Authority laundering
You offer a tentative frame. The model develops it rather than independently testing it. The result comes back fluent and agreeing: your first guess wearing the appearance of corroboration.
The operating discipline for professional work made with AI
Work you can stand behind.
You’ve installed the AI tools that make the work faster. Keep them. But deciding what to sign just got harder: five inputs you could read are now five hundred, rolled into one thing you can’t read.
re:compound installs the discipline that brings the work to your desk marked by its maker: what it rests on, what’s verified, who owns what, where your judgment counts. No software.
For the partners who sign the work at private equity, law, and advisory firms.
Already spoken with Bud? Go to the Method, the Installation, or the one-page brief.
One piece of work, two cuts
IC MEMO12 JUN 2026
Northstar ComponentsThe business can sustain its margin profile through the transition.
STATE OF THE WORKCERTIFIED
Structural productivity versus site-mix effectTrunk
Retention + productivity
Live
Q03 · site mix
Ownership
E07 · provisional
11organizations started
9installations completed
9 of 9led to the next installation
2currently in flight
As of September 2026
The whole thing, in one paragraph.
re:compound installs a different way of working on both sides of the keyboard: trained moves for your people, and plain-text operating instructions for the AI you already use. Work made with AI then reaches the partner who signs it marked by its maker: what it rests on, what’s verified, what’s still live, who owns what, and where the partner’s judgment counts most. It isn’t extra process; the memo and the marks are two cuts of the same work, made at the same moment. The decision to rely on the work stays human. It’s installed in one senior partner and the people whose work they sign, a pair at minimum and often a whole deal or matter team, on live work, inside the AI environment the firm already approves, in ten weeks, for a fixed fee a single team can fund, with no software. Every firm that has completed the ten weeks has extended it. The first step is thirty minutes with Bud about the next piece of work you’ll have to sign.
01 · The record
Built to leave.
Every completed installation has led to the next: first to the rest of the partner’s own team, then to other partners at the same firm.
“I feel I can sign my name to the work again. I know where it came from and I know my team owns the results.”
Managing director · mid-market advisory
Every installation is delivered personally by the two founders and designed to run without them.
About the founders02 · The signature problem
The work looks finished. The instrument has gone silent.
The memo is coherent. The numbers agree everywhere they touch. Nothing is obviously wrong, and that is the problem, because nothing is obviously anything.
The roughness, hesitation, and seams your judgment learned to read have been polished out of existence. So you inherit a fork: reconstruct the inquiry yourself, or sign what you cannot efficiently inspect.
“I can’t find anything wrong with it. It all looks good, I guess.”
Managing partner · mid-market private equity
- Strong and weak claims arrive wearing the same finish.
- A second model pass returns another seamless first answer rather than an independent read.
- Uncertainty can be admitted only as a confession rather than marked as professional state.
The finish of the work has stopped carrying reliable information about the strength of the thinking underneath it.
Canonical condition
Unreviewable fluency
Work that is polished and apparently complete, but whose evidence, assumptions, uncertainty, branch choices, and human ownership cannot be efficiently inspected.
Definition, diagnostic, and origin03 · The upstream cause
The failure forms upstream, in your hands too.
The signer feels the failure at review. It began earlier, inside the default human–model interaction.
Premature artifacting
A finished-looking draft arrives early, acquires gravity, and every turn after improves its words instead of reopening the object. Version twelve inherits the skeleton of version one.
These are not junior failings. They are defaults, not defects: the default stance of the associate’s collaboration, and yours. A downstream inspection layer cannot be the whole answer.
04 · What the tools sell
Keep the tools. Change what the speed is worth.
The tools you’ve bought sell speed, and speed is fine. But speed you can’t grade is worth nothing to the person who signs, and speed that doesn’t compound is worth a fraction of what it could be. re:compound doesn’t replace the tools. It installs the discipline that makes the speed gradable, and then makes it compound.
Speed you can’t grade is worth nothing to the person who signs.
05 · The installed unit
Install the complete capability in one partner’s team.
Ten weeks. One senior partner and the people whose work they sign, a pair at minimum and often a whole deal or matter team, each working with AI, on live work, inside the environment the firm already approves. Delivered personally by the founders. Fixed fee a single team can fund; if the ten weeks slip, the fee doesn’t. No re:compound software or systems integration.
Producer+ AI
Live work · shared grounds · human review
Reviewer+ AI
At many firms, an associate and a partner. The roles are functional; one person can hold both.
A working method
Human behavior for framing, governing production, exposing state, conducting independent review, deciding reliance, and carrying judgment forward.
Model-side operating assets
Versioned text-based executables, model instructions rather than software, fitted to the firm’s work, language, standards, and approved tools.
Shared surfaces and habit
The State of the Work, native evidence handles, reviewer-side brief, decision and direction, and the practiced ability to use them under pressure.
Installed means independent use.
By week ten, the team runs the full Produce → Expose → Review → Rely → Compound loop without re:compound hand-holding, and keeps improving through practice.
Explore the installation06 · What it is not
What re:compound is not.
- No software.
- No systems integration.
- No new data connections.
- No subscription.
- No deck, demo, or discovery process.
- Not AI training or prompt engineering.
- Not a compliance, fraud, or monitoring system.
- Not a consultancy that stays. Everything installed stays; we don’t.
The decision to rely on the work stays yours.
Your AI, on your side of the desk, points your attention to the few places worth it. It doesn’t decide, and it isn’t the AI that made the work.
07 · The consequence
Senior judgment returns to the work.
Partners who run it say the same few things.
- The outputs make sense again.
- They know who owns what.
- They re-enter a matter or a deal at altitude instead of climbing back from the ground.
- Their judgment carries past one decision and can be read, by them or by others.
- They can see when an assumption they relied on has stopped being safe.
The pen gets lighter. You know what you are signing again, and could say out loud why.
08 · One loop
One loop, from the first frame to the next piece of work.
ProduceExposeReviewRelyCompound
The same loop in a deal, a matter, or an engagement.
The IC memo crosses with the state behind it: which cuts killed which thesis, and what’s still open before the committee.
The advice note crosses with what it rests on: which authority is load-bearing, what’s relayed from the client, what’s not yet checked.
The recommendation crosses with who owns which number, and which assumption stopped being safe.
A practical first step
Thirty minutes about the next piece of work you’ll have to sign.
Who’s bringing it, when, and whether that’s the team to start with. No deck, no demo, nothing to prepare.