Uploaded July 2026 | Updated September 2026, 2 weeks ago
In this episode of FP&A Unlocked, host Paul Barnhurst welcomes Alok Ajmera to explore how AI is reshaping forecasting, budgeting, planning, and the future role of FP&A teams.
Most finance leaders trust AI to explain numbers.
But many still refuse to let AI interact with them.
That's an interesting contradiction.
If AI can analyze your forecast, summarize your board pack, and identify trends faster than any team member...
Why does budgeting suddenly become off-limits?
The real challenge isn't the technology. It's trust.
Finance has always been built on control, accuracy, and accountability.
š§ Listen to the full episode on @thefpandaguy
#FPandA #FinanceLeadership #CFO #FinancialPlanning #Budgeting #Forecasting #ArtificialIntelligence #FinanceTransformation #OfficeOfTheCFO #CorporateFinance #FPACommunity #FutureOfFinance
In this episode of FP&A Unlocked, host Paul Barnhurst welcomes Alok Ajmera to explore how AI is reshaping forecasting, budgeting, planning, and the future role of FP&A teams.
Most finance leaders trust AI to explain numbers.
But many still refuse to let AI interact with them.
That's an interesting contradiction.
If AI can analyze your forecast, summarize your board pack, and identify trends faster than any team member...
Why does budgeting suddenly become off-limits?
The real challenge isn't the technology. It's trust.
Finance has always been built on control, accuracy, and accountability.
š§ Listen to the full episode on @thefpandaguy
#FPandA #FinanceLeadership #CFO #FinancialPlanning #Budgeting #Forecasting #ArtificialIntelligence #FinanceTransformation #OfficeOfTheCFO #CorporateFinance #FPACommunity #FutureOfFinance


![What Separates an Excellent Financial Modeler From a Technically Good One with Diarmuid Early
In this episode of Financial Modelerās Corner, Paul Barnhurst speaks with Diarmuid Early about what separates great financial modelers from technically capable ones, the rise of AI in financial modeling, and why judgment remains essential. Diarmuid shares lessons from his career, his experience as a three-time World Financial Modeling Champion, and why understanding what a model actually means matters more than simply building it correctly.
Diarmuid Early is the founder of Early Days Consulting, a data analytics and financial modeling consultancy. He previously worked at Boston Consulting Group and spent nearly a decade in Deutsche Bankās Origination and Advisory division. He holds a PhD in computer science and is a three-time World Financial Modeling Champion, Excel MVP, and Master Financial Modeler
Expect to Learn:
Why great modelers think beyond simply building the model
How assumptions and business understanding drive valuable financial models
Where AI currently fits into financial modeling
Why AI-generated models still require careful human review
Why continuous learning remains essential for financial modelers
Here are a few relevant quotes from the episode:
āThe hard part is getting everybody aligned. What are the assumptions?ā - Diarmuid Early
āThere is a smart way to do it. And so if youre banging your head against it, go find the smart way.ā - Diarmuid Early
AI will continue to take on more of the technical work involved in financial modeling, but speed alone does not make a model useful or reliable. Strong modelers will continue to stand out through their ability to develop credible assumptions, interpret results, exercise judgment, and understand the decisions a model is meant to support.
Follow Diarmuid:
LinkedIn: https://www.linkedin.com/in/diarmuidearly/
YouTube: https://www.youtube.com/@DimEarly
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LinkedIn: https://www.linkedin.com/company/financial-modeler-s-corner/
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Take your financial modeling skills to the next level with FMIās Global Financial Modeling Conference. Experience 24 hours of learning, networking, and practical insights from leading experts across the finance community.
Register today: https://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.
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In Todays Episode:
[00:00] - Trailer
[03:31] - Diarmuidās Journey Into Financial Modeling
[06:00] - Financial Modeler Stereotypes
[08:20] - Career Advice for Aspiring Modelers
[12:46] - Financial Modeling Competitions
[14:59] - Consulting, Coaching, and Career Evolution
[18:25] - Meeting Microsoft CEO Satya Nadella
[21:08] - AI and the Future of Financial Modeling
[25:41] - Why AI-Generated Models Still Need Review
[31:09] - Financial Modeling Standards and Best Practices
[35:19] - Diarmuidās Most Challenging Modeling Case
[39:28] - Excel Shortcuts and Modeling Tools
[41:38] - Rapid-Fire Modeling Questions
[46:01] - Continuous Learning and Final Advice What Separates an Excellent Financial Modeler From a Technically Good One with Diarmuid Early](https://i.ytimg.com/vi/FVLkvLBWBqc/mqdefault.jpg)







