AI you can prove actually works
AI consulting and custom agent development, one workflow at a time, with a pass/fail test you can run yourself.
Most AI tools look great in the demo and drift once real work shows up. We agree the test before we build, write it into the contract, and hand you the engine that runs it. If it fails, you do not pay the balance.
Fixed scope, fixed price, from $5,000. Your code in your repository. No retainer.
| G1 | printed parts fit build volume | PASS |
|---|---|---|
| G2 | every mate verified | PASS |
| G3 | body / display no overlapmeasured 649.18 mm³ | FAIL |
| G4 | display / retainer no overlapmeasured 2067.83 mm³ | FAIL |
| G5 | body / retainer clearancemeasured 0.0 mm | FAIL |
| G6 | every part fastenedplug floating | FAIL |
A real review from our own work: an early HC-01 enclosure, failed on four measured rows before it was fixed. Every build includes the engine that runs a review like this.
The work isn’t hard. There’s just too much of it, and it all runs through one person.
Sound familiar?
The last one is common. By Gartner’s June 2025 forecast, half of the companies planning to cut customer service staff with AI will drop those plans by 2027. In our view the build is rarely what breaks. It’s that nobody can say, without an opinion, whether the thing is still working.
This is the architecture behind every system we ship. It exists because the expensive failures are never the ones you thought to test for.
Builds the thing
An agent writes the implementation against your spec — the workflow, the integration, the pipeline. Ordinary work, done fast.
Runs the assertions
A deterministic script, not a model opinion. Every criterion we agreed is a row that returns PASS or FAIL with a measured value. Same input, same verdict, every time.
Asks whether it would really work
The engine can only check what it was told to check. So a separate reviewer, given no knowledge of how the thing was built, looks at the result and answers one question from first principles. It catches the failures nobody wrote an assertion for.
You get the engine, not just the verdict. It runs in your CI, on your machine, after we are gone — so “it still works” is something you can check rather than something we assert.
Each has run end to end on our own work. Each has a review engine that can fail it. The last one has never approved a product, which is the point.
7 agents
Takes a parts list and functional intent, returns a fab-ready 2-layer PCB, a printable enclosure fitted to it, and ESP-IDF firmware wired to the board's own pinout.
Every purchased electronic part must be modeled from real geometry: a vendor STEP or a model built from measurements. A placeholder box fails the review unless it carries a written waiver.
3 agents
One 360° master in; a widescreen cut, a vertical cut, the 360 file, stills, a 360 player and setup instructions out, unattended: it claims a job from a queue, plans the camera moves, renders, checks its own output, then publishes a hosted tour.
The check measures whether the vertical cut was framed independently — a center-crop of the widescreen fails, even though it looks fine.
5 agents
Researches a market, prices a product against its real page-one competition, and recomputes the margin from cost inputs rather than trusting the claim.
Nine deterministic gates. Across seven cycles, 48 candidates: none reached GO, 46 were killed with the measured reason, 2 are parked.
No discovery retainer, no hourly billing, no scope that grows after the invoice. You see the price here so you can decide whether to talk to us at all.
One process that eats hours every week, automated end to end, with the test that proves it works.
$5,000
2–3 weeks
Several connected processes running on the systems you already use, with logging and alerts when something goes wrong.
from $10,000
4–8 weeks
Half up front, half on delivery. If the gate we agreed does not pass, the second half is not owed and you keep the work so far. We would rather carry that risk than argue about whether something is finished.
Start a project
We'll get back within one business day on whether it's a fit, what the pass/fail criteria would look like, and which tier it lands in. Or book a 15-min call.
