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.
Whether you want to do some exploratory data science work to investigate a business case or deploy custom intelligent apps into production environments, Mosaic is ready to help. We strive for excellent project outcomes, iterating with our customers throughout the ML & AI life-cycle.
Mosaic is comfortable managing and executing projects, supporting an existing project team, serving as an outside advisor, or filling any other role that meets your project’s needs.
Hospitals can change the way they deliver care by understanding their communities through the application of machine learning and statistics.
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.
We designed and deployed a custom deep learning based tool to extract images from millions of digital and scanned documents.
We examine how to apply machine learning to segment based
on transaction data and transform those clusters into customer segments.
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.
Our ML consultants helped a publicly traded, multi-national manufacturer more accurately identify and predict drivers of revenue.
Retail inventory optimization is a great candidate use case to apply machine learning & deliver immediate business value.
Oil & gas firms have a tremendous opportunity to refresh demand forecasts with ML techniques, improving accuracy and adding to the bottom line.
Utilizing AI techniques like NLP is a great way to reduce the time it takes to find optimal candidates for job openings.