Accuracy, Integrity, and Consistency

    Principles and practices to keep reported data aligned with reality.

    Updated 8/14/2025 · 1 min read
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    Controls

    Build controls that compare reported data to system-of-record values, monitor exceptions, and feed continuous improvement. Accuracy is both a legal obligation and an operational advantage.

    Data lineage

    Document sources and transformations for balances, dates, and statuses so investigations are fast and reproducible.

    Change management

    Treat edits to mappings and validation rules as code changes: branch, review, test, deploy, and monitor.

    Last updated
    8/14/2025
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