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Demand Forecasting

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 weeksMarch 13, 2023 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, 1 yearFebruary 18, 2022 ago
Case Studies

Intelligent Hydrocarbon Inventory Management

Summary 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 Read more…

By Sel Gerosa, 1 yearFebruary 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, 1 yearNovember 29, 2021 ago
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Blogs

Combat Supply Chain Disruptions with Data Science

Global external shocks are going to continue to happen, that is a fact of operating a business in today’s environment. As companies embrace data science in their decision-making processes, they are better positioned to deal with these disruptions, allowing them to manage a risk-optimized supply chain.

By Drew Clancy, 3 yearsMarch 17, 2020 ago
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Case Studies

Price Optimization for Major Clearance Sales

A leading clothing manufacturer distributor and retailer of clothing realized they needed to fortify their pricing decisions with machine learning insights.

By Drew Clancy, 3 yearsFebruary 3, 2020 ago
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Case Studies

Predictive Modeling for Clinical Trial Recruitment

For many pharmaceutical firms, trial recruitment forecasting plays a role in trial recruitment planning. However, these forecasts may be generated with relatively simplistic approaches based on only a small subset of available internal & external data.

By Drew Clancy, 3 yearsJanuary 20, 2020 ago
Shelf Shop Fittings Stock
Case Studies

Automated CPG Sales Force Route Forecasting

Data Science, specifically machine learning forecasting techniques, enables decision makers across a spectrum of industries to set more effective sales targets and plan profitable customer routes that boost top and bottom line growth.

By Drew Clancy, 3 yearsOctober 28, 2019 ago
Inside Airline Airplane Seats
White Papers

Revamping Airline Demand Forecasting

In our white paper, Mosaic examines fresh machine learning based approaches to more accurately forecast airline seat demand.

By Drew Clancy, 4 yearsJanuary 22, 2019 ago
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White Papers

B2B Sales & Marketing Machine Learning

This whitepaper reviews an approach for applying machine learning and predictive analytics in a B2B sales & marketing environment.

By Drew Clancy, 5 yearsSeptember 19, 2018 ago

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