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Guides

Practical, in-depth guides for data teams who build pipelines the business can trust.

  • Magnifying glass next to wooden blocks with business process symbols on them
    Knowledge Base

    Data discovery tools for analytics engineers building data pipelines

    Explore how analytics engineers find and evaluate source tables, profile records, trace lineage, and connect technical findings to business requirements before building a data pipeline.

    Priyaanka Arora·Oct 21, 2026·18 min read
  • A warehouse worker at a packing station checks orders on a tablet.
    Knowledge Base

    How to gather data requirements that survive the build

    Building an accurate data pipeline starts with understanding the business requirements. Learn how to gather evidence, resolve missing business rules, and turn stakeholder decisions into a build-ready spec.

    Priyaanka Arora·Oct 20, 2026·10 min read
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