MUMBAI, India, Nov. 14 -- Intellectual Property India has published a patent application (202421036502 A) filed by Tata Consultancy Services Limited, Maharashtra, on May 8, 2024, for 'systems and methods for predicting key performance indicators for entities using data driven balancing techniques.'
Inventor(s) include Chavan, Milind Kashinath; Desai, Sadashiv Kamalakar; Mahalle, Sarita Pralhadrao; Muthuvaduganathan, Aarthi; Vedantam, Sriya Venkata Krishna; and Prajapat, Mahesh Kumar.
The application for the patent was published on Nov. 14, under issue no. 46/2025.
According to the abstract released by the Intellectual Property India: "Prediction of Key Performance Indicators (KPIs) is a common requirement across organizations/enterprises. Conventionally statistical analysis, machine learning, artificial intelligence, have been applied for prediction. However, the predictions are not accurate. Systems and methods of the present disclosure predict KPIs for dataset that pertain to entities by applying various data driven balancing (DDB) techniques. The dataset is processed for predicting KPIs distribution and DDB techniques are applied on distributed KPIs to analyse impact of prominent time period and time slots in KPIs to obtain updated data driven balancing based KPIs. The updated KPIs are analyzed with respect to historical data to obtain time slots and candidate KPI patterns. The system then applies a machine learning model on a time interval being selected based on the time slots and the candidate KPI patterns to obtain a predicted KPI pattern and re-balancing of KPIs is performed based on the predicted KPI pattern."
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