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Data and analytics

Pipelines, warehousing and reporting tied to the questions the business actually asks. We start from the decision someone needs to make, then work back to the data.

Discuss this work

When to bring us in

If more than one of these is true, the engagement usually pays for itself in the first quarter.

  1. 01

    Two departments report the same number differently and both are defensible.

  2. 02

    A monthly report takes three days of manual assembly.

  3. 03

    Dashboards exist and nobody opens them.

  4. 04

    A decision is being made on data that was last validated a year ago.

What the engagement includes

  • Question mapping

    The decisions the business needs to make, and the metrics that would actually inform them.

  • Source audit

    Where the data lives, how reliable it is and what it is missing.

  • Pipelines

    Ingestion and transformation, orchestrated and monitored rather than scheduled and hoped for.

  • Warehouse model

    Definitions agreed and documented, so one metric means one thing.

  • Reporting

    Dashboards built for the person who has to act, not for the person who requested them.

  • Quality checks

    Tests on the data itself, with alerts when a source drifts.

Related practices

Speak to an engineer, not a salesperson.

Book a 45 minute technical assessment in your timezone, or send the details and we reply within one business day.