Why AI Makes Financial Modeling Best Practices More Important with Marli van Staden-Basson @thefpandaguy
Why AI Makes Financial Modeling Best Practices More Important with Marli van Staden-Basson  @thefpandaguy
Uploaded September 2026 | Updated September 2026, 1 week ago
In this episode of Financial Modeler’s Corner, Paul Barnhurst speaks with Marli van Staden-Basson about best-practice financial modeling, AI, model design, and the skills needed to build reliable models. Marli explains why transparency, usability, and risk management matter, and how AI makes strong modeling practices even more important.

Marli van Staden-Basson is the founder and financial modeling specialist at Near Future Limited, with over 20 years of experience in corporate and infrastructure finance. She specializes in renewable energy and digital infrastructure modeling, including complex model development and independent model audits.

Expect to Learn:
What best-practice financial modeling really means.
Why model design and transparency are so important.
How AI is changing financial modeling.
Common modeling mistakes and practices to avoid.
How to design models around the people who use them.
Why human review remains essential when using AI.

Here are a few relevant quotes from the episode:
"You are still the last line of defence as the human modeler." - Marli van Staden-Basson
"A good financial model should really be doing a single thing." - Marli van Staden-Basson

AI can make modeling faster, but Marli explains why it does not replace good modeling practices. Clear design, purposeful structure, checks, and human judgement remain essential for creating models that are reliable and easy to review.

Follow Marli:
LinkedIn: linkedin.com/in/marli-van-staden-basson-7119ba28

Follow Financial Modeler's Corner: 
LinkedIn: linkedin.com/company/financial-modeler-s-corner

Join FMI’s Global Conference:
Take your financial modeling skills to the next level with FMI’s Global Financial Modeling Conference. Experience 24 hours of learning, networking, and practical insights from leading experts across the finance community.
Register today: fminstitute.com/conference

Disclosure: Portions of this episode (such as the introduction or promotional segments) use AI-generated voice narration produced under human editorial review.
Newsletter - Subscribe on LinkedIn: linkedin.com/build-relation/newsletter-follow?entityUrn=7079020077076905984

Sign up for the Advanced Financial Modeler Accreditation today and get 15% off using the code “Podcast” at bit.ly/497oAqW

In Today's Episode:
[00:00] - Trailer
[03:29] - Building a Career in Financial Modeling
[07:18] - Breaking the Modeler Stereotype
[10:54] - Financial Modeling Horror Stories
[18:49] - Starting a Financial Modeling Consultancy
[24:28] - AI and Best-Practice Modeling
[30:26] - Why Model Design Matters
[37:07] - Tips for Building Better Models
[41:23] - Worst Modeling Practices to Avoid
[47:43] - Excel Rapid Fire
[51:05] - AI and the Future of Modeling
Why AI Makes Financial Modeling Best Practices More Important with Marli van Staden-BassonThe best model still needs judgment.AI fails when you skip structure.The Mistakes in Structure and Data Thinking That Break Models with Mark ProctorAdaptability is the new job security.Incorrect NAV harms fund investors.The biggest opportunities go unnoticed.Building Financial Modeling Skills While Playing an E-Sport Game with Professor Eric KelleyAI in Finance for Professionals Dealing with Errors, Overhype, and Constant Learning PressureStop waiting for software to exist.Every Excel expert lives on shortcuts.Imperfect moments make the best stories.
The FP&A Guy |

Why AI Makes Financial Modeling Best Practices More Important with Marli van Staden-Basson

SHARE TO X SHARE TO REDDIT SHARE TO FACEBOOK WALLPAPER