It combines a modular, icon-based (component-based) network design interface with an implementation of advanced learning procedures, such as conjugate gradients, the Levenberg-Marquardt algorithm, and back-propagation through time.

[citation needed] The software is used to design, train, and deploy artificial neural network (supervised learning and unsupervised learning) models to perform a wide variety of tasks such as data mining, classification, function approximation, multivariate regression and time-series prediction.

A beginner setting also exists which hides some of the more advanced operations such as cross validation and genetic optimization.

NeuroSolutions can automatically generate C++ source code for a neural network designed within its graphical user interface.

The Custom Solution Wizard is an optional add-on product that will take a neural network designed within NeuroSolutions and encapsulate it into a dynamic link library (DLL) that conforms to a simple protocol.