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The AI Architect's avatar

The security-to-archetype mapping here is really sharp. Seeing preferred equity work for everything from industrial deeptech to a women's soccer club shows how much the crowd has matured. What stood out to me is how platform audience actaully shapes deal structure more than founders realize. I've watched pitches fail beause they picked the wrong platform for their security type, not becuse the business was weak.

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