Data engineering & reporting

What we do

We consolidate the systems a business runs on — ERP, CRM, order desks, finance, third-party APIs and the spreadsheets nobody admits to — into a modelled warehouse, then build the reporting that operations and leadership use daily.

Every figure traces back to a source system, and every dashboard states how fresh it is. That is the difference between reporting people trust and reporting people quietly re-do in Excel.

Why we run it rather than hand it over

Pipelines break when source systems change, and they always change. Rather than deliver a project and leave you with an undocumented DAG, we operate the platform: schema changes, monitoring, cost control, and new reporting as the questions evolve.

It is a monthly arrangement with a named engineer, cancellable, with everything defined as code in a repository you own.

What you get

• A warehouse with documented, tested models instead of undocumented SQL
• Reporting that reconciles to source, with data freshness on every view
• Alerting when a pipeline fails, before a wrong number reaches a board pack
• A quarterly review of coverage, cost and what to build next

Who it is for

Businesses whose reporting lives in exports and manual joins. Teams whose numbers disagree depending on who produced them. Companies heading into diligence, audit or a funding round who need figures that stand up to questions.