AI for Financial Services
Credit Risk
Financial institutions own millions of rows of data, spanning for decades. However their legacy systems are not providing data insights to predict creditworthiness at scale with accuracy. Our team helps to dig in huge amounts of data and then start actually predicting who is going to be risky and who is not. Moreover, we create dashboards for end users that can explain and support the provided results. Moving beyond a simple visualisation we provide reports that show what drives risk..
Customer Relationship
By understanding and predicting customer behavior we could help increase customer engagement and improve customer value. Gaining customer insights by all his transactions, we create customer analytics that may predict if a customer would fit in a new product.
Fraud Detection
Discovering fraudulent patterns from real data is now a basic requirement in financial institutions. We aim to deliver machine learning models that can evaluate transactions in real time and stop fraudulent activity before they occur.