The Boon Nano is a high-speed, high-efficiency, clustering and segmentation algorithm based on unsupervised machine learning. The Nano builds clusters of similar n-space vectors (or patterns) in real-time based on their similarity. Each pattern has a sequence of features that the Nano uses in its measurement of similarity.