atoti

Time-series forecasting with a deep learning model

Perform probabilistic time series forecast from a deep learning model and perform what-if analysis on the forecast. We shall be doing a probabilistic time-series forecast of the sales for a salad manufacturer and then use atoti for inventory management and find the optimum number of refrigerators to store the salad...

A novel approach to inventory management

In this article, we will explore a method to tackle the issue of optimizing inventory management thanks to quantile based time-series predictions and leveraging atoti — a data visualization platform with an aggregation engine and native multidimensional and what-if analysis support. Inventory management is one of the most critical components...