Confusion regarding the identification of medicines by patients, physicians and pharmacists is a major concern. Here, we detail the successful identification of unlabelled medicine from a new tool named Medicine Identification New Database (MIND) implemented in our hospital pharmacy. Web tools (drugs.com, WebMD, Google Lens) and MIND were used for identification of an unlabelled unitary (single tablet/capsule) medicine returned from the care unit. MIND combines three modules including organoleptic (form, shape, colour), physical (dimensions, mass) and attenuated total reflectance-Fourier transform infrared spectra of oral medicines. While the web tools failed to identify unlabelled the unitary medicine properly, MIND discriminated the pharmaceutical product and confirmed, from infrared spectroscopy, the real identity of the medication and major excipients. The simplicity of the approach combined with the accuracy of the physical and spectral characterisation confirmed the potential of MIND as suitable tool for quick, simple and accurate identification of unlabelled medication in hospital pharmacies.