One source of truth — at the size and shape of your data

Why a warehouse matters

Scattered data across CRMs, ERPs, files, and third-party APIs leads to conflicting numbers and slow decisions. We build the trusted foundation every team can rely on — and the boring infrastructure around it so the foundation does not rot.

A clean structure

flowchart LR
    A[Source systems] --> B[Raw layer]
    B --> C[Staging — cleaned & validated]
    C --> D[Curated — business-ready models]
    D --> E[Dashboards & ML]

What we cover

• Design — dimensional modelling, schema governance, query patterns aligned to how the business actually asks questions
• Migration — lift-and-shift or greenfield build on Snowflake or BigQuery
• Cost optimisation — the unglamorous work that keeps the monthly bill predictable
• Data quality — automated tests, alerting, and SLAs that someone is actually paged on