MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202611076784 A) filed by Noida Institute Of Engineering & Technology on June 21, 2026, for A Real Time Model Drift Identification And Alert Apparatus.
Inventors include Shweta; and Neelam.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: A real time model drift identification and alert apparatus supervises deployed machine learning models by receiving live inference data, normalizing heterogeneous records, generating current feature and output profiles, and comparing the profiles with approved baseline behavior. The apparatus applies drift metrics and severity evaluation rules to determine whether p...