Audit Log User

userId on an AuditLog is the primary accountability field — it records exactly who made each change to piper data. When a regulator or auditor asks who modified an analytical result or deleted a field measurement, userId provides the answer. Compliance managers can filter AuditLog entries by userId to review all changes made by a specific user, which is particularly useful when investigating data quality issues or responding to agency inquiries.