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Case Studies

Case Studies

Automating Utility Pole Recognition & Inspection with Computer Vision

Mosaic designed and deployed custom computer vision models to automate asset recognition & inform inspection decisions.

By Drew Clancy, 3 months3 months ago
customer churn hands shaking image
Case Studies

Customer Churn Risk Scoring using Machine Learning

Mosaic designed and deployed a custom machine learning model to help this retail energy company predict customer churn and inform a geographic growth strategy.

By Drew Clancy, 6 months6 months ago
automated cooking prediction operations
Case Studies

Automated Cooking Prediction & Optimizer | Deep RL

Mosaic built an automated cooking prediction & optimizer using deep reinforcement learning to improve short term cooking operations.

By Drew Clancy, 7 months6 months ago
mobile phone a_b test image
Case Studies

Loyalty Program Discounting

Executives thought they could drive even more gasoline sales through further discounting to their members. They needed to measure if dropping the price per gallon drove more sales volume, validating their beliefs. Instead of relying on ‘tribal’ knowledge.

By Drew Clancy, 8 months8 months ago
Beverages Bottles Shelf Cans
Case Studies

Wholesale Cannibalization Analysis

A leading CPG company wanted to diagnose cannibalization hypotheses using a data-analytics-driven approach.

By Drew Clancy, 12 months10 months ago
price optimization for major clearance sales image
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, 12 months8 months ago
predictive pharma analytics pill image
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, 1 year8 months ago
Shelf Shop Fittings Stock
Case Studies

Automated CPG Sales Force Route Forecasting

Data Science, specifically machine learning forecasting techniques, enables decision makers across a spectrum of industries to set more effective sales targets and plan profitable customer routes that boost top and bottom line growth.

By Drew Clancy, 1 year10 months ago
Map Vacations Travel Street Map
Case Studies

Customer Segmentation for Geo-Targeted Marketing

Unsupervised learning approaches are very powerful when applied to customer segmentation.

By Drew Clancy, 1 year10 months ago
hospital corridor
Case Studies

Community Healthcare Utilization Risk Score

Hospitals can change the way they deliver care by understanding their communities through the application of machine learning and statistics.

By Drew Clancy, 2 years8 months ago

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