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For private equity · operating partners

AI adoption is a
value-creation lever.
Pull it across the
whole portfolio.

AI is moving through finance, sales, service and operations — not just IT. How fast each company adopts it now shapes how the portfolio performs. One partner, on a pre-arranged rate card, for every company you hold — with a receipt for every build.

PORTFOLIO VIEW coming
company surveyed planned receipt shipped

§ 01 Your world

AI is moving through every function your companies run.

Not just IT. Finance, sales, service and operations are changing shape, company by company — and the pace of that change now shows up in how the portfolio performs.

Every function

This is not an IT project.

Finance closes faster. Sales qualifies better. Service answers sooner. Ops runs leaner. The change is in the operations themselves, and the IT budget is the smallest part of it.

Pace

Adoption speed is the variable.

Two companies in the same fund, the same market, the same year: one adopts in a quarter, the other takes a few. That gap is now a line in the returns.

The usual answer

Every company finds its own help.

Each management team picks its own vendor, on its own terms, with its own idea of proof. Nobody at the fund can see the whole board, or compare what came back.

§ 02 How it works

One partner, pulled across the whole portfolio.

The fund opens the door once. Each company walks through it on its own intent, and every build comes back with proof the deal team can read.

  1. 01

    The fund sets the terms

    One pre-arranged rate card, agreed with the fund and open to every company you hold. No separate procurement for each one.

    fund approves
  2. 02

    Your companies get the invitation

    Co-branded materials go out under both names, so the first conversation is already written. Each management team brings its own intent — the function it wants moved.

  3. 03

    Agents build, skeptics attack

    Each build runs our route: a ratified plan, a locked contract, front and back built in parallel, and skeptic agents attacking every claim against the real code.

    company ratifies
  4. 04

    Receipts come back to the fund

    Every build ships with verifiable evidence of what was built and what was checked. Diligence-grade, readable by anyone on the deal team.

§ 03 Proof

Diligence-grade, by construction.

Agents build. Skeptics attack. You ratify. Every claim ships with a receipt — the kind of record a deal team can read without taking anyone's word for it.

A receipt is verifiable evidence of what was built and what was checked, attached to the build it describes. Open one on this site and run the check yourself.

receipt · what we can show verified
Supervised arcs
26
Stories shipped
119
Verifiable receipts
89
Evidence per claim
attached

Figures from our own build ledger. The receipts behind them are on this site.

§ 04 The shape of the deal

The shape, in words.

Terms are set in conversation. The shape is fixed, and it is simple.

A pre-arranged rate card
Set once, fund-wide. Every company you hold can draw on it, with no separate procurement for each one.
Co-branded materials
Sent under both names to the companies you choose, so the first step is already written.
Portfolio adoption tracking coming
Which companies are adopting, and where. Not built yet — labeled so until it is.
A receipt for every build
Every build ships verifiable evidence for every claim. Open it; run the check.

One partner locked in for the whole portfolio, rather than each company finding its own.

§ 05 Start a conversation

Pull the lever across the whole portfolio.

Tell us what you hold and where adoption is stalling. We'll come back with how a rate card and the first co-branded note would look for your companies.