There is value in reducing forecast error for sure - the evidence comes from the fact that year-after-year companies continue to hire more demand planners and invest millions of dollars in putting together processes and software packages. Now to dissect this, let us look at the Service-Cost Balance model that we preach in our workshops. Now if we want to quantify the benefits from forecast accuracy, it is difficult to quantify the first item. What is our lost sales? What …
Category: Demand Planning
In Demand Management, Demand Planning, Forecast Modeling, intermittent demand, KPI, SAP SolutionsTags Big Data, Demand Management, IBP, Integrated Business Planning, Outsoursing Demand Planning, S&OP, SAP usability64 Views services
As we are about to ring in the New Year, here is a moment to contemplate on what we have seen in 2012 and what looks like in 2013. It …
In Demand PlanningTags data analysis, Demand Forecasting, demand modeling, demand planning, demand planning training, inventory setting, nulls in forecasting, safety stock, zeroes and nulls51 Views services
Generally Nulls can never be treated as zeroes. They are different things. Nulls mean nothing, the absence of anything. Nulls mean no data or no observation. If you average a …
In Demand Planning, Inventory management, KPI, ManufacturingTags KPI, Manufacturing KPI, performance metrics, S&OP, supply chain forecast61 Views services
Is there a single KPI for the entire organization? Possibly, two metrics qualify as good KPIs. 1. Net Profit = Total Income minus all Expenses. This is a Dollar number …
Apple prognosis …
In Demand Planning, Forecast Modeling, SAP APO, SAP SolutionsTags APO alerts, APO DP, forecast error, Forecasting, modeling in APO DP, Univariate Forecast Alerts, usability48 Views services
We just re-launched the marketing campaign for our Usability Consulting - Model tuning and model matching to product profiles are important elements of the Usability training. Once implemented the Usability …