Case Study: a large retailers boosts sales forecasting and store layout optimization with Emerline's machine learning solutions

Large retailers improve sales forecasting over a 2-year collaboration with Emerline

Emerline partnered with an AI development company that provides a decision engine to large retailers. The customer faced a challenge in scaling their services due to limited resources, which hindered their ability to meet growing demand for accurate sales predictions and store layout optimizations using noisy, unstructured data.

Emerline developed tailored machine learning models for sales forecasting and store layout optimization. The solution processed inventory and sales data to predict trends and recommend optimal fixture arrangements. As a result of this two-year collaboration, the AI company's retail clients achieved more efficient operations and strategic planning. The high accuracy of Emerline's models led to a sustained partnership and the ongoing development of a library to speed up future predictions.