The Core Squad

Engineering · Data & Cloud

Clean data. Infrastructure that stays up.

AI and reporting are only as good as the data underneath them. We build the pipelines that move data reliably between systems, the databases that hold it, and the cloud infrastructure that keeps it all running.

Built with

PostgreSQLAWSDocker

Every project includes

  • Weekly demos in staging
  • Documented rollback plan
  • Docs and handover
  • Support after launch

How we approach it

Most data problems are plumbing problems: the same customer in three systems with three spellings, a nightly export that silently failed, a report nobody trusts. We fix the plumbing first, then build on it.

On the infrastructure side we set up environments that are repeatable, monitored and documented, so a new release or a traffic spike is routine rather than an emergency.

What we build

Data & Cloud, end to end.

01

Data pipelines

Scheduled and real-time pipelines between your apps, databases and tools, with checks that flag bad data.

02

Databases and warehouses

PostgreSQL, MySQL and warehouse setups designed for the queries you actually run.

03

Reporting foundations

Clean, joined data that dashboards and finance can rely on, with definitions written down.

04

AI-ready data

Documents and records prepared for search and AI: cleaned, chunked, tagged and permissioned.

05

Cloud setup and migration

AWS and Linux environments set up or moved with staging, backups and a rollback plan.

06

Containers and deployment

Docker-based deployments and release pipelines that make shipping a non-event.

How it runs

From first call to production.

  1. 1

    Discovery call

    The problem, the people affected and what success looks like, in your words.

  2. 2

    Written plan

    Scope, success metrics and what you will see each week, agreed before any code.

  3. 3

    Weekly builds

    Working software in staging every week, not a reveal at the end.

  4. 4

    Staged launch

    Released in steps, with monitoring and a documented way back.

  5. 5

    Handover or support

    Docs, access and training, or we stay on to run and improve it.

FAQ

Questions Answered.

Ask us anything

Not always. Many businesses get further with a clean, well-designed database and a few reliable pipelines. We recommend a warehouse only when the questions you need to answer require one.

We plan migrations in staging first, validate the data, and cut over in a low-traffic window with a rollback ready. Most moves happen without users noticing.

Mostly AWS and Linux servers we manage, but we work with what you have. The design matters more than the provider.

Your team, with full documentation, or us under a hosting and support arrangement. Either way nothing is a black box.