How CFOs Can Reduce Manual Reporting and Increase Strategic Impact Using AI with Brian McGowan

In this episode of FP&A Unlocked, Paul Barnhurst talks with Bryan McGowan, founder of Alpyne, about what great FP&A looks like, how technical skills can improve finance work, and where AI is actually useful for CFOs and finance teams. Bryan shares how his background in engineering shaped his approach to finance, why he built Alpyne to solve real workflow problems, and how AI can reduce manual work so finance professionals can spend more time on analysis and business partnering.

Bryan McGowan is the founder of Alpyne and a CFO with a rare mix of finance and technical skill. After spending a decade leading finance in tech, he launched Alpyne in 2021 to solve a problem he had lived himself: great CFOs were spending too much time on manual work and not enough time on strategic thinking.

Expect to Learn:

What great FP&A looks like in practice
Why accounting fundamentals still matter
How coding and data knowledge help finance professionals
Why Bryan built Alpyne to solve his own CFO workflow problems
How AI can help save time in finance roles

Here are a few relevant quotes from the episode:

“Models are never right, but sometimes they're useful.” - Bryan McGowan
“If you can create a structure, if you can provide a framework that allows for supports effective decision making across the organization, I feel like you're doing your job.” - Bryan McGowan

Bryan explains that FP&A is not about predicting the future perfectly. It is about giving the business a useful framework to make better decisions. He also shares that AI works best when it is used on process-heavy work like cleanup, mapping, reporting, and system workflow.

Follow Bryan:

Primary Alpyne website: https://getalpyne.com/

LinkedIn: https://www.linkedin.com/in/bryan-mcgowan-8572644/

Earn Your CPE Credit

For CPE credit, please go to earmarkcpe.com, listen to the episode, download the app, answer a few questions, and earn your CPE certification. To earn education credits for the FPAC Certificate, take the quiz on earmark and contact Paul Barnhurst for further details.

In Today’s Episode

[02:55] – What Great FP&A Looks Like

[04:03] – How Bryan Uses AI Today

[08:26] – Why Technical Skills Matter in Finance

[10:47] – Why Bryan Built Alpyne

[14:24] – Using AI in Finance Workflows

[17:49] – Building Client Context Into AI Tools

[21:44] – Checks, Controls, and Trust in Finance

[24:26] – A Real Finance Problem Solved With AI

[29:04] – Advice for Finance Professionals Starting With AI

[33:12] – What Holds Finance Teams Back From AI

[35:31] – The Most Important Skills in FP&A

[40:43] – Better Business Partnering and Closing Thoughts

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