A complex of hydrophilic interaction liquid chromatography (HILIC) methods for simple and efficient determination of eremomycin (ERM) as an active pharmaceutical ingredient (API) of a novel drug is proposed for preclinical study, which includes the dissolution test and pharmacokinetic study on the animals. A home-made HILIC silica-based stationary phase (SP) containing diol functionalities and positively charged nitrogen atoms in its structure was synthesized for this research and applied for the first time for performing the first step of preclinical study (dissolution test) of the novel ERM-containing drug. HILIC method developed using novel home-made SP allowed us to avoid any interferences from polyethylene glycol (PEG) contained in the drug matrix thus providing a unique advantage of the proposed approach over RP HPLC. The home-made SP demonstrated better chromatographic performance as compared to the tested commercially available columns with various functionalities. Different retention behaviour and mechanisms with various electrostatic impact were demonstrated for two glycopeptide antibiotics, namely, ERM and its analogue vancomycin (VAN), on the home-made SP. For the second step of the preclinical study HILIC-MS/MS method for ERM determination in rabbit plasma was developed and validated in accordance with the EMA requirements and successfully applied to the preclinical study on rabbits after intravenous and intraperitoneal drug administration. The results of dissolution test and pharmacokinetic study revealed similar in vitro solubility of ERM and VAN and low ERM bioavailability, which proved the potential safety and efficiency of the novel drug.