MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202621091909 A) filed by Mastek Limited on July 29, 2026, for Evaluation-Driven Transmission Of Machine-Generated Data Objects.
Inventors include Vivek Singh; and Ramesh Mohanakumaran.
The application for the patent was published on October 30, 2026, under issue no. 44/2026.
Abstract: EVALUATION-DRIVEN TRANSMISSION OF MACHINE-GENERATED DATA OBJECTS ABSTRACT 5 10 15 A computer-implemented method, executed by at least one hardware processor, for evaluation-driven transmission of machine-generated data objects in an artificial intelligence pipeline is disclosed. A first inference module receives a structured data context and a task classification identifier, and generates a candidate data object from the structured data context. A second inference module evaluates the candidate data object against a plurality of quality control parameters to generate quality scores. A weighted aggregate score is computed by applying quality-control-parameter-specific weights from a configuration file based on the task classification identifier, and compared against a transmission threshold value. When the weighted aggregate score is below the threshold and a revision count is below a maximum revision count, improvement directives are generated and transmitted to the first inference module for regeneration. When the weighted aggregate score meets the threshold or the maximum revision count is reached, the candidate data object is transmitted. Fig. 2
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