4 posts

Private Equity

Back It or Bury It

Your governance team is burying real AI innovation. That's a business call. It shouldn't be theirs to make.

Your AI Maturity Score Is Just a Starting Line

I maturity assessments are a legitimate tool. They're also insufficient on their own. Here's why the conversation stops too early, and what public companies and PE firms need to ask next.

AI Changed the Buyer Before It Changed the Seller

Most sales tech stack overhauls optimize the seller's side. The shift is happening on the buyer's side. Five moves that improve commercial performance today and prepare you for AI-mediated buying.

The Three Scenarios Are Dead

Every investment memo and annual plan runs three scenarios: base, upside, downside. Three futures that feel rigorous but aren't. Stochastic simulation fixes this in principle. Now LLMs can parameterize it in practice. The full distribution of outcomes changes what you see and where you look.

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