Swern oxidation of the sulfonyl dipeptide alcohol (I) in the presence of sulfur trioxide-pyridine complex and DMSO affords aldehyde (II). This is then condensed with (dimethylamino)acetohydrazide (III) to produce the target N-acyl hydrazone