Practices
What the company is accountable for.
These are operating lines, not a menu of freelance tasks. A client can hire one line or the full system. The same people stay on the work.
01
XR & spatial computing
Spatial products fail when tracking, interaction, and the backend are built by different teams. Mazix owns that whole path: the device, the scene, and the data that leaves it.
02
Full-stack AI systems
A copilot that only lives in a notebook is not a system. Mazix connects the device, the model, the human check, and the place the record is stored.
03
LLMs
The model is asked about the step in front of the person. It answers in short operational language, and a human can still override it.
04
VLMs
The picture and the question go together: what is happening on the bench, and does it match the procedure.
05
Computer vision
The headset does not see everything. A second camera on the bench does. The job is keeping that feed attached, stable, and useful.
06
Generative AI
Generative here means the guidance is produced for this moment, from the step and the scene, then spoken. It is not a generic chatbot.
07
AWS & Google Cloud
AWS holds the product. Google is where the model calls go. Both are part of the build, with DNS, certificates, and a database included.
Tell us what you need built.
A short note on the device, the user, and the deadline is enough to start.