MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202544131202 A) filed by Highradius Corporation on December 24, 2025, for Machine Learning Based System And Method For Forecasting Cash Flow.
Inventors include Anupam Kunwar; Rohit Halder; Apoorva Shrivastava; Saad Syed; Indivar Mishra; Aditya Narayan Pattanaik; and Aditya Agrawal.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: ABSTRACT MACHINE LEARNING BASED SYSTEM AND METHOD FOR FORECASTING CASH FLOW A machine learning based (ML-based) method and system for forecasting cash flow, is disclosed. Initially, the data associated with business units are obtained from data sources. The data are pre-processed to generate pre-processed data. Features associated with financial information are determined for horizons based on the pre-processed data using a plurality of input AI models. Feature combinations are generated by integrating the features associated with the financial information, for each horizon of the horizons. Forecasts are generated for each horizon for a pre-determined time interval, using a stacked AI model including forecasting models. The generated forecasts for the cash flow of the business units, are provided as an output, to the users on user interfaces associated with electronic devices associated with the users. FIG. 2
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