Financial services firms have the opportunity to fundamentally transform their clients’ experiences, effectively capitalize on evolving market conditions, prevent fraud, and mitigate risk using the vast amounts of customer, product, and market data at their disposal. However, as a firm’s data grows exponentially in both volume and complexity, effectively analyzing it to wield competitive advantage becomes difficult.
Ayasdi’s suite of machine intelligence applications and use cases provide a new approach to discovering insights from complex data, without requiring large teams of data scientists to write queries or code algorithms. It combines the power of topological data analysis (TDA) with machine learning to help firms extract critical intelligence from data, previously hidden or overlooked by conventional analytical approaches. Leaders in the financial services sector use Ayasdi’s machine intelligence software to tackle some of the toughest data problems including: gaining a deeper understanding of their clients’ behavior as well as the impact of evolving market conditions and risks.