An inspection method is provided and includes acquiring at least one inspection data set. Each inspection data set comprises inspection data for a component. The inspection method further includes mapping the inspection data set onto a three-dimensional (3D) model of the component, to generate a 3D inspection model for the component, and validating the inspection data against the 3D model of the component using at least one validation criterion. A multi-modality inspection method is also provided and includes acquiring multiple inspection data sets corresponding to multiple inspection modalities for a component and fusing the inspection data sets to form a fused data set. The multi-modality inspection method further includes mapping the fused data set onto a 3D model of the component to generate a 3D multi-modality inspection model for the component.