AI Hype in Finance for Executives to Avoid Failure from Poor Data, Hype and Top-Down Rollouts

In this episode, hosts Paul Barnhurst and Glenn Hopper discuss the realities behind the AI hype cycle and how it's playing out in finance, from inflated ROI expectations to unscalable AI tools and organizational chaos, Paul and Glenn unpack what’s working, what’s failing, and why so many companies are stuck. With no guest this week, the duo shares their honest takes on the state of AI, its practical limits in financial workflows, and how companies are fumbling both bottom-up adoption and top-down implementation. This one’s a mix of hot takes, technical insight, and just enough despair to keep things real.

In this episode, you will discover:

• How bottom-up AI adoption is outpacing executive-led rollouts in finance.
• The problem with inflated expectations and what’s really causing AI project failures.
• Why Excel tools powered by AI are promising, but limited by context windows.
• How governance and data issues are crippling enterprise AI strategies.
• What OpenAI, Oracle, Nvidia, and Microsoft’s latest moves mean for the AI landscape.

AI isn’t a magic solution; it’s a powerful tool that still depends on good data, realistic goals, and a bit of patience. Paul and Glenn make it clear that while the hype is loud, real progress takes thoughtful implementation and education. The future of AI in finance looks promising, but only for teams willing to do the work.

Join hosts Glenn and Paul as they unravel the complexities of AI in finance:

Follow Glenn:

LinkedIn: https://www.linkedin.com/in/gbhopperiii

Follow Paul:

LinkedIn: https://www.linkedin.com/in/thefpandaguy

Follow QFlow.AI:

Website - https://bit.ly/4i1Ekjg

Future Finance is sponsored by QFlow.ai, the strategic finance platform solving the toughest part of planning and analysis: B2B revenue. Align sales, marketing, and finance, speed up decision-making, and lock in accountability with QFlow.ai.

Stay tuned for a deeper understanding of how AI is shaping the future of finance and what it means for businesses and individuals alike.

In Today’s Episode:

[01:56] - AI Hype Cycle Meltdown

[04:50] - AI Tools in Excel

[07:33] - Bottom-Up vs Top-Down Adoption

[11:33] - Why AI Projects Fail

[14:38] - Change Management Gaps

[17:23] - Context Window Limitations

[20:30] - Learn the Basics of AI

[23:11] - Oracle, Nvidia & OpenAI Deals

[30:07] - Microsoft Adds Anthropic to Copilot

[34:24] - Copilot Improvement & Wrap-Up