Metric Reconciliation

Quick Start

Systematically compare metrics across different data sources, identify discrepancies, investigate root causes, and produce reconciliation reports with actionable fixes.

Context Requirements

Before reconciling metrics, I need:

1. Data Sources: The 2+ systems/datasets to compare
2. Metric Definitions: How each source calculates the metric
3. Expected Variance: What difference is acceptable vs. concerning
4. Time Period: What date range to reconcile
5. Join Keys: How to match records across sources

Context Gathering