Company Overview Each year, hundreds of thousands of Americans are injured or fatally harmed by adverse drug events (ADE) and erroneous prescriptions. MedAware’s medication surveillance technology identifies ADEs and eradicates catastrophic medication errors by applying advanced machine-learning algorithms, and outlier detection mechanisms similar to fraud detection solutions in use by financial institutions worldwide.