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Three practices. One way of working.

We're organised around three kinds of work. They share the same principles: scope a real outcome, build it on tools that last, document it to the point of dullness, and hand it back so it's yours. Here's what each one actually involves.

PRACTICE 01

DevOps & Infrastructure

The servers, containers, and plumbing your business runs on, set up so they're reliable, observable, and not dependent on one person remembering how it all works. We design for the day after we leave, not the day we deploy. This is usually one-time project work: we build it, hand it over, and you own it.

web database services storage network
your stack, racked and running

What's involved

  • Audit of what you run today and where it hurts
  • Containerize and standardize your services
  • Set up monitoring & alerts so problems surface early
  • Single sign-on and access control
  • Backups, recovery drills, and a rollback plan

What you get

  • A running platform on your own infrastructure
  • A runbook anyone on your team can follow
  • An architecture diagram and the reasoning behind it
  • Dashboards that show health at a glance
  • No lock-in. It's yours to run or hand to anyone.

Built with

containersvirtualizationself-hosted cloudmonitoringSSOweb server
PRACTICE 02

Business Automation

The repetitive jobs your team does by hand every day, copying between apps, sending the same replies, updating spreadsheets, wired together so they just happen. Built on the parts of your stack you already pay for. Usually project work, though some automations we can host and maintain for you if you'd rather not run them yourself.

Order arriveswhatsapp
Customer foundauto
Order loggedauto
Reply sentauto
each step used to be somebody's morning

What's involved

  • Map the manual steps people repeat daily
  • Connect the apps that should talk to each other
  • Build the pipeline that runs them in order
  • Add checks so nothing slips through silently
  • An internal portal where it makes sense

What you get

  • Hours of daily busywork, gone
  • Fewer copy-paste mistakes
  • A clear view of what ran and when
  • Documentation for every flow
  • Optional: we host & maintain it for you

Built with

automation engineAPIERP integrationdatabaseenterprise systemsteam chat
PRACTICE 03

Applied AI Engineering

AI that actually helps, grounded in your real information, careful about what it does on its own, and always ready to hand off to a person when it shouldn't be the one deciding. This is often a subscription service: we host, maintain, and keep the AI running for you, because a live AI system needs ongoing care, not a one-time handover.

Listen
Look up
Decide
Act
Ask a human
always careful underneath
permissionsa record of everything
careful steps in a loop, and it knows when to ask

What's involved

  • Ground the AI in your data, not the open internet
  • Define what it can and can't do on its own
  • Build the handoff to a human for the hard calls
  • Set up quality checks & audit trails
  • Monitor it in production, continuously

What you get

  • An AI assistant that does real work, safely
  • A full record of every action it takes
  • Hosting, updates, and monitoring handled
  • A human always in the loop for big decisions
  • Monthly or annual plan. Cancel anytime.

Built with

agent frameworkvector searchLLMragevalschat platform

Not sure which one you need?

Most teams aren't, at first. That's what the first conversation is for. Tell us what's quietly broken and we'll point you to the right starting place, even if it isn't us.