AI adoption for businesses of 20–500.
We find where AI pays, build it with the best tool for the job, and keep it running.
We run this ourselves
Before we sell you anything, here is what we operate daily.
The disaster-recovery plan of record is an agent with a recovery skill, not a human runbook — a runbook is useless if the person holding it is asleep.
Best tool for the job
Ours, yours, or commercial SaaS — ChatGPT or Claude included when that is the right answer.
Our own software exists to make delivery fast, not to anchor licenses. The estate above is the ceiling, not the floor — usually you need less, and we will say so.
Assess · Build · Run
Three fixed offers, one default path.
Assess
A whole-business opportunity map: where AI raises productivity, expands capability, or gives you transparency into operations — and where it does none of those and should be refused. Ends in a written recommendation: buy vs build vs SaaS vs private.
Build
Light: hosted tools done right — policy, SSO, guardrails, real workflows, training. Standard: a deployed system on your hardware. Private stack: our estate pattern, scoped to your use case. Acceptance is mechanical, on your own questions.
Run
Updates, eval-on-change, patching, and a monthly written note on what broke and what changed. The retainer is the business — it is what keeps us on the hook, because we are.
Who you are hiring
- Twenty years in automotive operations — the buyer's world, in the buyer's language.
- Sole architect of the estate above. AI-directed development, verified against live state — and the failures are written down.
- We do not host your production. Your hardware, your data, your stack.