Proof The accounting

What this would have cost without AI.

Three ways to get the same work done. One is slow and expensive. One is cheap and unaccountable. The third is the only one you can defend in a hard room.

The two costs

There are two costs. Build it, and run it.

To build what this site runs on, a comparable team without AI is modeled at $2.7M loaded (a $1.4M-$3.9M band), recompiled nightly from the delivered scope: code, docs, and shipped products. Against the operator hours behind it, that is about $5,068/hr of equivalent build per effective hour. One operator did it instead. To run it, monthly, is the comparison below. Both are comparators, not bills anyone paid us.

To run it, monthly

Same output. Three bills.

Traditional team
$13M-$29M /mo

Loaded cost of the headcount to run this the old way. You get a team and a paper trail. Slow, and priced like it.

Accountable, but unaffordable.
Ungoverned AI
$3.46 /run

Point a model at it and pay the compute. Fast and nearly free. No leader, no record, no way to say who approved what.

Cheap, but indefensible.
Wolfberg, governed
~$10K /mo

The runtime, plus a human on the gate and a signed, hash-chained record. The speed of the model with an account you can defend.

Cheap, and defensible.

The middle column is where most of the market is standing right now. It is the cheapest way to get output and the most expensive way to get caught.

Honest accounting

What these numbers are not.

A comparison is only proof if it is honest about its own edges.

Receipts, not revenue

These are the costs of real runs, not proof of a paying book of business.

Prototype, not certified

A running prototype under real controls, not an accredited or certified system.

Comparators, not quotes

The traditional figure is a loaded-cost comparator for the work, not a bill anyone paid us.

Measured, not promised

Four instruments we run on ourselves.

A live meter for whether the AI sounds like its operator, a failing grade we published and held, a contaminated test we voided and disclosed, and a fire drill whose rules are locked before any score exists.

The So What
Do not take our word

The proof runs live in the War Room.

The comparison above is settled in public, in real time, on the proof surface.

Open the War Room
Thirty free minutes

Run the numbers
against your own work.

Thirty minutes, no charge. Bring the job and we will show you which column you are standing in.

Book the free conversation
Read this before you believe any of it. The platform is a running prototype, not an accredited or certified system. The register, the war room, and the brain are receipts, not revenue. Every claim on this site links to something you can check. If one doesn't, tell us, and we'll fix the page.