Blog

“Where are you seeing this work?”

We write about what we see inside investment firms.

A small number of pieces each year, each one drawn from an engagement. We write when what we observed taught us something we did not know before, and we publish what we learned.

Every piece opens with the view we hear most often, in the words our clients use, and then sets out what the work showed instead.

Questions buyers ask

AI across the portfolio

How to Roll Out AI Across Your Portfolio Companies

How a private equity operating partner should roll out AI across portfolio companies: shared rules first, then one measured process at a time.

AI for investor relations

AI Use Cases for Investor Relations at a PE Firm

The AI use cases that suit investor relations at a private equity firm, on your own LP documents, and who can set them up for your IR team.

AI deal sourcing for VC

AI Deal Sourcing for Venture Capital Firms

How venture capital firms use AI for deal sourcing, from signal platforms to models reading decks, and how a small VC team starts on its own thesis.

Claude for due diligence

How to Use Claude for Financial Due Diligence on a Deal

How a private equity deal team uses Claude for financial due diligence: one project per deal, a cited first pass on the data room, and the team's checks.

Best AI tools for PE

Best AI Tools for Private Equity, and Who Rolls Them Out

The AI tools private equity firms buy, by layer, from each vendor's own pages, and when a New York PE firm needs outside help to get its people using them.

Claude for Excel

Claude for Excel: LP Reporting and Fund Reconciliations

Where a CFO at a private equity, credit or hedge fund starts with Claude for Excel on LP reporting and reconciliations: setup, controls, the first workbook.

Big Four alternative

KPMG's Anthropic Alliance and a Smaller PE Alternative

KPMG's Anthropic alliance aims its private equity work at portfolio companies. How a New York PE firm finds a smaller Claude partner for the fund itself.

Claude or ChatGPT for our firm?

Claude vs ChatGPT for a Private Equity Firm

Claude or ChatGPT for a private equity firm: documents, data controls, admin, Office add-ins and market data compared from each vendor’s own pages.

Which AI firm for our fund?

Choosing an AI Consultant for a Hedge Fund

How a hedge fund should choose an AI consulting firm: the kinds of firm, what to ask, the red flags, and how to judge a forward deployed engineer.

Claude training for the deal team

Claude Workshops for Private Equity Teams

What a Claude workshop for a private equity deal team covers on CIMs, IC memos and portfolio reports, how long it takes, who attends and how to judge one.

The archive

The standard

Three conditions, all required.

Not an editorial policy for its own sake. It is why the archive is short, and why we can stand behind each piece in it.

  • It came from a room we were in

    Nothing about the industry in general. If we were not sitting with the people it happened to, we have nothing to add that you could not read elsewhere.

  • The conventional view goes first

    In its own words, not a version constructed to be easy to argue with. If we cannot state the other position in a sentence someone would actually say, we do not understand it yet.

  • We say what we used to think

    Every piece exists because something we believed turned out to be wrong. The prior position stays in the piece. It is the evidence that the new one cost us something.

Tell us what you are seeing.

If your experience differs from what we have written, we would like to hear it.

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