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Initial set of segments in Replenishment Planning for correct Policy calculation

Summary:

Client using Item -Subinv usage history to calculate Policy in Replenishment Planning.

Usage of many items -subinv is like once or twice in a month.

With the seeded forecasting profile and with above consumption usage history pattern , policy for 40% items not coming correct.

Even with custom forecasting profile ( Data Smoothing and Cleansing FillMissingMethod Specifies how to fill any null historical values. Parameter values set as 1 ), policy for 50% items not coming correct.

As the usage pattern for 50% item-subinv is sporadic instead of regular , how to get the correct policy number calculated and decide the number of segments ?

Content (please ensure you mask any confidential information):

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