Machine Learning Supporting Demand Planners
A leading consumer packed goods company relied on statistical models to forecast demand of their product. While baseline statistical forecasts were generally...
Augmenting Statistical Forecasting with Machine Learning
This company has a very capable data science team which looks for ways to bring machine learning into business processes...
Uncovering Product Quality Issues using Machine Data
A food company experienced manufacturing issues with one particular product, where the product was...
Machine Learning for Data Quality
The client augments their own sales data with multiple third party sources to get a comprehensive view...
Automatic Order Writing
A consumer goods company redesigned a portion of their supply network. For certain sales outlets, a distinct distribution...
Promotional Risk Feedback for Sales Account Managers
The client relies heavily on promotions for many of their products, and future planned...
Developing a “Big Data” Analytics Strategy
A consumer goods company wanted to determine the opportunities and challenges...
Improving Case Fill Rates
A consumer goods company struggled, in some of their categories, to maintain desired case fill rates to customers....
Forecasting and Planning for an Online Retailer
A popular online retailer needed to understand and project demand for nearly 30 million SKUs over multiple websites. We implemented a...
Strategy for Applying Analytics to a Demand Signal Repository
A consumer packaged goods company had invested heavily in building a so-called demand signal...
Using Social Media for Business Decisions
This case is an amalgamation of several projects we have undertaking to incorporate social media...
Incorporating New Media into Marketing Mix Models
A company which for years had relied on marketing mix models to attribute sales volume to marketing..