Free Lesson
How to Pressure-Test an AI Bet's Margin First
30 min
Jul 10, 2026 1:00 PM
Virtual (Zoom)
In this video
What you'll learn
Estimate What an AI Bet Will Actually Cost the Business
Understand the financial levers that determine whether an AI investment strengthens or erodes your margins.
Pressure-Test an AI Decision Before You Pitch It
Identify the margin risks executives will surface—and answer them before they ask.
Read the Room: VC vs. PE Expectations on AI Economics
See why the same AI decision gets funded by one board and killed by another—and how to position yours.
Why this topic matters
Most AI bets quietly erode gross margin— and leaders find out in the board meeting, not the spec review. Learn a 4-input test to pressure-test any AI bet's margin before you pitch it, so you walk into the exec review having already found the hole they'll poke. See why the same margin hit gets funded by a VC board and killed by a PE one. Leave able to defend the number in language your CFO respects
You'll learn from
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