Demand forecasting and optimization of logistics
Gauss machine-learning system for demand forecasting and optimization of logistics enables smart procurement and delivery management.
Gauss system functionality:
Draw up overall sales plans for each point of sale on a specific time span using proprietary machine learning models, with due regard for product waste coefficient;
Automatic collection of outbound information for each point of sale, to factor it in the demand forecast using mathematical models;
Reduction of human factor in the development of sale plans;
Boosting demand analysis for a specific product item in the POS;
Enhanced staff performance in sales plan analysis and modification;
Analysis of sales volumes’ time series in the historical data and forecasting product sales distribution in the future for each POS;
Summarizing and building overall sales plan taking into account product demand at each POS;
Keeping product stocks with seasonal, marketing and manufacturing aspects factored in, with an up to 1 year horizon.
The system features a set of proprietary machine learning libraries
Gauss system is a set of libraries designed to address a specific range of tasks with help of machine learning tools. Gauss software is supplied to the end user as part of a custom solution consistent with target configuration and functionality required.
Software price can be calculated on request, provided a description of target system for deployment.
