The effectiveness of a robotic welding integration project is determined by tangible outcomes in several crucial aspects. First and foremost, the quality of the weld bead is of utmost importance, as it directly impacts the strength, safety, and compliance with regulations. High-quality robotic welding results in fewer defects such as porosity, lack of fusion, undercut,