With rising healthcare costs and the rapid increase in remote physiologic monitoring and care delivery, there is increasing need for economical, accurate and non-invasive continuous measures of blood analytes. Based on radio-frequency identification (RFID), we have developed a novel electromagnetic platform technology (the Bio-RFID platform) to non-invasively penetrate inanimate surfaces, capture data from individual radio frequencies, and convert those data into physiologically meaningful information and insights. Here we describe ground-breaking proof-of-principle studies using Bio-RFID to accurately measure various concentrations of analytes in deionized water. The in vitro Bio-RFID platform consists of an acrylic cuvette in the shape of a 4 inch x 4 inch x 8 inch rectangular prism mounted on the Bio-RFID sensor. This apparatus is in turn mounted on a balance that allows the determination of the mass of the analyte being scanned to within 0.1g. The hardware scans through several thousand radio frequencies and sends the data to proprietary software running on a laptop computer. The software displays a spectral scan known as the Bio-RFID signature of the analyte and computes a similarity metric to compare different signatures.We tested the hypothesis that the Bio-RFID platform is able to precisely and non-invasively measure and identify a variety of analytes in vitro. For this assessment, varying solutions of 1) water in isopropyl alcohol; 2) salt in water; and 3) commercial bleach in water were tested, using a randomized double-blind trial design, as proxies for biochemical solutions in general. The Bio-RFID technology was able to detect concentrations of 2000 parts per million (ppm), with evidence suggesting the ability to detect considerably smaller concentration differences. The novel application of a Bio-RFID electromagnetic platform technology accurately detects, measures, and quantifies specific molecules in liquid. While these findings have in vitro commercial applications, these proof-of-principle studies provide strong support for the application of Bio-RFID technology for non-invasive bio-monitoring of physiologically and medically relevant analytes, such as alcohol and glucose, in the human body. These studies were funded by a grant from Know Labs to Mayo Clinic. PB and JHA are employed by Know Labs. VKS and Mayo Clinic acknowledge a financial interest in Know Labs. This is the full abstract presented at the American Physiology Summit 2023 meeting and is only available in HTML format. There are no additional versions or additional content available for this abstract. Physiology was not involved in the peer review process.