ensuring compliance, transparency, and scalable innovation under the EU AI Act.
Our team is the global hub for Quantitative Risk in the Grant Thornton International network and is the largest team of its type in Ireland, employing over 40 quantitative risk experts with academic backgrounds in economics, mathematics and physics.
Our network provides direct access to a continually expanding pool of 100+ quantitative experts across direct Joint Ventures in Spain, Cyprus, and Central Europe (as well as access to the wider network in key financial centres such as London, Frankfurt, and New York).
We work with Europe's largest financial institutions and regulatory bodies providing innovative and bespoke model development, model validation, complex analytics, and valuations services. We are market leaders in delivering regulatory approved IRB (Internal Ratings Based), IFRS9 and stress testing models. We have a dedicated Climate & Environmental (C&E) modelling team that delivers C&E risk measurement capabilities to our clients via data enrichment, financial impact modelling and climate scenario analysis.
Our expertise also extends to other financial (market, interest rate, liquidity) and non-financial (operational) risks.
Our specialist team has extensive experience in the development of industry leading financial and regulatory models.
Our team has extensive experience of designing, delivering and implementing risk model assurance frameworks for multiple global banking clients. Our offering covers:
Our knowledge of industry best practices in the use of analytics allows us to design bespoke solutions that use quantitative methods to support our client’s strategic objectives.
Our team combines expert market knowledge with quantitative modelling methods to provide our clients with transparent and robust complex security valuations. We specialise in a wide range of instruments, including but not limited to the below;
Our team are global leaders in the Grant Thornton network for providing SME support in key audit and regulatory engagements.
We support our clients to integrate Climate & Environmental (C&E) risk measurement capabilities into their existing risk management frameworks.
Our team has the full spectrum of experience having held senior roles in the regulatory authorities, large banking groups, audit services and advisory firms.
We combine our industry knowledge base and quantitative capabilities to provide best-in-class services and insights to our clients.
Discover how banks can adapt model risk frameworks to govern AI models, ensuring compliance, transparency, and scalable innovation under the EU AI Act.
Discover how banks can transform model risk from a compliance burden into a strategic advantage with robust governance and lifecycle validation.
Discover how banks can balance AI innovation with regulation through governance, risk management, and explainable, accountable models.