A method includes obtaining an image of a feature machined in a component with an imaging device, determining, by a computing device, a quality of the feature in the component based on the image of the feature, and storing, by the computing device, an indication of the quality of the feature in combination with a unique identifier for the feature in a non-transitory computer-readable medium.