Data engineering
A practical data pipeline readiness checklist
Plan a reliable data pipeline: define the decision, source contract, load strategy, quality checks, recovery process and handover criteria.
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Practical guides
Make the next data decision with a clearer plan.
Checklists, worked examples and questions to bring to your team before you build a pipeline or commission a dashboard.
Analytics & BI
Define your metrics before building a dashboard
Use a worked revenue example and a reusable metric contract to align dashboard definitions, reconciliation, freshness and ownership.
Read the guideHow to use these guides
These are planning resources, not a substitute for inspecting your own systems. Worked examples are hypothetical and do not represent client results. Adapt the acceptance criteria with the people who own your source data and business decisions.
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