Tag Archives: event sourcing

Why Transactions Are Events, Not Slowly Changing Dimensions

This article argues that modelling transactions as slowly changing dimensions is a fundamental category error in financial data platforms. Transactions are immutable events that occur once and do not change; what evolves is the organisation’s interpretation of them through enrichment, classification, and belief updates. Applying SCD2 logic to transactions conflates fact with interpretation, corrupts history, and undermines regulatory defensibility. By separating immutable event records from mutable interpretations, platforms become clearer, auditable, and capable of reconstructing past decisions without rewriting reality.

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