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ANALYTICS-ENGINEERING5 MIN READ

Choose Incremental Only When the Change Window Is Bounded

Decide when an incremental model is safer than a full refresh.

Yesterday's CAC model is late, expensive, and wrong for one recent source slice. You need a fix before the 12:00 review, but you cannot afford a silent correctness bug in finance-facing reporting.

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