From Forecasting to Integrated Demand Planning Robert Bruce Published on Jul 1, 2003 Years ago back in my early Wal-Mart days, collaborative planning, forecasting and replenishment was the next step to taking inventory and cost out of the network while increasing product availability at shelf, in-stock and sales.

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