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predictive analytics

Inside Airline Airplane Seats
White Papers

Revamping Airline Demand Forecasting

In our white paper, Mosaic examines fresh machine learning based approaches to more accurately forecast airline seat demand.

By Drew Clancy, 4 yearsJanuary 22, 2019 ago
Container Container Port Port Cargo
Case Studies

Advanced Analytics for 3PL

Mosaic helps a leading 3PL company apply machine learning to predict brokerage profit drivers.

By Drew Clancy, 4 yearsNovember 12, 2018 ago
Hotel Room Bed Hotel Room Luxury
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.

By Drew Clancy, 5 yearsAugust 31, 2018 ago
cpg delivery prediction1
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.

By Drew Clancy, 5 yearsJuly 3, 2018 ago
Predicting Patient Volumes header image
Case Studies

Predicting Patient Volumes

We helped one of the largest Children’s Healthcare Network more accurately forecast patient volume across their hospitals.

By Drew Clancy, 5 yearsJune 19, 2018 ago
Traffic Paris Street Twilight
Case Studies

Predictive Trucking Analytics

We revamped this trucking operator’s demand forecasting models to optimize fleet placement across North America.

By Drew Clancy, 6 yearsAugust 16, 2017 ago
data modeling 1
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.

By Drew Clancy, 6 yearsSeptember 28, 2016 ago
Analysis Business Chart Computer
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.

By Drew Clancy, 9 yearsJanuary 30, 2014 ago
Logistics Stock Transport Shipping
Case Studies

Optimizing Overnight Shipping Operations

Mosaic built custom ML & AI models for a leading express shipping company to optimize their overnight shipping operations.

By Drew Clancy, 9 yearsJanuary 30, 2014 ago
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