Ayasdi AI LLC is a technology company that specializes in developing a machine intelligence platform and intelligent applications tailored for diverse sectors, including corporations, governments, financial institutions, healthcare, and scientific research organizations. The Ayasdi Machine Intelligence Platform addresses complex data analytics challenges and automates manual processes, leveraging advanced algorithms and topological data analysis. Among its offerings are specialized applications such as Ayasdi for Clinical Variation Management, which aids hospitals in identifying best practices and comparing clinical variations, and Ayasdi for Denials Management, designed to streamline claims processes and uncover denial patterns. Additionally, the company provides tools for population risk management, market regime forecasting, anti-money laundering, and risk modeling. Ayasdi's solutions are available through annual subscriptions and can be deployed via cloud services or on-premise installations. Founded in 2008 and headquartered in Menlo Park, California, Ayasdi AI LLC also maintains offices in New York, Virginia, and London.