AI/ML Project Archives

News

Mosaic Data Science Named Top AI & Machine Learning Company of 2024 by CIO Review

Mosaic Data Science, a trailblazer in data science consulting, has been recognized as the Top AI & Machine Learning Company by CIO Review for the second consecutive year. This prestigious accolade underscores Mosaic’s commitment to delivering transformative, actionable analytics solutions that empower enterprises to harness the full potential of AI, ML, and mathematical optimization for insightful decision-making.

By Melissa Rodriguez, 12 monthsMay 14, 2024 ago

Case Studies

Quantifying Commodity Sentiment with AI

In this case study, Mosaic fine-tuned language models to analyze text and quantify public sentiment to explain commodity pricing with AI. Our team used sentiment model outputs to extract insights regarding price trends for a specific commodity and predict future price movements.

By Melissa Rodriguez, 1 yearApril 17, 2024 ago

News

Mosaic Data Science’s Neural Search Solution Named the Top Insight Engine of 2024 by CIO Review

Mosaic Data Science has been recognized as the Top Insight Engines Solutions Provider of 2024 by CIO Review magazine for its Neural Search Engine framework. The Neural Search Engine has revolutionized how businesses comb through vast amounts of data, automating text, image, video, and audio information retrieval from all corporate documents and significantly enhancing efficiency and productivity.

By Melissa Rodriguez, 1 yearFebruary 27, 2024 ago

Case Studies

IoT Machine Learning Modeling for Product Development

A hospitality technology disruptor was developing a new sensor suite to detect when a guest was smoking inside a property and distinguish it from approved activities such as cooking. They engaged Mosaic to build time series classification models to identify and alert on smoking events from the streaming sensor data.

By Drew Clancy, 1 yearNovember 8, 2023 ago

Case Studies

AI-Powered Manufacturing Optimization

Using AI to analyze sensor data, Mosaic helped a renewable energy producer optimize furnace temperature to improve wood pellet production efficiency by reducing slag production and pressure buildup and providing control room operators with easy-to-use recommendations for setting furnace controls.

By Drew Clancy, 2 yearsOctober 25, 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 yearsJuly 27, 2023 ago

White Papers

Building a Neural Search Engine with Mosaic

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. We leverage the retriever/reader architecture where for a given question, related context is obtained from the enterprise-specific knowledge base and fed to deep learning models.

By Sel Gerosa, 2 yearsJune 19, 2023 ago

Case Studies

Advanced Anomaly Detection Using Reinforcement Machine Learning

Mosaic applied our robust data analytics expertise across disciplines to develop novel, data-driven models that identify anomalous behavior for a leading aerospace government agency.

By Sel Gerosa, 2 yearsMarch 21, 2023 ago

Case Studies

Reducing Jet Fuel Emissions with Operational Artificial Intelligence

Mosaic helped a commercial airline integrate custom machine learning to predict departure runway and taxi-out time, cut operational costs, and improve the customer experience, aiding in reducing fuel emissions with AI.

By Sel Gerosa, 2 yearsMarch 14, 2023 ago

Case Studies

Predicting Arrival and Departure Assignments with Machine Learning

Mosaic brought its deep expertise in aviation to design and test effective machine learning models that would predict the arrival and departure assignments of flights, helping facilitate automated testing and deployment of advanced predictive decision-support tools.

By Sel Gerosa, 2 yearsMarch 13, 2023 ago

AI/ML Project

Have questions? Schedule a meeting below