Parny is an AIOps platform that helps engineering and operations teams understand, correlate, and respond to incidents across complex infrastructure environments. Parny ingests signals from existing monitoring tools and automatically discovers services and infrastructure components through built-in service discovery. It continuously maps real-time dependencies using its Domain Tree and Infrastructure Visibility capabilities, allowing teams to see how systems connect, where failures propagate, and what impact they create. Rather than treating alerts as isolated events, Parny correlates signals and transforms them into contextualized incidents. Alert and incident management workflows ensure that the right alert reaches the right responder with the correct operational context, reducing noise and accelerating resolution. By combining topology awareness, dependency intelligence, and response automation, Parny enables teams to move beyond reactive monitoring toward operational clarity. It supports modern distributed environments including microservices, containers, and hybrid cloud infrastructure without requiring replacement of existing observability investments. This approach helps organizations improve reliability, reduce alert fatigue, strengthen ownership visibility, and maintain service health at scale.