ML Development Archives

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.

We designed and deployed an AI model to predict shipments at risk of late fees for one of the world’s largest CPG businesses.

For one of the US’s largest healthcare systems, Mosaic designed and deployed a custom machine learning tool to identify anomalous purchase orders.

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

We built a custom AI-driven tool for one of the largest Oil & Gas firms in the world to identify fuel usage anomalies across their entire fleet.

We built a custom, machine learning model for a leading enterprise software company, helping them identify leading indicators of churn.

Read how we revamped this leading O&G firm’s fuel crack spread forecasting techniques using ML.

Applying predictive AI services to identify the factors behind dreaded Blue Screen of Death.

We examine how to apply ML & AI for the IoT use case of mining for aircraft performance insights.

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