This post is part of our live coverage of FinovateFall 2014.

Coming to the stage next is the team from Ayasdi, demoing Ayasdi Finance.

“Ayasdi’s finance application will allow capital markets businesses to automatically identify persistent relationships between market conditions and client trading-behaviors and to generate alerts based on this dynamic information. In addition, this application will be able to utilize Ayasdi’s novel mathematical framework to predict model failure and systematically update the model in states where it fails.

This application will leverage Ayasdi’s powerful platform which integrates machine learning algorithms within a topological framework. This platform gives the application its ability to generate results that take several types of data into account including, but not limited to, social data, numeric data, and the macro economy.”