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
Advanced Analytics for 3PL
Mosaic helps a leading 3PL company apply machine learning to predict brokerage profit drivers.
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
Deploying Analytics for CPG Late Delivery Prediction
We designed and deployed an AI model to predict shipments at risk of late fees for one of the world’s largest CPG businesses.
Case Studies
Predicting Patient Volumes
We helped one of the largest Children’s Healthcare Network more accurately forecast patient volume across their hospitals.
Case Studies
Predictive Trucking Analytics
We revamped this trucking operator’s demand forecasting models to optimize fleet placement across North America.
Blogs
Finding External Data Sources: Data is Everywhere!
Sometimes in ML & AI development, a data scientist will need to go and find external data sources to complement the modeling efforts.
White Papers
The Value of Information in the Age of Big Data
This white paper explores how traditional models of the value of information (VoI) can be extended effectively to account for uncertainties presently inherent in gathering and analyzing big data.
Case Studies
Optimizing Overnight Shipping Operations
Mosaic built custom ML & AI models for a leading express shipping company to optimize their overnight shipping operations.