On your servers
Models served on your own hardware, next to the data they need.
Enterprise AI / Private deployment
AI that never leaves your building.
For data that can’t go to a public AI service: open-weight models running on your own servers or private cloud, sized to your volume and tested before go-live.
What we build
Where we usually start.
Private cloud
A dedicated environment in your cloud account, with nothing shared.
Sized to your volume
Hardware and model chosen for your real request volume, so it’s fast enough without paying for idle machines.
Secured and monitored
Access control, logging and monitoring, so you know who asked what and how it performed.
How we measure it
A baseline before, the same numbers after.
Before go-live we load-test the system and score the model on your own cases. After launch we keep reporting the same numbers.
- 01Accuracy on your test set
- 02Response time under load
- 03Uptime
- 04Cost per request
How it runs
Four steps, the same on every project.
- 01
Map the work
We sit with the people who do the work today and map the process as it actually runs.
- 02
Measure the baseline
Time, errors and cost for the task as it is now, written down before we build anything.
- 03
Build in small releases
Working software early, reviewed with you as it develops.
- 04
Report the same numbers
After launch we measure the same things again, so the result is a number, not an opinion.
From the blog
Guides on this.
Security and compliance · 7 Aug 2026 · 6 min read
My Supabase RLS Policy Is Not Working
A debugging order for Supabase row-level security when policies seem ignored or block everything, including the service-role trap and the tests that prove it.
Security and compliance · 6 Aug 2026 · 6 min read
Someone Found My API Key. What Do I Do Right Now?
A calm, ordered playbook for the hour after you discover an API key leaked: rotate the right things first, read the logs, and purge the key from history.
Security and compliance · 4 Aug 2026 · 8 min read
My App Works for Me but Not for Other Users
A diagnostic guide for the app that works perfectly on your account and breaks for every other user, including the security problems hiding behind the symptom.
Related
Also worth a look.
Questions
What buyers usually ask.
That depends on what you need. Models can run on your own infrastructure or a private cloud, so data never leaves your environment. Where a hosted model fits better, we tell you exactly what it sees.