Ayasdi is a machine intelligence software company that offers a software platform and applications to organizations looking to analyze and build predictive models using big data or highly dimensional data sets.
Ayasdi focuses on hypothesis-free, automated analytics at scale. In effect, the Ayasdi system consumes the target data set, runs many different unsupervised and supervised machine learning algorithms on the data, automatically finds and ranks best fits, and then applies topological data analysis to find similar groups within the resultant data.
Ayasdi was founded in 2008 by Gunnar Carlsson, Gurjeet Singh & Harlan Sexton. The company is headquartered in Menlo Park, California with additional offices in New York, New York & London, UK.
Ayasdi's software has been used by Organizations and governments across a variety of use cases including the development of clinical pathways for hospitals, anti-money laundering, fraud detection, trading strategies, customer segmentation, oil and gas well development, drug development, disease research, information security, anomaly detection, and national security applications.
Ayasdi also develops machine intelligence applications. One example is Ayasdi Care, which is a suite of cloud-based applications for healthcare providers that is focused on managing and improving patient outcomes, revenue and population health. For example, Ayasdi clinical variation, one of the applications in Ayasdi Care, automatically discovers the ideal care paths for medical procedures based on analyzing historical patient data, billing records and insurance claims.
Ayasdi customers include many large enterprises, medical research institutions and governments across industries including health care, financial services, oil and gas, security, life sciences, and the public sector.
Ayasdi is backed by top-tier investors including Kleiner Perkins, Khosla Ventures, FLOODGATE & IVP (Institutional Venture Partners).