Knowledge base

Questions

Which reporting tools does Waybrim take over from?

Waybrim covers the reporting and self-serve analysis your teams do every week, and it stands in for the older dashboard suites most companies are still paying for. It is built so that every number lives in one shared definition, which means finance, revenue, support and operations all read the same figure rather than three near-identical versions of it. Heavier statistical work still belongs in a notebook, and we would rather you kept one alongside Waybrim than tried to force it in here.

How much data plumbing do I need before starting?

Waybrim reads your warehouse directly and writes plain SQL underneath, so anything already landed in a table is fair game from the first afternoon. It deliberately stays a thin layer above storage rather than a second copy of it, and it nudges the heavier modelling back down into whichever transformation and scheduling layer your team already runs.