DIAGNOLY is a pioneer in the application of computational physics methods powered by deep learning algorithms to the domain of obstetric ultrasound. Our aim is to help clinicians to address problems related to the obstetric ultrasound by improving the fetal diagnostics and simplifying the decision making. Our solutions precisely define fetal biometric key parameters and help diagnosticians with detection of prenatal pathologies and congenital defects from the earliest weeks of pregnancy.