As seen in the video
The work you still do by hand.
Handed to AI, and checked before anyone relies on it.
The real face
This is me
Also the ideas are mine
I come from finance. I find the work people still do by hand, give it to AI, and check the AI’s work before anyone relies on it.
Scroll ↓
Every business thinks its problem is unique.
Underneath, most are one of six shapes.
All, simplified with AI.
Some automation examples ↓
01 / 06 · SPEAK
Speak instead of type. In any language.
Speaking is three to four times faster than typing. Notes, minutes, emails and reports, dictated in the language you think in, then translated into whichever language the other side reads.
Spoken onceRead in any language
02 / 06 · MATCH
Two records that should agree. A few that don’t.
Payouts against orders. Bank against books. Dues against what was actually paid. The real work is finding the handful of rows that disagree, so AI matches the rest and hands you only those.
1,240 orders · one marketplace payoutExample
03 / 06 · MAKE
Make the video, then check it like an editor would.
Script, AI presenter, voice and edit, plus an automatic check on every render for lip sync, blinks, loudness and framing before a person ever watches it.
One person, four looksAll AI
04 / 06 · READ
A photo of a paper in. Clean rows and a decision out.
Delivery notes, tickets, statements, forms. AI reads them into rows, checks them against what was expected, and says what to do about the gap.
Delivery note vs purchase orderExample
Cotton roll, 60″
Qty 480 m
Phone photo · 3 Oct
Cotton roll, 60″
Qty 500 m @ 480
05 / 06 · CATCH
The thing that slips, caught before it costs money.
The subscription that renews itself at a higher price. The licence nobody diarised. AI watches the inbox and the calendar, so the costly thing gets a decision and the routine thing never gets missed.
InboxExample
06 / 06 · DRAFT
Raw numbers in. The report people sign, out.
Invoices become financial statements. Bank lines become a GST or VAT reconciliation. Every figure traces back to its source, so a reviewer checks instead of retyping.
Trial balance → statement of profitExample figures
Built so far
30 tools and experiments, built or being built in 2026.
Each one started as someone’s very specific problem. Here they’re described by the problem they solve, because yours will be different in the details and the same in shape.
How I work
Watch the work. Find the shape. Build small. Check against reality.
Watch
Sit with the person who does the job and record every step, including the ones they’ve stopped noticing.
Shape
Name which of the six it is, and what must never go wrong.
Build
The smallest tool that does the job, on real files, which stay on your machine wherever possible.
Check
Re-run a month that’s already done. The numbers must tie before anyone relies on it.
Private by default
Tools that handle client files run on your own machine wherever possible.
Checked, not trusted
Every finance tool is tested against real past work before it’s used.
AI, disclosed
AI-made faces and voices are always revealed, as in the video.
Your turn
Your problem is unique. Its shape probably isn’t.
Send me the one task you’d delegate first.
See all 30 →