How to Build an Accounts Receivable Dashboard: Metrics, Setup and Best Practices

An accounts receivable dashboard is presented as a live, interactive workspace that combines ERP invoice and payment data with collection details such as promise-to-pay dates, disputes, and follow-up notes, replacing static reports and disconnected spreadsheets. Effective dashboards support daily collection decisions through metrics including aging buckets, days sales outstanding, expected cash inflow, collection effectiveness, overdue and at-risk balances, customer concentration, bad-debt exposure, and dispute-resolution time, while emphasizing that metrics such as DSO should be evaluated alongside related measures. Recommended development steps include consolidating data from ERP, CRM, payment, and communication systems; using live data connections; adding governed writeback tables; tailoring views to executives, managers, collectors, and credit analysts; enabling filters, drill-downs, and plain-language analysis; and applying role-based security. The piece describes Sigma as a platform for building such dashboards directly on cloud warehouse data, with writeback, workflow automation, audit trails, warehouse-level governance, and AI-assisted analysis intended to help finance teams maintain accurate forecasts and collection workflows.

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