Abstract: Embodiments described herein relates to a platform for infection surveillance that can assist infection preventionists and antimicrobial stewardship teams with infection detection rules and dynamic alerts by aggregating and processing infection surveillance data with contextual healthcare data regarding a facility, organization, and so on. The platform can enable proactive prevention of infection risks by detecting risk patterns in the data and generating alerts.