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IoT

Mosaic helps businesses design and deploy IoT solutions powered by custom AI & ML models that reduce operational costs and achieve business growth in real time.

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
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

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
White Papers

Designing & Deploying Practical Advanced Graph Analytics Solutions

Given a set of nodes & connections, which can abstract anything from transportation networks, connections between customers, knowledge graphs, or molecular structures to computer data, graph analytics provide a helpful tool to quantify & simplify the many moving parts of dynamic systems.

By Sel Gerosa, 11 monthsNovember 4, 2022 ago
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.

By Sel Gerosa, 1 yearSeptember 12, 2022 ago
Blogs

Deriving value from IoT and sensor data with time series classification (TSC)

Anytime you wish to predict the transient state(s) of something or someone constantly monitored by sensors, time series classifications are the right tool. This article will explain some basic concepts of using deep learning models for TSC and finish with a brief discussion of ways to improve the performance to save on cost and speed.

By Sel Gerosa, 2 yearsJuly 28, 2021 ago
Case Studies

Detecting Voltage Anomalies

Mosaic developed a data-driven alerting solution powered by unsupervised learning to assist a leading energy utility in detecting voltage anomalies & informing optimal grid health decisions.

By Sel Gerosa, 3 yearsMarch 18, 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
Case Studies

Automated Cooking Prediction & Optimizer | Deep RL

Mosaic built an automated cooking prediction & optimizer using deep reinforcement learning to improve short term cooking operations.

By Drew Clancy, 3 yearsJuly 8, 2020 ago
lightning strike over city
White Papers

Fusing Weather Data into Machine Learning Predictions

Weather has a high impact on operations in many industries, and therefore is of great value to integrate into strategic decision making. Mosaic has roots in aviation research & development, giving us deep expertise in combining weather data streams with planning applications to facilitate efficient resource allocation.

By Drew Clancy, 4 yearsMarch 22, 2020 ago

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