MONAI is an innovative application designed to help users effectively track and manage their financial expenses. With a user-friendly interface and powerful categorization tools, MONAI enables users to monitor their spending habits seamlessly. The app automatically categorizes transactions, and users can make corrections to ensure accuracy. MONAI aims to simplify the process of expense tracking, providing users with insightful financial data to help manage their budgets better.

EntityMatcher is a tool designed to automate the matching, transformation, and categorization of data entries. This helps in determining if two entries (such as profiles, products, or records) refer to the same entity. Through its advanced algorithms and machine learning capabilities, EntityMatcher provides accurate, fast, and scalable identity resolution. It is particularly useful in scenarios requiring demographic matching, KYC validation, and identity verification across multiple datasets.