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Validate Multi-Source Financial Data

Medium
MediumPipelinesDependenciesData ModelingQuality

Problem

Scenario

You are working on a finance reporting pipeline for a manufacturing business. The analysis pulls from ERP extracts, planning files, and manual stakeholder submissions, and the numbers do not always match across sources. Finance spends time reconciling versions, tracing overrides, and explaining why one report differs from another.

Question

How do you ensure your financial analysis is accurate when data comes from multiple stakeholders or systems?

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