Mosaic Data Science
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Model Deployment

Mosaic provides efficient and effective algorithm and model deployment services. In collaboration with our customers, we prototype a number of different candidate machine learning models, and eventually select the top performers to be deployed enterprise-wide.

Deployment into your existing IT infrastructure requires a different skill set than algorithm design and selection. Our data scientists are well versed in a number of data platforms and are adept at integrating R and/or Python scripts into consumable reports, dashboards or visualizations.

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Case Studies

Deep Ranking for Image Similarity

We designed and deployed a custom deep learning based tool to extract images from millions of digital and scanned documents.

By Drew Clancy, 4 yearsFebruary 4, 2019 ago
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
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White Papers

B2B Sales & Marketing Machine Learning

This whitepaper reviews an approach for applying machine learning and predictive analytics in a B2B sales & marketing environment.

By Drew Clancy, 5 yearsSeptember 19, 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
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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
Case Studies

Purchase Order Email Classifier

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

By Drew Clancy, 5 yearsJune 27, 2018 ago
health technology banner
Case Studies

Advanced Public Health Analytics

We designed and deployed a custom NLP engine to facilitate better population health decisions for the CDC.

By Drew Clancy, 5 yearsJune 12, 2018 ago
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Case Studies

Predicting Fuel Usage Anomalies

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.

By Drew Clancy, 5 yearsMay 11, 2018 ago
oil & gas machine learning
Case Studies

Fuel Price Forecasting

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

By Drew Clancy, 5 yearsFebruary 8, 2018 ago

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