Your operation is physical: field, plant, warehouse, route.
Infrastructure / Custom
Custom infrastructure and AI for your real operation.
We combine cameras, sensors, machines, and AI models in your real environment, with edge processing sized for your goal.
When does it make sense?
You need something detected, measured, or decided on site, at the edge.
You mix hardware (cameras, sensors) with AI and software at the same time.
How we size the edge.
The criterion is the same as all infrastructure, taken to the hardware: put what is right, not the biggest.
Just enough at each point
A camera that only detects whether someone passed needs five; a node orchestrating several things, a hundred. We put just what is right at each location.
Tuned models
Models distilled for a specific goal run with less. You do not need the biggest model for a small task.
No brand lock-in
An AI hardware vendor is one option, not the only one. We choose based on your case, not on a catalog.
What it includes.
Real-environment survey
We go to the site (or understand it in depth): distances, power, connectivity, and what needs to happen.
Right-sized hardware
Cameras, sensors, and edge nodes chosen for what the case needs, not for what sells most.
Models per goal
AI tuned to the specific task, running with the lowest possible load.
Integration and operation
Connected with your software, and maintained over time if you want to outsource it.
FAQ.
Do you work with only one hardware brand?
No. We choose the hardware based on the case. There are several edge equipment options, and sometimes the answer is a local model on a PC.
Is this very expensive?
It depends on the case, but the criterion is not to over-size. We measure first so you pay for what you will use, not more.
Can I start small?
Yes. It often starts with one point (a camera, a node) and grows if it works. You do not need to set up everything at once.
Does your case mix equipment, software, and AI?
In 30 minutes we bring it down to earth: what hardware, what models, and what scale your real operation needs.
or email us at hola@lirroy.com
Other infrastructure paths