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1149: Predictable, Profitable Growth in an AI-Native Business | Ed Hagan, CFO, Satisfi Labs

At 19, working part-time in a bank branch while attending college, Ed Hagan made a simple recommendation: expand the branch. The idea was taken seriously enough that he was transferred to the bank holding company’s finance and accounting department, where he suddenly found himself helping with acquisitions, preparing board materials, and contributing to an IPO. The exposure was far greater than he expected at that age, Hagan tells us, and it sparked a curiosity that would shape his entire career.

That early experience with real-world complexity led him to KPMG—then Pete Marwick—because the…

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