Ayasdi technology is based on the ideas of Topological Data Analysis (TDA), and produces meaningful topological graphs across a multitude of data types (including mixed data types). Given a notion of similarity, Ayasdi will produce topological graphs which show the shape of data, generating insights into the underlying phenomena of the data set. TDA provides a method for studying numerous properties of point cloud data sets.
1. TDA permits novel ways of visualizing and compressing data sets, which facilitate understanding and monitoring of data.