ML Development Archives

Managing Business Travel Risk with Machine Learning

Mosaic is developing a machine learning based tool that assists corporate travel manages and business travelers in making the safest travel decisions possible.

By Drew Clancy, 5 yearsJuly 15, 2020 ago

White Papers

Loading Dock Staffing Optimization

Decision processes in support of jobs that either cannot be or are very difficult to automate are frequently overlooked by out of the box software providers. One such process is the creation of optimal staffing plans for outbound teams loading cartons onto trucks.

By Drew Clancy, 5 yearsJuly 9, 2020 ago

White Papers

Fusing Weather Data into Machine Learning Predictions

Weather has a high impact on operations in many industries, and therefore is of great value to integrate into strategic decision making. Mosaic has roots in aviation research & development, giving us deep expertise in combining weather data streams with planning applications to facilitate efficient resource allocation.

By Drew Clancy, 5 yearsMarch 22, 2020 ago

Case Studies

Price Optimization for Major Clearance Sales

A leading clothing manufacturer distributor and retailer of clothing realized they needed to fortify their pricing decisions with machine learning insights.

By Drew Clancy, 5 yearsFebruary 3, 2020 ago

Case Studies

Predictive Modeling for Clinical Trial Recruitment

For many pharmaceutical firms, trial recruitment forecasting plays a role in trial recruitment planning. However, these forecasts may be generated with relatively simplistic approaches based on only a small subset of available internal & external data.

By Drew Clancy, 5 yearsJanuary 20, 2020 ago

Blogs

Gameplay Analytics

Gameplay data are a trove of information about how athletes are acting and reacting in real situations, and there are real benefits to be gained by mining this information at every level, from the athlete to the entire team. In the modern age, the team that can measure and understand itself through its own data will have the competitive edge.

By Drew Clancy, 6 yearsOctober 30, 2019 ago

Blogs

Demand Sensing & Predictive Inventory Planning

Meeting customer expectations is more difficult than ever, more and more of market share goes to companies who are able to perceive needs rather than react. Whether e-tailing or selling in brick-n-mortar stores, inventory planning is a promising area for predictive analytics,

By Drew Clancy, 6 yearsOctober 28, 2019 ago

White Papers

Workforce Planning Prediction

Optimizing seasonal staffing and resourcing is a key challenge for many industries, especially when the exact timing of high-volume activity can change based on complex factors.

By Drew Clancy, 6 yearsJuly 17, 2019 ago

Case Studies

Predicting Signal Degradation using Weather Data

Mosaic built a model that predicted signal disruption, up to 16 hours in advance, based on North American precipitation forecasts and historical signal quality measurements.

By Drew Clancy, 6 yearsJuly 17, 2019 ago