Ayasdi is on a mission to make the world's complex data useful by automating and accelerating insight discovery. The company's Machine Intelligence software employs Topological Data Analysis (TDA), to simplify the extraction of knowledge from even the most complex data sets confronting organizations today. Developed by Stanford computational mathematicians, Ayasdi's approach combines machine learning algorithms, abundant compute power and topological summaries to revolutionize the process for converting data into business impact. Ayasdi is funded by leading venture capitalists including Khosla Ventures, Institutional Venture Partners, FLOODGATE, Kleiner Perkins, Citi Ventures, Centerview Capital and Draper Nexus. The company counts many of the Fortune 500 as clients.
This white paper looks into why it is important to understand market regimes, and the current approaches firms take in understanding these regimes. It goes further by discussing the different ways in which machine intelligence can provide solutions in creating strategies.
This white paper looks into the current approaches to risk model development, validation, and monitoring. It goes further by discussing the challenges business face within these areas and examines how machine intelligence can provide solutions.