Cash Level Forecasting
Our Deep learning-based cash forecasting system revolutionizes how your bank can predict the cash demand for upcoming days and weeks.
Leveraging advanced neural network architectures, this systems analyze historical transaction data to generate accurate predictions of future cash needs. We take the local calendars into consideration to predict different withdrawal behaviors such as Seasons,
Holidays, Paydays etc. Adopting this forecasting module enables your bank to optimize cash management processes, enhance operational efficiency, and improve customer satisfaction.
Product Positioning Assistant
We leverage Machine Learning algorithms to analyze data and identify groups of customers with similar characteristics or behaviors.
By clustering customers into segments, your businesses can tailor your marketing strategies, products, and services to better meet the needs and preferences of each segment. We take the feature in to consideration like demographics, purchasing behavior, or interaction history in our K-means clustering activity.
Eventually you can work on customer segments with different priority levels different target probability.
Churn Management
Churn management in banks is a strategic approach to retain your customers and minimize attrition.
It involves identifying customers who are at risk of leaving and implementing targeted retention strategies to prevent them from churning. By analyzing customer behavior, repayment behavior, credit scores, transaction history, and engagement patterns, your bank can proactively address customer concerns, improve satisfaction, and strengthen loyalty.
Finance Data Acquisition
Our Document Data Acquisition platform helps you in retrieving important data from multiple sources. Common document formats we do support are .PDFs and images.
Not only data tuple extraction, we support the re-arrangement and transformation of data within the customer problem statement. Our Natural Language Processing modules are optimized specifically on company Quarterly and Annual Reports to extract the Records of Cash Flow tables, Financial Statements and Balance Statement.
