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Data pipelines
3 posts on data pipelines.
Analysis
Why Zapier can't reconcile your invoices
Zapier reacts to one event at a time. Reconciliation compares two whole sets and remembers what is unmatched. Here is where the model breaks, in Zapier's own documented limits.
GuideHow to reconcile Shopify payouts to your sales
Your payout is never your sales number, and it is not supposed to be. Here is the bridge from gross sales to the amount that lands in your bank, and how to close it every week.
AnalysisWhy does month-end close take so long?
The median finance team closes the books in 6.4 days; many small businesses take 12–20. Here's why month-end close drags, and the reconciliation bottleneck to attack first.