
Reading
Anything that arrives — email, forms, orders, supplier PDFs, voicemail — read, understood and routed before a person opens it.
- Inbox triage
- Document extraction
- Order capture
- Call summaries
Clerk Wright · AI automation
We build AI systems that run the repetitive work inside small and medium businesses
Paid from the hours you save.
What we fit
We do not sell one system that swallows the business. We fit a set of AI skills to the specific work eating your week — as many or as few as the hours justify.

Anything that arrives — email, forms, orders, supplier PDFs, voicemail — read, understood and routed before a person opens it.

The steps between arriving and done: drafted, checked against your rules, and carried out inside the tools you already run.

The work of making sure — reconciling, flagging what looks wrong, and keeping the record straight without a Friday catch-up.
The saving
Every line here is work your team does by hand each week. We fit an AI skill to each one — and the hours come straight back off the wage bill.
0.0hrs
Those hours were payroll. Now they are not.
Our fee is a share of this line and no other — never of the hours you were already keeping, and never before the saving exists.
Illustrative. The survey measures your own week and sets the baseline everything afterwards is counted against.
The method
We do not sell a platform or a seat licence. We sell the removal of specific, counted hours — and we count them before we touch anything.
We sit inside the business and time the work — every recurring task, how often it runs, who touches it and what it costs. You leave with an hours map you keep, whether or not you go further.
We fit each skill to the tools you already run: your inbox, your CRM, your spreadsheets, your accounts package. Nothing is ripped out and nothing is replaced for the sake of it.
Your team stops running process and starts supervising exceptions.
We measure the hours actually removed against the baseline agreed at survey, and invoice a share of them. If the hours do not come out, there is nothing to share.
The arithmetic
Every business carries a standing bill for work no customer would miss. Set the dials to yours and it stops being abstract.
Salary, employer's NI, pension and overhead, divided by hours worked.
An assumption, and yours to move. The survey replaces it with a measurement.
Estimated, per year
Currently spent on repetitive work
£97,152
4,048 hours
Recoverable at 65%
£63,149
2,631 hours · roughly 70 full-time weeks handed back
An arithmetic estimate from the figures you entered — not a quotation and not a promise of results. Our 30% comes out of the saving actually verified after handover, so it only exists once the hours do.
Terms
Our fee is a share of the hours we remove, valued at what those hours cost you. The saving has to exist before we take part of it.
The hours map produced at survey sets the starting figure. Everything afterwards is reported against it, and the working is yours to audit.
Nothing off the shelf. Each skill is built around the way your business actually runs — your workflows, your rules, the tools you already have.
Two weeks, inside your business, ending in a document you keep.
Built for owner-run businesses in
Contact
Tell us what eats the week. We will come back with whether there is anything worth removing — and say so plainly if there is not.