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AI Success Story

Mosaic Data Science has deployed Practical AI to bridge the gap between AI research and practical implementation by creating AI-driven tools, systems, and applications that address specific challenges and tasks. Our solutions are designed to enhance efficiency, automate processes, improve decision-making, and deliver measurable benefits to our customers.

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
busy shipping port, using nlp for tariff classification
Case Studies

Automating Product Tariff Classification with AI

Mosaic helped a North American provider of international freight forwarding services build an NLP solution that automates the tariff classification process, saving valuable resources and reducing risk while improving the customer experience.

By Sel Gerosa, 3 monthsJune 20, 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

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, 7 monthsMarch 14, 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

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. 

By Sel Gerosa, 9 monthsJanuary 13, 2023 ago
predictive maintenance modeling for industrial machinery
Case Studies

Predictive Maintenance Modeling for Industrial Machinery

Mosaic was contracted by multi-national manufacturer of construction and mining equipment to develop a proof-of-concept predictive maintenance model to predict equipment failure before it happens to minimize downtime and optimize maintenance schedules.

By Sel Gerosa, 1 yearApril 26, 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

Surgeon OR Scheduling Optimization

Mosaic helped a leading hospital optimize the scheduling of elective surgery and created a better daily rhythm for surgeons.

By Sel Gerosa, 2 yearsJuly 12, 2021 ago
Case Studies

Reducing Greenhouse Gas Emissions with Data Science

Mosaic developed an innovative optimization app for the green power sales function at a leading utility, helping them recommend suites of renewable energy products to meet corporate carbon footprint reduction goals within budgetary constraints.

By Drew Clancy, 3 yearsMarch 15, 2021 ago

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