AI in capital markets: model development and data

This three-part video fireside discussion series explores the dynamic landscape of predictive and generative artificial intelligence. Experts take a deep dive into the technology’s transformative impact on credit risk, synthetic data processing and automation, including data governance and evolving regulatory and compliance needs, which have brought multiple challenges to the fore.

The third and final instalment turns the spotlight on AI’s role in model development and management, which remains in flux. Anthony Mancuso, director, head of risk modelling and development at SAS, and Tyler Pichach, head of worldwide banking strategy at Microsoft, highlight the critical role of robust data governance and effective data management, emphasising that, while these functions may appear complex, they can benefit from the strategic application of AI functions.
 

00:25 – How to prepare for AI and data management capabilities

02:55 – Model development in the realms of predictive AI and generative AI

05:55 – Model probing and the growing importance of governance and reputation risk

AI in capital markets discussion series

Part 1: Credit risk landscape

Part 2: Automation use cases

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