Building on the foundation of a decade of research at Stanford with DARPA, and NSF support, Ayasdi is pioneering a new approach for enterprises automatically to discover and operationalize insights from their data. Focused on making complex data useful by automating and accelerating insight discovery, the companyâs Machine Intelligence software leverages Topological Data Analysis (TDA), to simplify the extraction of knowledge. Developed by Stanford computational mathematicians, Ayasdiâs approach combines machine learning algorithms, abundant compute power and topological summaries to revolutionize the process for converting data into business impact.Ayasdiâs Insight Discovery platform uses Topological Data Analysis (TDA) combined with an ensemble of machine learning techniques to enable data scientists, domain experts, and business people to achieve value from their data without the need to write code, queries or ask questions. The firm develops interactive analysis and visualization software. It offers Iris, a tool that enables users to visually analyze different kinds of data sets and creates images or maps. The company serves life sciences and government agencies. The company was invited to the Davos World Economic Forum in