Usage drives real AI ROI. @thefpandaguy
Usage drives real AI ROI.  @thefpandaguy
Uploaded June 2026 | Updated September 2026, 1 week ago
In this episode of Future Finance Podcast, hosts Paul Barnhurst and Glenn Hopper invite Dave Trier, CEO of ModelOp, to break down why AI adoption fails without structure, and how companies should actually measure success.

Most companies start AI the wrong way.

They buy licenses and expect transformation.

No strategy. No structure. No accountability.

Usage becomes inconsistent and invisible.

Value becomes impossible to measure.

Real ROI starts with intentional adoption. Not passive access.

Without usage, AI is just another expense.

Without direction, it creates noise, not impact.

🎧 Listen to the full episode on @thefpandaguy

#AIinBusiness #FutureFinance #AIAdoption #FinanceLeaders #DigitalTransformation #BusinessStrategy #CFOInsights #AIROI #EnterpriseAI #FinanceTransformation
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Usage drives real AI ROI.

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