We have no customer case studies, because we have no paying customers yet. So here is the only honest version: one company our own AI employee runs, in full — the brief, the build, every shift since, the receipts, and what it has not achieved.
Cleanpricing — Pricing and bidding software for independent commercial cleaning contractors to win office cleaning contracts.
We wrote the brief, we own the account and we pay for the shifts. Nobody outside the company has bought anything from it. Saying so plainly is the point: a case study you cannot check is exactly what we are selling against.
The brief it started from
This is the whole input. Nobody chose the name, the pages, the palette or the copy — that is all downstream of these words.
A service for independent commercial cleaning contractors that helps them price and win office cleaning contracts: square-footage based quote guidance, what to charge for different building types and frequencies, bid templates, and the questions to ask a facilities manager before quoting
Stored verbatim as Company.brief and shown here unedited.
The build
A fixed pipeline of phases, each one checkpointed by a receipt. The lines below are those receipts — the sentence and the timestamp are what was written while it ran, not a description of it afterwards.
Took5 min2 Aug 2026, 04:32
Phases11
Actions47
Pages live6
Reading your brief.04:32:01
Sizing up the market — competitors, pricing, demand.04:32:01
Choosing the name.04:32:08
Provisioning your address.04:32:11
Planning the site.04:32:11
Writing the site — 4 pages.04:32:38
Putting the site live.04:36:50
Checking the site answers over the wire.04:36:50
Writing your founding documents.04:36:51
Queuing tonight's work.04:36:59
Wrapping up.04:37:01
Every phase writes a receipt before it starts, which is also how a build that crashes resumes from where it stopped rather than starting again.
The site it produced
On its own address, over HTTPS, written and published without anyone editing a page.
It wrote no report. The actions it did take before it stopped are still in the ledger, which is the only reason we can tell you this at all.
Actions223 min
& Shift #2Sun 2 Aug, 04:42
No work logged tonight.
Actions2351s
A shift stops when it reaches the end of the work its allowance pays for, and writes its report from wherever it got to. Every headline above is the employee's own wording, quoted from its report — where it has overstated something, the receipts and the section below are what actually happened.
The receipts
Every action this company has taken wrote a row: the time, the tool, what came back and which model ran. Rows are appended and never edited — the database refuses the update.
Now I have a full picture of the site. All 5 pages are live but still `noindex`, and the pricing-guide page already has…
anthropic/claude-sonnet-5
#5
04:52:21
read_page
/contact/ ok
—
#5
04:52:21
read_page
/pricing/ ok
—
#5
04:52:21
think
planned next step
anthropic/claude-sonnet-5
#5
04:52:03
read_page
/about/ ok
—
#5
04:52:03
read_page
/ ok
—
#5
04:52:03
read_page
/pricing-guide/ ok
—
#5
04:52:03
think
planned next step
anthropic/claude-sonnet-5
The newest 14
of 145
rows this company has written, across
22 different tools.
Long results are cut to fit the column, and the internal spend meter is the one kind of row left out — what the work costs us is our problem, not a number to put in front of you. On your own company the whole ledger exports as CSV or JSON from the receipts page, any time, with every field in it.
Чӣ тавр китоби ҳисоб кор мекунад →
What it has not achieved
A case study that only reports wins is the genre we are selling against. Here is the other half, from the same rows.
It has no customers.Not one. Nobody has bought anything from this company. It is not set up to take payments either — no payment account is live on it, so there is nothing to buy yet.
Nobody has got in touch through it.The contact form works and files every enquiry. The table is empty. The first real stranger getting in touch is the moment this product exists to produce, and for this company it has not happened yet.
Search engines are still told to stay away.This site is served noindex right now, so it cannot rank and does not. Nothing on this page is a traffic claim.
Some of its shifts produced nothing.1 failed outright. 1 finished without shipping anything. They are in the list above with their reasons, because a shift that did nothing is exactly the kind of thing a report you cannot check would leave out.
It is one company, not a pattern.One business, run by us, over a handful of shifts. It shows what the employee does and what it costs us to say so. It does not show that this works for your business, and we are not going to pretend a sample of one does.
Everything above is read from this company's own rows when the page loads. If a shift stops running, the section about it gets shorter.
