Case Studies
Customer Segmentation for Geo-Targeted Marketing
Unsupervised learning approaches are very powerful when applied to customer segmentation.
White Papers
Detecting Airport Layouts with Computer Vision
Computer vision is a powerful AI technique with vast business applications. In this white paper, Mosaic examines how to use machine vision for detecting airport layouts from the sky.
Blogs
Multi-Armed Bandits: Implementing Reinforcement Learning
This is post #2 of a 2-part series focused on reinforcement learning, an AI deployment approach that is growing in popularity.
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.
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.
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.
White Papers
Revamping Airline Demand Forecasting
In our white paper, Mosaic examines fresh machine learning based approaches to more accurately forecast airline seat demand.
Case Studies
Forecasting Hotel Room Demand
Mosaic was engaged by a leading hotel chain to assess the best way to predict future demand for hotel rooms across their various properties.
Case Studies
Predicting B2B Customer Churn
We built a custom, machine learning model for a leading enterprise software company, helping them identify leading indicators of churn.
Case Studies
Advanced Revenue Forecasting
Our ML consultants helped a publicly traded, multi-national manufacturer more accurately identify and predict drivers of revenue.