Perform a complete experimental investigation of fiber laser cutting parameters and their effects on cut quality, then develop an AI-assisted prediction tool. Build a parametric database, analyze cut-quality metrics, and train a machine-learning model to recommend optimal cutting settings. Deliver an intelligent operator dashboard for quality prediction and process optimization.