In July's partner spotlight, PagerDuty highlights its integrations with FreshService, Instana, and PepperData, each offering unique enhancements to incident management solutions. FreshService improves incident management by consolidating and prioritizing alerts in collaboration with PagerDuty, streamlining processes for DevOps teams with features like on-call scheduling and multi-channel notifications. Instana addresses the issue of alert noise by automatically modeling application architectures, reducing unnecessary alerts while integrating with PagerDuty to maintain effective incident management. PepperData focuses on providing granular alerts for Hadoop performance issues, allowing users to turn numerous metrics into actionable alerts via PagerDuty, thus offering deeper insights into cluster performance and ensuring timely incident responses. Together, these integrations with PagerDuty enable improved operational efficiency and response to IT challenges.