Financial Modeler's Corner

In this episode of Financial Modeler’s Corner, Paul Barnhurst sits down with Jorge Rojas, finance professor, consultant, and Advanced Financial Modeler, to explore how emerging technologies are reshaping financial modeling. Jorge shares insights from his latest research on spatial finance and Earth observation data, explaining how satellite imagery, AI, and alternative data sources are transforming forecasting, investment analysis, ESG reporting, and risk management.

Jorge Rojas is a finance professor, consultant, CFA Charterholder, and Advanced Financial Modeler (AFM) with a PhD in Finance from Tulane University, where he also serves as an Adjunct Professor. He has taught fi...

In this episode of The Mod Squad, Paul Barnhurst, Ian Schnoor, and Giles Male share their real experiences using AI in financial modeling. They discuss what works, what doesn’t, and how finance professionals can best use AI today. From testing different AI tools to running a “bake-off” on a real financial model, the conversation highlights the practical challenges, hallucinations, and creative approaches to working with AI in FP&A.

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In this episode of Financial Modelers Corner, Paul Barnhurst talks with John Yeldham, founder of Lodeum, about building trust in Excel models, standardizing modeling language, and creating modular, scalable models. John shares his experience leading financial modelers and using advanced Excel features like Lambda functions and dynamic arrays.

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Here are a few quotes from the episode:

In this episode of Financial Modeler’s Corner, Paul Barnhurst sits down with John Yeldham, a leading expert in financial modeling and founder of Lodeum, a global online financial modeling training platform. John shares his experience leading and training teams of financial modelers across corporate and project finance, and discusses the importance of standardizing language, modular model design, and building trust in complex Excel models.

John Yeldham has 20 years of experience leading and training financial modeling teams in project and corporate finance, supporting deals and valuations for global funds, energy, and infrastructure, as well as sm...

Paul Barnhurst speaks with Ilyas Anis, CFO and Chartered Financial Modeler, about using financial models to build stakeholder confidence, drive operational decisions, and tell a clear business story. Ilyas shares insights on integrating AI, avoiding common modeling pitfalls, and the importance of scenario analysis and three-statement models.

Ilyas Anis is Finance Lead at Turning Point Brands Canada and Founder of IMnS Associates. He has 15+ years of experience in financial modeling, valuation, and governance across multiple industries. An FCA, CPA, AFM, and FMVA®, he is also a board advisor and AI enthusiast.

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In this episode of Financial Modeler’s Corner, host Paul Barnhurst (aka The FP&A Guy) is joined by guest Mark Proctor. Together, they discuss the intricacies of financial modeling and data analysis, with a focus on building efficient models and leveraging automation in Excel. Mark shares his deep expertise on why structure is key, how to automate tedious tasks, and how Excel continues to evolve to meet the demands of modern financial professionals.

Mark Proctor is a seasoned financial professional with a background in accounting and finance, an Excel MVP, and the founder of Ex...

Paul Barnhurst speaks with Matan Feldman, Founder and CEO of Wall Street Prep. Matan shares his insights from his career in investment banking and financial modeling, discussing how AI is transforming the investment banking landscape, its impact on financial modeling, and the future of financial modeling education. He reflects on his journey founding Wall Street Prep and the lessons he’s learned along the way.

Matan Feldman is the Founder and CEO of Wall Street Prep, where he leads business development, course creation, and training programs for clients such as Morgan Stanley, J.P. Morgan, Th...

Paul Barnhurst speaks with Matan Feldman, Founder and CEO of Wall Street Prep. Matan shares insights from his career in investment banking and financial modeling, discussing the future of AI in the industry, its impact on investment banking roles, and how it will reshape financial modeling education. He also reflects on his journey founding Wall Street Prep and the lessons he's learned along the way.

Matan Feldman is the Founder and CEO of Wall Street Prep, where he leads business development, course creation, and training programs for clients such as Morgan Stanley, J.P. Morgan...

In this episode of Financial Modeler’s Corner, Paul Barnhurst speaks with Shreya Bhatt about her journey in financial modeling and her experience working across infrastructure and project finance. Shreya shares real challenges she has faced, including rebuilding poorly structured models, and explains what makes a model reliable and easy to use. The conversation also covers modeling standards, practical use cases, and how financial models support real-world decisions.

Shreya Bhatt is a Manager at CrossBoundary Group with over eight years of experience in financial modeling and infrastructure finance. She works on project finance, portfolio modeling, an...

In this episode of The Mod Squad, Paul Barnhurst, Ian Schnoor, and Giles Male share their real experiences using AI in financial modelling. They cut through the hype and discuss what AI actually does well, where it still struggles, and how professionals should be thinking about using it today. From building models to handling workflows, the conversation highlights both the value and the limitations of AI tools in real work.

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In this episode of Financial Modeler’s Corner, Paul Barnhurst is joined by Rafael Le Saux to explore the real-world challenges of financial modeling, valuation, and how the role is evolving with new tools like AI. They discuss why strong modeling fundamentals still matter, the risks of poorly structured models, and how professionals can improve their skills in a rapidly changing environment.

Rafael Le Saux is a valuation and modeling expert with over 16 years of experience in financial advisory and alternative investments. He leads Valuation and Modeling Services at PwC Deals and Strategy Luxembourg, advising cl...

In this episode of Financial Modeler’s Corner, Paul Barnhurst sits down with Rafael Le Saux to talk about valuation, modeling, and how the field is changing. They dig into real challenges from working on complex models and what happens when things go wrong. The conversation also covers how private markets are evolving and why valuation is getting harder. It’s a practical look at how modeling connects to real decisions in today’s finance world.

Rafael Le Saux is a valuation and modeling expert with over 16 years of experience in financial advisory and alternative investments. He leads...

In this episode of Financial Modeler’s Corner, Paul Barnhurst sits down with Riley Edwards to discuss what it’s like starting out in financial modeling and how those skills carry into real-world financial planning. The conversation covers early mistakes, learning experiences, and the importance of presenting financial information clearly. Riley shares his journey from studying finance to working in wealth management, along with how financial modeling helped him build confidence, improve communication, and handle client conversations more effectively.

Riley Edwards is a Financial Planning professional at IG Private Wealth Management, working with Fox-Revett Heslegrave & Asso...

In this episode of Financial Modeler’s Corner, host Paul Barnhurst sits down with Brian Jones to explore how Excel is evolving in the era of AI and large language models. They discuss how Copilot, agent mode, and AI-driven capabilities are transforming the way users build, analyse, and improve spreadsheets. Brian shares insights into how Excel is becoming more like a developer tool and how AI can automate repetitive tasks while enhancing productivity for both beginners and advanced users.

Brian Jones is the Vice President of Microsoft Excel, Forms, and Office Platforms. He has been with Microsoft si...

In this episode of The ModSquad, Ian Bennett, Partner at PwC, joins Paul Barnhurst, Giles Male, and Ian Schnoor to discuss the rapid changes happening in financial modeling with the rise of AI. The team explores how AI tools like Claude are revolutionizing the industry, the critical role of strong modeling skills, and the ongoing importance of trust in financial modeling. They also touch on the future of Excel in the age of AI and how professionals can adapt to stay ahead in this rapidly changing landscape.

Ian Bennett is a Partner at PwC, leading Deals Modeling...

In this episode of Financial Modeler’s Corner, host Paul Barnhurst sits down with Brian Jones, Vice-President: Microsoft Excel, Forms, Office Platforms, to discuss how Excel is evolving in the era of AI and large language models. They explore how Copilot, agent mode, and AI-driven features are reshaping how professionals build, analyse, and improve spreadsheets. Brian also shares insights into how AI can assist financial modelers, automate tedious spreadsheet tasks, and help users understand complex workbooks faster.

Brian Jones is the Vice-President: Microsoft Excel, Forms. He has worked at Microsoft since 1999 across several productivity platforms, including Word, Of...

In this episode of Financial Modeler’s Corner, host Paul Barnhurst sits down with Amber Johnson to discuss forecasting, financial modeling, and how operational decisions impact financial outcomes. They explore the connection between logistics forecasting and financial forecasting, the importance of tracking forecast accuracy and bias, and how small operational issues can create large financial impacts. Amber also shares lessons from her experience working with data, forecasting demand, and helping businesses improve their systems and decision-making.

Amber Johnson is a fractional industrial engineer and the founder of Peachy Profitability, where she helps teams work smarter through process im...

In this episode of Financial Modeler's Corner, host Paul Barnhurst chats with Nick Boberg, a financial modeler and consultant based in Hamilton, New Zealand. Paul and Nick explore the essentials of building well-structured, effective financial models. They discuss Nick’s approach to simplicity and consistency, the importance of clarity in model design, and the role of competition in refining one’s Excel and modeling skills.

Nick is a financial modeler and the co-founder of Boberg Advisory, a consultancy that specializes in providing financial modeling services to SMEs. With extensive experience as Finance Director at Anglesea Hospital and Asso...

In this episode of The ModSquad, Paul Barnhurst, Ian Schnoor, and Giles Male put Claude 4.6 to the test on real financial modeling accreditation cases. From three-statement forecasts to complex debt sculpting scenarios, the team examines just how far AI tools have come. The results are impressive, but not flawless. The discussion explores what this leap forward means for finance professionals and whether modeling is truly entering a new AI-assisted era.

Ian Schnoor is Executive Director of the Financial Modeling Institute (FMI), the global accreditation body for financial modeling professionals. He brings extensive experience in modeling, training, and...

In this episode of Financial Modeler's Corner, host Paul Barnhurst is joined by Chris Reilly, founder of Financial Modeling Education, for an insightful discussion on the importance of mastering financial modeling fundamentals in the age of AI. Chris shares his perspective on how AI is transforming the modeling industry, why understanding the basics is more important than ever, and how dynamic arrays are changing the modeling landscape.

Chris Reilly is a financial modeling expert with over 91,000 students trained globally. He has a diverse background, having worked in private equity and FP&A, and has developed a range...

In this episode of Financial Modeler’s Corner, host Paul Barnhurst welcomes back Chris Reilly for a deep and practical conversation on financial modeling fundamentals in the age of AI. Chris shares why mastering the basics still matters more than ever, how AI is changing modeling workflows in reality (not hype), and where automation genuinely adds value versus where human judgment is still essential.

Chris Reilly is a former private equity professional and financial modeling expert with experience spanning restructuring, FP&A, treasury, and middle market private equity. He began his career at FTI Consulting during the fi...

In this episode of Financial Modeler’s Corner, host Paul Barnhurst sits down with Luke Phillips, Senior Business Analyst at Access Analytic. Luke shares how he transitioned from Division I basketball to financial modeling, and how he helps clients solve complex budgeting and reporting problems using Solver, Excel, and Power BI.

Luke Phillips is a chartered financial modeler and the Senior Business Analyst at Access Analytic. He works with clients across mining, oil and gas, manufacturing, and professional services to streamline budgeting and reporting through Solver and Excel. Luke holds a BBA in Finance from the University of...

In this episode of Financial Modeler’s Corner, host Paul Barnhurst sits down with Karishma Ramnawaj, a financial modeler based in Mauritius, to talk about her journey in financial modelling, building and reviewing models, and the lessons she’s learned from both success and failure. Karishma shares her experience of learning on the job, why understanding the end user is critical, and how she balances practical standards with flexibility.

Karishma is a Certified Advanced Financial Modeler (AFM) and FMVA® professional, currently working as a Financial Modeler Associate at Hawkins Eberdal Ltd in Mauritius. With a strong foundation in bo...

In this episode of The ModSquad, hosts Paul Barnhurst, Ian Schnoor, and Giles Male welcome Tim Jacks, founder of Taglo, for an insightful discussion on the integration of AI in financial modeling. Tim’s expertise bridges the worlds of financial modeling and AI, and in this episode, he shares his journey and discusses how AI is reshaping the financial modeling landscape.

Tim Jacks is the founder of Taglo, a company dedicated to improving financial modeling with AI technology. His career journey spans financial consulting and software development, including building financial modeling tools. Over time, Tim's interest in ar...

In this episode of Financial Modeler’s Corner, host Paul Barnhurst welcomes Carolina Lago, a seasoned FP&A professional, to discuss how financial modelers can transform data into actionable insights while avoiding common modeling pitfalls. Together, they explore best practices in financial modeling, the dangers of hard-coded models, and why structure, flexibility, and clear purpose are essential for effective decision-making. Carolina also shares lessons from her international career, including her experience supporting a major IPO and leading global software implementations.

Carolina Lago is an FP&A professional with over 15 years of international experience across multiple industries. She ha...

In this special episode of Financial Modeler’s Corner, host Paul Barnhurst recaps an exciting 2025 and outlines what's ahead for 2026. Paul reflects on the top five most downloaded episodes of the year, shares insights from key guests, and highlights major developments in financial modeling, including Excel's newest features and the growing role of AI.

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In this episode of Financial Modeler’s Corner, host Paul Barnhurst welcomes Ian Bennett, Partner and Deals Modelling Leader at PwC Australia, to discuss the art and science of financial modeling. Together, they explore what makes a good financial modeler, how Excel has evolved dramatically in recent years, and how emerging tools and AI are shaping the future of modeling. Ian reflects on his decades-long career, from his early days discovering Excel during audits to leading a large team of modelers across Australia and India.

Ian Bennett is the Deals Modelling Partner at PwC Australia an...

In this episode of The ModSquad, hosts Paul Barnhurst, Ian Schnoor, and Giles Male are joined by Tea Kuseva, Community Manager at the Financial Modeling Institute, for a detailed discussion on the state of AI tools in financial modeling. The group continues its hands-on testing of seven tools, including TabAI, Excel Agent, Shortcut, and TrufflePig, evaluating how these platforms perform on real-world financial modeling tasks

Tea Kuseva is the Community Manager at the Financial Modeling Institute (FMI), the only global accreditation body dedicated to financial modeling. With her deep involvement in the modeling community and her role...

In this episode of The Mod Squad, hosts Paul Barnhurst, Ian Schnoor, and Giles Male continue their hands-on testing of AI tools for financial modeling. This time, they put Subset, an AI-powered spreadsheet tool still in beta, through its paces. The hosts explore whether Subset can realistically handle core financial modeling tasks, including importing Excel files, building three-statement models, and applying basic accounting logic. Along the way, they uncover significant limitations, bugs, and logical errors that highlight the risks of relying on unsupported or immature tools.

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In this episode of The Mod Squad, hosts Paul Barnhurst, Ian Schnoor, and Giles Male continue their exploration of tools for financial modeling. This time, they test Melder, a tool designed to streamline financial modeling tasks in Excel. The hosts evaluate how it handles various financial exercises, such as creating formulas and generating a deferred revenue schedule. While the tool shows promise, the hosts identify areas where Melder has room to improve, particularly with bugs and user experience quirks. This episode also highlights the challenges of using tools still in beta.

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In this episode of Financial Modeler’s Corner, hosts Paul Barnhurst and Ian Schnoor continue their exploration of AI tools for financial modeling. This time, they test Trufflepig, a tool designed to help financial analysts automate spreadsheet tasks while still allowing them to focus on the insights. The hosts test Trufflepig on various financial modeling tasks, discussing its performance and how it compares to other tools they've used. They cover tasks such as building a DCF model for Nvidia, generating executive summaries, and creating a financial forecast. While Trufflepig performs well in some areas, there are still challenges that ne...

In this episode of The ModSquad on Financial Modeler’s Corner, Giles Male and Ian Schnoor put Elkar to the test, a financial modeling tool that's been getting attention for its speed and slick design. From solving structured Excel challenges to building full forecast models, they push the tool to its limits. What follows is a revealing look at how Elkar performs when accuracy, logic, and professional modeling standards are on the line. Along the way, they uncover surprising strengths, critical flaws, and even moments of unexpected comedy. Whether you’re curious about automation or cautious about AI in fina...

In this episode of The ModSquad on Financial Modeler’s Corner, Paul Barnhurst and Giles Male put Shortcut under the AI microscope, testing one of the most hyped AI tools in the financial modeling world. With claims like “the most accurate Excel agent in the world” and the ability to outperform human champions in modeling tasks, Shortcut has made a big splash, but does it live up to its own bold promises? Paul and Giles run it through a rigorous series of real-world modeling challenges, from esports cases and financial forecasts to dashboard analysis and deferred revenue schedules. What they f...

In this episode of The Mod Squad on Financial Modeler’s Corner, Paul Barnhurst, Ian Schnoor, and Giles Male take a close look at TabAI, a tool designed to simplify and speed up Excel tasks using automation and intelligent suggestions. With more tools dropping out of the market and Excel’s own Agent feature gaining ground, the question is simple: Does TabAI offer something worth switching to? From cleaning data and building dashboards to attempting a full five-year forecast, the team puts TabAI through a series of real-world modeling challenges to see what it gets right and where it stil...

In Episode 5 of The ModSquad on Financial Modeler’s Corner, Paul Barnhurst, Ian Schnoor, and Giles Male take a hard look at the changing landscape of financial modeling in the wake of Microsoft’s release of Excel Agent. Since launching at the end of September to coincide with Excel’s 40th birthday, Excel Agent has quickly changed the competitive dynamics for AI-powered modeling tools. The team explores the implications: how Excel Agent’s capabilities compare to other tools, why third-party platforms are shutting down, and what all this means for the future of work in modeling-heavy industries like investment banking...

In this episode of The ModSquad on Financial Modeler's Corner, Paul Barnhurst, Ian Schnoor, and Giles Male explore Microsoft’s newly released Excel Agent, a beta tool designed to bring AI into Excel Online. The team compares its performance to Rosie AI, running both through a range of tasks, including formula building, audit reviews, and a full five-year model forecast. Along the way, they test the tools against real modeling challenges like the Excel Esports case and a creative custom case, "The Humble MVP." This isn’t just about flashy tech. It’s a deeper conversation on where AI can he...

Note: This episode was recorded and scheduled for release before the recent announcement that Rosie AI is shutting down.

In this episode of the ModSquad series on Financial Modeler’s Corner, host Paul Barnhurst is joined by modeling experts Ian Schnoor and Giles Male to evaluate Rosie AI, a new tool that integrates with both Excel and Google Sheets. Together, they test its capabilities in building financial models, solving complex FP&A tasks, and performing real-world use cases. They push Rosie through a series of tests, from basic formula creation to building full three-statement models, and discuss wh...

Disclaimer: This episode is best experienced in video format. Since we’re testing new tools like Tracelight, the visuals add valuable context and make everything much clearer. We highly recommend watching the video for the full experience.

In this episode of the ModSquad series on Financial Modelers’ Corner, host Paul Barnhurst is joined by modeling experts Ian Schnoor and Giles Male to evaluate Tracelight, a new Excel-based modeling tool. Together, they explore how well it performs across real-world use cases in FP&A, Excel eSports, and corporate finance. From auditing balance sheets to solving Excel battle cases and...

In this special launch episode of The Mod Squad, host Paul Barnhurst is joined by co-hosts Giles Male and Ian Schnoor to explore the evolving intersection of artificial intelligence and financial modeling. Together, they introduce a new podcast series, The ModSquad, designed to test AI tools built for financial modelers, FP&A professionals, and analysts. The trio shares their excitement, cautious optimism, and the pressing questions they hope to answer through hands-on experimentation with cutting-edge tools that promise to transform the modeling landscape.

Paul, Giles, and Ian bring decades of combined experience across FP&A, c...

In this episode of Financial Modeler’s Corner, host Paul Barnhurst speaks with financial modeling expert Scott Strachan about the role of financial models in business planning and decision-making. Scott shares lessons from over 30 years of experience in accounting, consulting, private equity, and corporate finance. The discussion covers the importance of modeling for startups, the problems with annual models, the risks of overrelying on EBITDA, and how the FMI certification has helped him stay sharp in a changing industry.

Scott Strachan is a Chartered Accountant and Chartered Financial Modeler who has worked across the UK, the...