Library / Management Accounting Principles Framework
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MA.8:6 - Bias-Annotation

Successful early cohorts can bias an expansion forecast. Acquisition channel, customer mix and capacity may change as the service grows.

A short account can understate later value or cost. Extending the horizon without supported continuation assumptions can instead overstate what is known. Name the actual horizon and decision use.