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Finance

The data model provides a lightweight, real-time financial reporting layer optimized for direct connections to Acumatica. It is built around a centralized general ledger history fact table that exposes pre-aggregated period balances while avoiding heavy transformations or large transactional joins. By combining core accounting dimensions—such as account, branch, ledger, sub-account, and financial period—with standardized financial measures (beginning balance, turnover, debit, credit, and ending balance), the model enables responsive, real-time financial analysis while minimizing performance impact on the source ERP system.

Benefits of this data model

  • Real-Time Financial Visibility: Designed for live connections to Acumatica, the model delivers up-to-date financial balances without relying on scheduled ETL processes or data replication.
  • Lightweight and Performant: Leverages summarized, period-level general ledger data instead of transaction-heavy fact tables, ensuring fast query performance and responsive dashboards.
  • Improved Financial Reporting: Supports accurate reporting of home currency and transaction currency balances, enabling clearer financial analysis and more informed decision-making.
  • Consistent Period Balances: Explicit beginning and ending balances provide reliable trial balances, roll-forwards, and period-to-period reconciliation.
  • Multi-Dimensional Analysis: Enables flexible financial analysis by account, branch, ledger, sub-account, and fiscal period, supporting both detailed and consolidated reporting needs.
  • Low Maintenance Architecture: Eliminates complex data pipelines and warehouse dependencies, making it ideal for customers who require immediate insights with minimal implementation and maintenance effort.

Available visualizations

ViewDescription
Trial BalanceProvides a snapshot of all ledger account balances at a given date.