MUMBAI, India, Feb. 13 -- Intellectual Property India has published a patent application (202521133807 A) filed by Marwadi University, Rajkot, Gujarat, on Dec. 30, 2025, for 'machine operation guidance and monitoring system.'

Inventor(s) include Pulkitkumar Pandey; Vivekkumar; Abhimanyu Kumar; and Prof. Aswathy R Nair.

The application for the patent was published on Feb. 13, under issue no. 07/2026.

According to the abstract released by the Intellectual Property India: "A machine operation guidance and monitoring system, comprising of a mobile body 101 to autonomously move within an enclosure, a display unit 102 to enable a user to provide input commands regarding operation of machines, an inspection unit 103 detects distance between the body 101 and machines along with user presence and triggers multiple wheels 104 to position the body 101 in proximity to the machines, a task allocation module analyses the user skill level and assigns a suitable machine operation task based on predefined expertise criteria, a workpiece inspection unit securely holds and inspects a workpiece produced by the user, a laser-based measurement unit determines angular accuracy of the workpiece and alignment of machine components, a projection module 110 projects real-time operational guidance, corrective overlays, and instructional content, and an audio interaction module detects machine sound patterns and user voice queries, and provides audible alerts and instructions."

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