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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.

Case Studies

AI Engine Development for Regional Homebuilding

Mosaic helped one of the US’s largest regional homebuilders deploy an artificial intelligence engine that recommends the optimal community features based on different geographic regions. The recommender delivers data-driven insights the company can trust when planning, building, and positioning new communities.

By Sel Gerosa, 3 weeksSeptember 7, 2023 ago
Case Studies

Explainable AI for Lunar Operations to Build Trust in Autonomous NASA Rover Exploration

Mosaic developed Explainable AI in Lunar Operations to support lunar rovers using imagery data from hardware to assist NASA rovers in assessing the traversability of a given region of terrain, supporting increasingly autonomous operations.

By Sel Gerosa, 2 monthsJuly 27, 2023 ago
White Papers

Building a Neural Search Engine

Mosaic dives into our latest solution framework, The Neural Search Engine. Our tool can be tuned to ingest any set of documents and return relevant information in seconds.

By Sel Gerosa, 3 monthsJune 19, 2023 ago
Case Studies

AI-Enabled Voice Search Assistant for Operating Manuals

Mosaic built a custom voice search solution using deep learning and state-of-the-art language models to intelligently parse complex mechanical operation manuals and return the desired search results

By Sel Gerosa, 8 monthsFebruary 10, 2023 ago
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.

By Sel Gerosa, 9 monthsJanuary 10, 2023 ago
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.

By Sel Gerosa, 1 yearSeptember 13, 2022 ago
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.

By Sel Gerosa, 1 yearSeptember 12, 2022 ago
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.

By Sel Gerosa, 1 yearJuly 20, 2022 ago
White Papers

Automating Call Center Insight Extraction with NLP | Going beyond Sentiment Analysis

Mosaic used NLP algorithms to automatically extract various insights about people calling into a customer call center. We created a process to identify at-risk customers that called the previous day based on the transcript of the call.

By Sel Gerosa, 2 yearsMarch 10, 2022 ago
Case Studies

Advanced Industrial Inventory Management Analytics

Advanced analytical techniques help manufacturers reduce inventory levels of parts required in manufacturing activities while maintaining confidence that they will not run out of parts. Mosaic was tapped to help a manufacturing company in the semiconductor industry solve the complex problem of optimizing their inventory for both future orders and historical demand rates

By Sel Gerosa, 2 yearsFebruary 18, 2022 ago

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