BigPanda deduplicates and correlates alerts to clarify issues, integrates seamlessly with platforms via webhook/REST API, and consolidates alerts in one interface. Using AI/ML, it enhances alert management. While analytics and usability require improvement, integration betterment is needed for observability. The ingestion pipeline faces delays with large-scale data. Enhancements in the planned maintenance feature are necessary. Despite these areas for improvement, BigPanda significantly reduces noise, improving incident management efficiency.