Case Studies

Case study

Multi-Source Reporting Platform

A solution unifying financial and operational data from different sources into a centralized, traceable and repeatable reporting flow.

01

Challenge

  • Data was distributed across API, SQL and Excel sources.
  • Calculation and consolidation depended on individuals.
  • Missing records and processing failures were discovered too late.
02

Architecture decision

  • Independent connector for each source
  • Immutable raw data area
  • Standard data model and validation
  • Centralized rules and calculation core
  • Traceable reporting and export layer
03

Value created

  • Repeatable period-end process
  • Calculations traceable to their source
  • Visible alerts for missing and invalid data
  • A foundation ready for new sources and AI interpretation
People, organizations and commercial data have been anonymized to protect client confidentiality.

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