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We map goals, users, hardware, and constraints : then define an architecture every discipline can execute against.
Mazix Studios · Lahore
Systems for thephysical world.
AI Systems Engineer
Mazix Studios designs and runs the full system: spatial products, the models that guide them, and the cloud they depend on.
Running in the market
Production platforms Mazix designs for and deploys against. Quest, Gemini, Whisper, AWS, and Google Cloud are part of the operating stack.
- Meta Quest 3
- PICO 4
- SteamVR
- OpenXR
- RealWear
- NVIDIA CloudXR
- Gemini
- Gemini Live
- Whisper
- AWS
- Google Cloud
- Elastic Beanstalk
§01The company
Seven practices. One operating company.
View all practicesMazix is hired to own a system, not to decorate a slide. Each practice below is a line of delivery, staffed and run as part of the same company.
01
XR & spatial computing
Headset, glasses, and camera systems that understand a real room and guide the person in it.
02
Full-stack AI systems
One system from the camera and the model through to the API, the web review screen, and the cloud.
03
LLMs
A live language model in the loop of a real task, not a chat window off to the side.
04
VLMs
A vision-language model that looks at a frame from the work and says what step it is.
05
Computer vision
Peripheral cameras on the bench, connected over the local network, feeding the session.
06
Generative AI
Speech in, a generated next step, speech back out, while the person stays on the task.
07
AWS & Google Cloud
The same product on real cloud: video, accounts, and model calls, not a laptop demo.
§02Where it lands
The same stack, different rooms.
Spatial computing and XR sit beside the industries that need them: clinics, plants, classrooms, yards, and teams that cannot afford a wrong step.
- 01
XR & spatial computing
Headsets, glasses, tracking, and cameras pointed at real work.
- 02
Healthcare & training
Procedure practice and training video a clinician can repeat safely.
- 03
Manufacturing & field ops
Build, maintenance, and QA with a record of the step that happened.
- 04
Automotive
Hands-on vehicle work in VR, from surface finish to assembly checks.
- 05
Research & simulation
Controlled environments when a study needs the same task every time.
- 06
Education
Learning by doing: a skill, a walkthrough, a score against the standard.
- 07
Energy & utilities
Field procedures where the next step has to be right the first time.
- 08
Logistics
Guidance and checks for people moving work across a floor or a site.
- 09
Labs & quality
Bench cameras, review desks, and a trail of what the model called.
- 10
Media & interactive
Spaces people enter: calm rooms, play, and pieces with a clear mood.
- 11
Startups
Device, model, and cloud in one first release, without four vendors.
- 12
Enterprise operations
Auth, audit, and a cloud that sits beside the tools you already run.
§04How it works
Align. Ship. Compound.
Build
Parallel workstreams across XR, AI, and cloud with shared milestones, reviews, and demos you can show stakeholders.
Launch & scale
Hardening, deployment, documentation, and iteration : so the system keeps improving after the first release.
§07Technology
One operating stack, chosen for production.
We choose tools for reliability and fit, then integrate them into one coherent architecture your team can own.
Spatial & XR
- Unity 2022/2023 · URP
- OpenXR · Meta XR SDK
- Quest · PICO · SteamVR
- Vuforia · RealWear
- XR Interaction Toolkit
AI & Vision
- Computer vision pipelines
- Gemini · LLMs · VLMs
- Speech STT / TTS
- Whisper · Vosk
- AI copilots
Cloud & Backend
- AWS EC2 · Lambda · EB
- S3 · RDS · Aurora
- Route 53 · ACM · IAM
- Node · Python · PHP
- REST · JWT · Webhooks
Web & Product
- Next.js · React
- Firebase · PlayFab
- MySQL · Admin UIs
- Multiplayer · Photon
- CI/CD · Monitoring
§09Partner with us
Let's build something worth shipping.
Tell us about your product, timeline, and stack. We'll respond with a clear path: scope, architecture, and how Mazix owns delivery end to end.
Typical reply within 1–2 business days · NDA-friendly discovery