DF mSignal AI is a powerful signal management system for drug, cosmetics, vaccines, nutraceuticals,food supplement and medical devices, that offers advanced, accurate and comprehensive coverage of signal detection and risk management. Based on product-event combinations, DF mSignal AI provides a powerful set of analytics and insights that enable active and passive surveillance of signals. Statistical scores are automatically generated from safety data ingested from multiple regulatory agency portals and company safety database/s. Multi-format data representations enable users to monitor potential risks and generate signal reports collaboratively.