ScavAI enables engineers to convert scavenge inspection images into structured technical reports through automated visual analysis. After inspection photographs are uploaded, the system evaluates internal engine conditions and classifies visible anomalies across predefined defect categories. By providing immediate visual diagnostics, ScavAI reduces reliance on manual interpretation and helps inspection teams quickly identify early indicators such as abnormal deposits, oil residue buildup, or corrosion patterns that may signal developing engine issues leading to a consistent defect reporting cycle.