Qualytics is a creator of a data quality surveillance technology that monitors and actively defends against data pipeline tampering. The company's data firewall captures erroneous data at the source and prevents it from entering downstream data platforms, and it is combined with data pipelines, data flows, and a surveillance hub. It also uses machine learning to automatically create data rules and adapt those rules through supervised workflows, allowing firms to detect and respond to anomalies in real-time with active measures such as message-level quarantining. Qualytics was established in 2020 in Baltimore, Maryland.