GynTools is a company that has developed a product called Gyni, which is an automated, accurate point-of-care diagnostic system designed to rapidly and accurately diagnose vaginitis. Gyni is able to detect the seven most common vaginitis-causing conditions within minutes, streamlining the care process and improving the patient experience. The system leverages machine learning for diagnosis and can be operated by various staff members, such as nurses and support staff. It aims to reduce misdiagnosis, which can lead to severe health complications, by providing conclusive results during the first patient visit, thus eliminating unnecessary follow-up appointments and enabling immediate treatment. Gyni’s process involves a single vaginal swab, analysis using a desktop scanner, and AI processing in a HIPAA/GDPR-compliant cloud environment, with results delivered to a clinician’s web application within five minutes.