AI that takes real work off your team’s plate, on hardware you or we control. We run it in our own business before we recommend it, and we ship the software to prove it.
Before any of this is offered to a client, it runs our own business.
Our Microsoft 365 administration runs through an AI-assisted layer with guardrails that refuse unsafe actions, like touching a privileged account or escalating a permission. It has refused unsafe requests during live work and was not overridden.
Every ticket into our service desk gets an AI analysis on arrival. Spam is closed automatically and duplicate alerts are merged. Autonomy is raised one step at a time, and only after each step proves itself under real load.
AI review agents on managed workstations audit configuration and report problems, including in our own scripts. The first audit found defects we had shipped. That is the point.
Our models run on our own GPU hardware. No third-party provider in the loop, no per-query cost, and your data stays in the environment unless you choose otherwise.
Public, reviewed, and in use by people who are not our clients.
A WordPress plugin on the official plugin directory that lets ChatGPT, Claude or Gemini manage a site through the Model Context Protocol, with an activity log, Safe Mode and OAuth. Three independent security audit rounds.
An iOS app on the App Store with a fine-tuned model that runs entirely on the device. No account, no network, no data leaves the phone. The model is published openly.
An npm package that gives AI coding tools persistent context about a codebase. Open source and security-audited.
Start with the work your team repeats every week. We build the AI around it.
We do not start from a model. We start from the work: what is repeated, what is slow, and what must never go wrong. Guardrails come first, then the automation is built to run inside them, and autonomy is raised one step at a time as each step proves itself. A system that knows when to stop is worth more than one that will do anything.
Describe the work your team does the same way every week. We will tell you what can be automated safely, what should stay with a person, and what it would take.