The detection and characterization of covalent intermediates can be challenging due to their transient nature. Various spectroscopic and analytical techniques, such as NMR spectroscopy, X-ray crystallography, and mass spectrometry, are employed to identify and study these intermediates. Computational methods, including density functional theory (DFT) calculations, also play a significant role in understanding the structure and properties of covalent intermediates.