The document discusses the design and fabrication of a machine vision setup aimed at detecting alignment failures in space launch vehicles, specifically focusing on India's GSLV Mk-III with strap-on boosters. The proposed system utilizes machine vision to inspect misalignment efficiently and accurately, offering advantages over traditional methods. Future work involves enhancing this system with a MATLAB-based algorithm for improved image processing and monitoring capabilities.