Case Studies
Maximizing Revenue With Machine Learning for Retail Pricing
Mosaic helped a nationwide retailer model the price elasticity of demand across their product catalog, empowering them to optimize prices and maximize SKU revenue.
Case Studies
Leveraging Smart Collar Data to Assess Pet Health
Mosaic worked with a vet tech company to develop an encompassing pet wellness score and early disease-identification models using an AI-driven collar device that collects pet behavioral information and reports health insights to the owner’s app using IoT and sensor data techniques.
Case Studies
Using Predictive Analytics to Develop DNA-Based Pet Disease Risk Models
Mosaic has been working with a leading pet Biotech company on integrating machine learning into the organization’s products, giving pet owners more visibility into the quality of life their pets have by identifying genetic traits that may impact their health or behavior.
Blogs
Making Time for Scheduling Optimization: Q&A With Evan Lynch, Principal Data Scientist
We scheduled some time for this Q&A with Principal Data Scientist Evan Lynch, where we explored the many cross-industry challenges that scheduling optimization aims to solve, and the robust scheduling techniques that lie at the junction between mathematical optimization and machine learning.
White Papers
Market & Competitive Intelligence Powered by NLP using Social Data
Summary Our white paper explores the processes and opportunities presented by NLP for social media in extracting valuable data to drive improved operational and strategic decisions for R&D efforts. Natural language processing (NLP) is one of the most promising social media data processing avenues. It is a scientific challenge to Read more…
White Papers
Deploying ML & Optimization In Risk Assessment Analytics for Robustness and Resilience
We explore how ML & optimization can aid the risk assessment and management process with an eye towards robustness and resiliency.
Blogs
Geospatial Data Analysis for Machine Learning-based Customer Clustering
Both descriptive analytics and machine learning models can benefit greatly from using geographic data analysis to solve segmentation use cases.
Case Studies
AWS Performance Tuning for Machine Learning Predictions
Mosaic helped a trucking and logistics operator optimize their machine learning deployment on Amazon Web Services (AWS). As an AWS Select Partner, Mosaic was well-positioned to deploy machine learning engineering and serverless architecture services that sped up model inference while performing a minor overhaul of the AWS architecture and code base organization.
Blogs
Making Sense of Natural Language Processing: Q&A With Alex Tennant, Senior Data Scientist
We sat down with Senior Data Scientist Alex Tennant for his perspective on the opportunities and complexities of NLP and how Mosaic is paving the way for the consistent evolution of this powerful technology.
Blogs
Intro to Network Science and Graph Theory
Network science and simulation provide a robust framework for the study of network systems in all their complexity.