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Category Definition

We built the Competitive Interaction Analysis (CIA)® platform to work with any combination of geographies, time periods, and products. However, this flexibility has often haunted us when we freely offer to utilize any combination of products for a client-driven...

The Flaw of Averages

Sam Savage coined the phrase “the flaw of averages.”  I date myself too often in this blog, but I was lucky to discover Sam in 1992 when I was fortunate to attend one of his “Quantitative Management Tools for...

Agility at Scale

We recently found another wonderful article that the McKinsey team, specializing in FMCG, put together. “Agility@Scale: Solving the growth challenge in consumer packaged goods” defines how to overcome the uphill battle many FMCG categories and their...

Attribute-Based Forecasting

During the last decade, a significant amount of attention has been paid to “Attribute-Based Forecasting” in the demand planning community. The idea originated because new product launches with limited history still require forecasts in various demand...