Intake
Audit
Hardening
Delivery
AI-to-production consulting

Your AI built the highway.
We handle the final mile.

The last stretch is where deliveries fail — at the door, under real traffic, in front of real customers. We take what your AI prototype got right and make it something you can trust with other people's data.

Cargo
AI-built prototype
Current state
Unsecured / untested
Destination
Production, hardened
Carrier
Final Mile
What's actually at risk

An AI prototype isn't a product. It's cargo that hasn't cleared the door yet.

It looks finished. It runs on your laptop. None of that tells you what happens when a real user, a real payment, or a real attacker shows up.

RISK / 01

Your users' data, exposed

Auth built by an AI in a hurry rarely checks who's allowed to see what. That gap doesn't show up in a demo — it shows up in a breach.

RISK / 02

It breaks the day it matters

Prototypes are built to look done, not to survive real traffic, edge cases, or the twentieth thing a real customer tries that you never did.

RISK / 03

No one can explain how it works

Code generated in a rush has no map. The next engineer you hire — or the next AI session — inherits a black box, not a foundation.

How cargo actually moves

Four checkpoints. No shortcuts through any of them.

This isn't a sales funnel dressed up as a process. It's the literal sequence your code goes through before we'll put our name behind it.

Checkpoint 1 Intake

Audit Lite — the manifest check

We read the cargo before we touch it. An async, uncapped review of what your AI actually built: what's real, what's placeholder, and what's quietly dangerous.

Delivered as a plain-language report — no jargon, no upsell theater
Checkpoint 2 Full Audit

The seal is inspected

A hard-capped, deep pass — one per client per month, because this work doesn't get rushed. We trace auth, data handling, and failure paths end to end.

Capped intentionally — depth over throughput
Checkpoint 3 Hardening

What breaks gets rebuilt properly

Real engineers rebuild the parts that can't survive contact with real users — access control, error handling, the boring plumbing that prevents 2am incidents.

You get commits you can read, not a black box that got "fixed"
Checkpoint 4 Delivery

Signed, dated, handed over

You get software you can actually own — documented, tested, and explained in terms you understand. Not just "it works," but why, and what to watch.

Includes a plain handover doc: what changed and why
Proof of delivery

What you're actually handed at the end

Delivery Receipt
CLEARED
Auth & access controlVerified
Data handlingReviewed & hardened
Failure pathsTested
DocumentationIncluded
Handover callScheduled
Signed off by an engineer, not a script. FM
Why this and not another dev shop

Everything here exists because of what's at stake for you.

Security first, not security eventually

We treat your users' data as the actual product. Access control and data handling are reviewed before anything ships, not bolted on after a scare.

Stability you can build a company on

We're not chasing feature velocity. We're building the boring, load-bearing parts — the ones that let you sleep and let your business grow on top.

Explained, not obscured

You'll understand what changed and why. No jargon walls, no "just trust the system." It's your company — you should be able to follow the work.

Capped on purpose

Full Audits are limited per month by design. We'd rather do fewer of these exceptionally well than scale into being another rushed vendor.

Start with Audit Lite — free, async, no pitch

Send us what your AI built. We'll tell you exactly what's real.

No obligation, no sales call required to get the report. Just an honest read on what you're standing on.

Send Your Prototype →