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Data engineering

Reliable data, so decisions rest on numbers that hold up.

We build the pipelines that collect, transform and deliver your data: ingestion from your tools, warehouse or lakehouse, quality checks, dashboards. A clean, versioned and monitored foundation, the prerequisite for any useful AI.

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Service — Data

What we build

  • Batch and real-time ingestion

    APIs, databases, files, sensors: your sources automatically feed a single source of truth.

  • Warehouse and lakehouse

    Modelling and sizing for today’s volumes and tomorrow’s.

  • Versioned transformations

    Business rules documented, tested and reviewed like code.

  • Orchestration and monitoring

    Scheduling, retries and alerts before an anomaly reaches your dashboards.

  • Data quality

    Automated completeness, consistency and freshness checks.

  • Reporting and steering

    Dashboards, data APIs and exports for business teams.

Our approach

Reliable data, so decisions rest on numbers that hold up.

  • Start from decisions

    We first pin down the metrics that matter, then trace them back to the sources.

  • Modernise without disruption

    Gradual migration from the existing setup, run in parallel until cut-over.

  • Hand over

    Documentation, data catalogue and training so your teams stay in control.

Technologies

Chosen for your context, never imposed.

  • Python
  • SQL
  • dbt
  • Airflow
  • Kafka
  • Spark
  • PostgreSQL
  • ClickHouse
  • BigQuery
  • Snowflake
  • Metabase
  • Power BI

Method

How we work

  1. 01

    Scope

    Workshops with your business teams, review of what already exists, scope trade-offs. You leave with a costed plan and clear priorities.

  2. 02

    Sketch

    User journeys, mockups, clickable prototype. Your users test before a single line of code is written.

  3. 03

    Build

    Short sprints, a demo at every iteration, automated tests and continuous deployment. The budget stays visible at all times.

  4. 04

    Run

    Go-live, monitoring, maintenance and new features. We stay by your side, or hand over cleanly to your team.

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The other stones of the arch

A project in this area?

Tell us about your project, even if it’s still a sketch. We’ll come back with precise questions and a first direction.

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