Services — 04

Integration & Deployment

We fit AI into your current systems, so the technology works the way you already do.

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What we deliver

/ 01

Fits your stack

We integrate with the tools you already run — cloud or on-premise — instead of asking you to replace them.

/ 02

Secure by design

Your data stays yours. Access controls, encryption and privacy are built in from day one.

/ 03

Support that stays

We monitor, maintain and improve what we ship — you’re never left holding a system nobody understands.

How it works

01

Audit the stack

We map your current systems, data and constraints before writing a line of code.

02

Integrate carefully

Staged rollout with testing at every step — your operations never skip a beat.

03

Hand over properly

Documentation, training and ongoing support — so your team owns the system with confidence.

Built & shipped

A system is only finished when it runs somewhere other than the machine it was written on. Here is one we took all the way.

One backend, three surfaces

In production

Built for an education client: a REST API, a web dashboard and a mobile app, all speaking to the same backend and the same data. Add a capability once and every surface gets it — no feature that only exists on the website.

  • FastAPI
  • React dashboard
  • Mobile app
  • Shared API contract
  • Postgres
  • Object storage

Deploys the same way everywhere

In production

The whole stack ships as containers — API, AI worker and tunnel — so a laptop, a spare office machine and a cloud host all run the identical image. No “works on my machine”, and no day-long setup for the next person who touches it.

It is published through a Cloudflare Tunnel, so it is reachable on a real domain over HTTPS without opening a single inbound port on the host. Admin jobs — seeding, content publishing, code generation — run as one-shot containers from that same image.

  • Docker Compose
  • Cloudflare Tunnel
  • No open inbound ports
  • One-shot admin containers
  • Health checks

The client platform is shown without naming the client or their product, and no real pupil data appears anywhere on this site.

Worried AI won’t fit your systems?

Tell us what you run today — we’ll show you how AI slots in without disruption.

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