AI built around how your business runs.

I’m James. I find the repetitive work costing your business time, then build AI to handle it without replacing the software you already use. A month later, I come back and check it is still working.

Talk to me

20+ years in operations, including 3 at Meta. You work directly with me.

Reply from me, not a bot. Within a business day.

Procurement approval time
10days2days

A request and approval process I rebuilt at Meta.

Read what changed →

What this has changed

Results from the work, not the demo.

Where I look first

The work your team should not still be doing by hand.

Intake and queues

The inbox or ticket queue your team has to sort before work starts.

Approvals

Requests waiting while the same checks happen by hand.

Recurring reports

The numbers somebody still assembles every Friday.

Follow-ups

Work that moves only when one person remembers to chase it.

Want to see the small version first? The email brief and Friday report are free to build from the guides.

How I work

learn

Find the hours that leak.

agree

Scope, test, and number, agreed first.

ship

Built in your accounts. You own it.

check

It stuck, or you don’t pay.

How I work, in full →

A bit about me

One person from the first look to the finished build.

I’ve spent more than twenty years in operations, helping companies grow from $100K to $250M+ and running operations through a $350M sale. The last three years were at Meta.

I find the work, write the code, ship it with your team, and come back to check it is still being used. The plan and the build never change hands.

More about me →How I work →

What’s the one thing you’d want handled by Friday?

Talk to me

Not sure where AI fits yet? Finding it is the first step, and if it doesn’t stick, you don’t pay.