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AI-ready · Stakeholder Communication

An LP asks whether AI tools touched the valuation methodology behind a portfolio company's reported mark. Walk me through how you'd answer that honestly without undermining their confidence in the number.

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I'd answer it directly and specifically rather than with a blanket yes or no, because the honest answer is almost always 'in some parts, not others,' and vague reassurance reads as evasive to an LP who's paying attention.…

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