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Accelerating ERP Analytics: Unlocking Insights from SAP, Oracle, and Dynamics in Days – Not Months

Accelerating ERP Analytics

April 10, 2025

ERP systems are the lifeblood of enterprises—but they’re also one of the hardest sources to unlock. Data is deeply nested, poorly labeled, and scattered across thousands of tables. Building a clean, analytical view from ERP applications such as SAP or Oracle, etc. data can take months. Lucid Data Hub changes that.

Why ERP Analytics Is So Hard

  • Sheer Volume: ERP databases contain 20,000+ tables.
  • Inconsistent Schemas: Each deployment is customized. Column names often mean different things across regions.
  • Lack of Documentation: Tribal knowledge drives most queries.

Lucid’s Smart Approach to ERP Data

Lucid flips the script by using domain-aware AI to understand ERP systems and extract meaningful business entities.

  • Prebuilt ERP Adapters: Support for over 100 ERP systems, including SAP ECC, S/4HANA, Oracle ERP, and Microsoft Dynamics 365.
  • Enriched Entities: Automatically generated business entities like "Customer Ledger Summary", "Invoice Flow", or "Sales Pipeline" with cross-functional context.
  • Operational Flow Mapping: Lucid identifies key flows like Procure-to-Pay, Order-to-Cash, and Record-to-Report, and aligns tables accordingly.

Cross-ERP Harmonization

Have SAP in Europe and Oracle in North America? Lucid harmonizes the schemas into one canonical model, enabling global dashboards, consolidated KPIs, and unified forecasting.

Business Impact:

  • Go from ERP raw tables to Power BI dashboards in days
  • Eliminate months of manual ETL scripting
  • Enable business self-service with a curated data marketplace

Lucid makes ERP analytics not just possible, but practical.