Ayasdi’s software reveals patterns and relationships in complex, highly dimensional datasets using Topological Data Analysis (TDA). TDA makes complex data simple enabling users to better understand the nature of the data set and detect subtle patterns that often remain hidden from other techniques.
Ayasdi Core is the software expression of our machine intelligence philosophy. Blending Topological Data Analysis with advance machine learning algorithms, Ayasdi Core uncovers critical business intelligence from dynamic, large, complex datasets.
Unique in the market, Ayasdi Core simplifies the analysis of complex data by combining Topological Data Analysis (TDA), a technique pioneered by our founders, with the latest machine learning algorithms. We call this approach machine intelligence and it starts with the data - not with an endless string of questions. Using data as the foundation, Ayasdi Core applies combinations of algorithms - from statistics, geometry and machine learning - to analyze thousands of attributes simultaneously.
Because of the depth and breadth of its algorithmic reach, Ayasdi Core rapidly finds and explains all the significant patterns in your data - something other approaches cannot achieve. Using the geometry of the data, Ayasdi Core creates topological summaries that reveal subtle insights, insights that remain invisible to other approaches.
It is these insights, obscured by the complexity of today's datasets that offer the solutions to profound business problems.
Ayasdi's client's have used Core to predict program failures, to find new customers and markets, to increase uptime on mission critical machinery, to manage extraordinary regulatory challenges, to mitigate risk and to craft more effective models for fraud detection and cyber-security.
Ayasdi Core sits at the center of Ayasdi's suite of products and is the only product in the market to have leveraged the power of topological data analysis.
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Ayasdi Core utilizes machine learning and topological data analysis to extract insights that are hidden by complex data sets. Ayasdi Core automates the process of algorithm selection, selecting the optimal algorithm or combination of algorithms that best express the shape of the data - providing critical insight across the entire dataset – not just the segments that are targeted by a specific analytical approach. Because Ayasdi Core can automate algorithm selection, the time to insight is dramatically reduced. With this approach, the user is presented with a portfolio of answers as opposed to starting with a mountain of questions. Once those answers have been presented, supervised analytical techniques can be applied to explore the specific insights. For organizations seeking to solve their most pressing data challenges quickly and comprehensively, Ayasdi Core offers a unique combination of algorithmic reach and time to insight.