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...
Identifying the Drivers of Employee Attrition
For its key operations, the company relies on workers who require extensive training which takes the course...
Reducing Manufacturing Scrap Through Root Cause Analysis
A discrete manufacturer produces a technology product which has narrow measurement tolerances...
Predicting and Understanding Adverse Rail Network Events
Railroads can be severely impacted by interruptions to the flow of trains on thier network...
Machine Vision for Detecting Equipment Problems
This company operates equipment in motion at high speed. Certain components develop defects or damage that could cause...
Predictive Maintenance for Trucks
A mining company relies on high-payload-capacity trucks to haul extracted material for extraction of ore and...
Machine Learning for Data Quality
The client augments their own sales data with multiple third party sources to get a comprehensive view...
Making a Railroad’s Employees Safer – An Open Source Case
After seeing the success of our project at another railroad, this company asked us to do...
Alerting to Potential Lost Sales
A business-to-business company with many high volume, high-quantity orders from customers..
Teaching Analytics for Predictive Maintenance
The company needed to predict when, over the next three months, certain components would trigger...