Technology partner · Hong Kong

From the rack to the model.

We build the AI systems and the hardware they run on.

Three ways in: a costed audit before you commit, a pilot measured against a number you set, or a full build with the physical layer underneath it.

Full stackL4AI Interface3 svcL3Automation2 svcL2Platform2 svcL1Hardware2 svc

L1 / Hardware

Edge devices, servers, network and power — specified, installed, commissioned.

What we actually do

Seven services, one team, and no handoff between the software and the box it runs on.

How an engagement runs

Five steps. You can stop after any of them and still own what we built.

  1. 01

    Discover

    We read the system and talk to the people working around its gaps.

    Findings and a costed set of options

  2. 02

    Prototype

    The riskiest assumption gets built first, small, and measured against a real number.

    A working prototype and its score

  3. 03

    Build

    Production code in slices, with the tests and the pipeline in place from the first one.

    Released software and its runbook

  4. 04

    Implement

    Hardware racked, systems cut over, staff trained on the thing they will actually use.

    Commissioned system and handover pack

  5. 05

    Operate

    Monitoring, tuning and a support line — or a clean handover to your own team.

    Support agreement or handover sign-off

Selected work

We publish a case study when the client agrees to the number in it.

Which means this section is empty rather than decorated. If you want references before you commit, ask on the call and we will arrange them directly.

  • WORK-01

    Automation

    The process before, the process after, and the measured difference between them — published when the client agrees to the number.

  • WORK-02

    Hardware + AI

    What was specified, what it runs on, and what it replaced. Photographs of the real installation, where we have written permission.

  • WORK-03

    Software build

    The constraint that shaped the build, and a before-and-after figure the client will stand behind in public.

What we work with

Written out, not shown as logos we have no permission to display.

STK-01

Languages and runtimes

  • TypeScript
  • Python
  • Go
  • Rust
  • Node.js
  • PostgreSQL
  • Redis

STK-02

Cloud and infrastructure

  • AWS
  • Google Cloud
  • Azure
  • Cloudflare
  • Kubernetes
  • Terraform
  • On-premises

STK-03

Model providers

  • Anthropic
  • OpenAI
  • Google
  • Mistral
  • Open-weight models, self-hosted
  • On-device inference

STK-04

Hardware categories

  • Edge inference devices
  • GPU servers
  • Industrial gateways
  • Network and PoE
  • UPS and power distribution
  • Sensor and camera arrays

Choice of stack follows the problem. We will tell you when the boring option is the right one.

Start here

Tell us the process that costs you the most.

A discovery call is 45 minutes and produces a written summary of what we heard and what we would do about it — whether or not you go further with us.

Or write directly: sales@genzoto.com

What happens today, who does it, and roughly how often.

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