Data & quality observation
The smallest package, and the one that pays for itself at the first incident. Your pipelines and reports keep doing what they do — but now with tests and alerts on top, so you find out before your stakeholders do.
The dashboard was wrong for three weeks and the CFO noticed before you did — nobody was watching the pipeline, because watching it is nobody's job.
The moment your data breaks, you get the alert — not your stakeholders.
What you get
The test suite
Tests on the critical path: the numbers in the board report get covered first
Checks for completeness, duplicates and impossible values — precisely where it went wrong before
The alerting
Freshness alerts: a source that stops refreshing is flagged the same day
Volume alerts: row counts that suddenly halve or double are caught before they reach a dashboard
Alerts land where you already work — mail, Slack or Teams
Handover
One overview of the health of your stack: what ran, what passed, what needs attention
A session and documentation, so adding a test doesn't mean calling me
Guards the foundation you'll put AI on later — a model is only as good as the data it reads.
Not includedFixing the quality issues the tests surface — structural fixes are Your data warehouse
Building new pipelines or reports — that's Dashboards or Your data warehouse
How it runs
Day 1–2 — Where it hurt
We walk through the incidents: which numbers were wrong, which sources fell silent, who noticed first. That history decides what gets tested first.
Week 1 — Tests and alerts
Tests on the critical numbers, freshness and volume checks on the sources, and alerts routed to where you already work.
Week 2 — Live and handover
Thresholds tuned so alerts keep meaning something, the health overview live, and you know how to add a test when a new source arrives.
Where this fits in the path
Frequently asked questions
Data & quality observation has a fixed scope and a fixed price: €3,950 excl. VAT. You know exactly where you stand before we start.
The lead time is 1–2 weeks, with a scope that is fixed up front.
You get: Automated tests on the numbers that matter most; Freshness and volume alerts on every critical source; One health overview of your data stack; Handover, so you can extend it yourself.
Out of scope: Fixing the quality issues the tests surface — structural fixes are Your data warehouse; Building new pipelines or reports — that's Dashboards or Your data warehouse. That is what keeps the price fixed and expectations clear.
Not sure which package fits?
Book a free half-hour call. Then you'll know — and you're committed to nothing.
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