Study 01My Everything Store
Invoices that no longer wait on a person
Invoice handling is exactly the kind of job that quietly ties a business to whoever has always done it. We took it off the desk entirely and left a record a buyer can audit.
What depended on a person
Roughly 15 hours a month of manual entry and checking, held by the one person who knew the quirks.
What we deleted
The re-keying and the second-person double-check: steps that existed only to catch human error.
What we built
A pipeline where two frontier models read each invoice and cross-check one another. A person reviews only the flagged exceptions.
The numbers
The system currently handles roughly 350 invoices a month. Anything it can’t read with confidence is routed to a person. Nothing gets guessed.
What a buyer seesA routine money job that runs on written rules instead of one person’s memory, with every exception logged. That is one less thing an offer gets discounted for.
Study 02My Everything Store
Orders that watch themselves
Someone had to sit and watch in case something went wrong. That is the purest form of owner-dependence: a job that exists only because a person is present.
What depended on a person
About 20 hours a week of manually checking order and delivery statuses, waiting for the exception.
What we deleted
The continuous manual checking. The work was catching the exception, not the sitting and watching.
What we built
A monitor that tracks every order and delivery end to end, stays quiet on the normal cases, and alerts the moment something needs a person.
The numbers
~20 hours per week of manual status-checking removed, sourced from our own operation.
What a buyer seesDeliveries keep working on a week when nobody is watching. A buyer can test that claim, which is the only kind of claim worth making.
Study 03Our investigations firm
Admin that runs from intake form to final invoice
Admin is where owner-dependence hides. It looks like one person’s job, but the whole business stops when that person is away. We built the chain end to end so it does not stop.
What depended on a person
A 40-hour-a-week admin role. Everything from the intake form through to the final invoice ran through one person’s day.
What we deleted
The manual handoffs between stages. Most of the job was moving a file to the next step, not deciding anything.
What we built
One chain that carries a job from the intake form to the final invoice on its own, and stops for a person only where real judgment is needed.
The numbers
The role went from 40 hours a week to part-time, and the firm has run that way for over ten years.
What a buyer seesAdmin is a documented system here, not a person. A buyer inherits it running, and does not inherit the risk of the one employee who knew how it all worked.