This narrative review synthesizes current knowledge on volatile organic compounds (VOCs) released from decomposing human remains and evaluates analytical methods for their detection in forensic contexts. The review identifies analytical limitations, particularly for biogenic amines, and highlights promising approaches including TD-GC×GC-TOFMS and amine derivatization for improving postmortem interval estimation.