How it works
Measure first. Build inside your systems. Prove it in writing.
Most AI projects die between the demo and the daily routine. The method exists to close that gap — and every phase produces something you can hold in your hand.
Phase 01 · Measure · 1–2 weeks
Write the number down first.
We record how the workflow performs today: cycle time, cost per task, error rate. Written down and signed off before anything is built — because you cannot prove an improvement you never measured.
- One workflow, one metric — not a dashboard of twelve
- Measured the way it actually runs, not the process diagram
- Signed by both of us, dated
Phase 02 · Build and adopt · 6–12 weeks
Inside the systems you already use.
Not beside them. Adoption dies at the seam between tools, so we build where the work already happens — AI automation and integrations inside the CRM, inbox and back-office systems you have, not a new tool beside them — get it live, and train the people doing it.
- Built in your own accounts — full handover, no lock-in
- Milestones tied to delivered work
- We track who is actually using it, not who attended training
Phase 03 · Prove · Day 90
Same metric. Same method. In writing.
We measure again exactly the way we measured at the start and hand you the delta — flattering or not. That document is what makes the result checkable rather than a matter of opinion.
- The same number, measured the same way
- Handed over in writing
- Published, anonymised if you prefer, as a founding client
Three causes, three fixes
It’s almost never the model’s fault.
Cause 01
It was bolted alongside the workflow, never built into it.
Fix
We build inside the systems the work already happens in, not beside them.
Cause 02
Nobody recorded the starting number, so “did it work?” became an opinion.
Fix
We measure and sign off the baseline before a line of it is built.
Cause 03
Nobody owned adoption, so the team quietly reverted to the old way.
Fix
We train the people doing the work and track who is actually using it.
Four hard guarantees
We take the risk out of the part where most AI projects die.
01 · Price
Fixed, in writing
Agreed before work starts. No hourly billing, no scope creep.
02 · Payment
Milestones
Payment tied to delivered work, not to time spent.
03 · Ownership
No lock-in
Everything built in your own accounts, with full handover.
04 · People
Senior practitioners
The founder on every engagement, backed by a pool of more than ten senior developers and architects.
Honestly
Who this is not for.
- Under ten staff, or under a $2,500 budget
- A proof of concept to show a board
- No senior sponsor for the change
- Anyone needing people on-site — delivery is remote, with agreed overlap hours
One workflow. One number. 90 days.
Thirty minutes, no deck. We look at the workflows you already run and tell you which one is worth measuring first.
Book a 30-minute callNo sales deck. No follow-up sequence.