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Case Studies

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, 3 weeksApril 26, 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, 3 monthsFebruary 18, 2022 ago
Case Studies

Intelligent Hydrocarbon Inventory Management

Mosaic helped an energy company optimize its hydrocarbon inventory management process by working with them to develop a centralized system to collect and control inventory data quality, improve accuracy, and improve the bottom line. Why Intelligent Inventory Management Matters in the Oil & Gas Sector The oil and gas market Read more…

By Sel Gerosa, 3 monthsFebruary 17, 2022 ago
Case Studies

Financial Services Revenue Forecasting

The business was investigating how to incorporate modern data science techniques into their budgeting decisions. Since they didn’t have this expertise in-house, they needed an analytics partner that could provide the right capabilities to accurately model and forecast revenue and serve these results to users in the proper context.

By Sel Gerosa, 6 monthsNovember 29, 2021 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, 10 monthsJuly 12, 2021 ago
data science capability development
Case Studies

Improving eCommerce Internet Search with AI

Filtering search results is an essential part of any eCommerce website. Can you remember the last time you shopped online without filtering on product attributes such as color, size, brand, etc. Additionally, rich product attributes are critical to Google SEO which drives traffic and website sales.

By Sel Gerosa, 1 yearApril 1, 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, 1 yearMarch 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, 1 yearMarch 15, 2021 ago
Case Studies

Automating Utility Pole Recognition & Inspection with Computer Vision

Mosaic designed and deployed custom computer vision models to automate asset recognition & inform inspection decisions.

By Drew Clancy, 2 yearsOctober 28, 2020 ago
Case Studies

Customer Churn Risk Scoring using Machine Learning

Mosaic designed and deployed a custom machine learning model to help this retail energy company predict customer churn and inform a geographic growth strategy.

By Drew Clancy, 2 yearsJuly 23, 2020 ago

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