← Financial Modeler's Corner11 Aug · 50 min

AI Can Build the Model, But Can You Trust It? with Ryan Humphrey

AI Can Build the Model, But Can You Trust It? with Ryan Humphrey11 Aug50 min

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In this episode of Financial Modeler’s Corner, Paul Barnhurst speaks with Ryan Humphrey about financial model auditing, the skills strong modelers need, and how AI is changing the profession. Ryan explains why communication, judgment, and trust matter as much as technical ability. He also shares how model audits work, why poorly structured models create serious risks, and why finance professionals must continue developing their skills as AI takes on more of the building process.

Ryan Humphrey is a Partner at Forvis Mazars in London, specializing in accounting, tax reviews, and financial model audits. A qualified chartered accountant, he co-authored Credible Model Audit for the AI Era and is currently researching sustainability leadership with Cambridge University.

Expect to Learn:

Why communication is essential in financial modelingHow independent model audits support better decisionsWhy human judgement remains critical in the AI eraHow AI may shift modelers from building to reviewingWhy trust and continuous learning are becoming more valuable

Here are a few relevant quotes from the episode:

"The model really is a communication vector more than anything. It is about telling a story." - Ryan Humphrey"Trust becomes so important because things can look right very quickly, even when they are not." - Ryan Humphrey

AI may make financial models faster to build, but it also makes careful review more important. The future belongs to professionals who can combine technical knowledge with judgement, communication, and trusted decision-making.