Klavis.ai is an enterprise-grade AI observability agent that unifies logs, metrics, traces, and events into a single AI-driven layer. It supports connectors for Prometheus, Elastic, Grafana, AWS CloudWatch and more. Teams can ask natural-language questions about system health, receive instant anomaly alerts, and get guided remediation steps. Its AI models correlate data across services to pinpoint failures, reduce alert noise, and proactively surface performance issues before they impact users.

BigPanda is an AI-driven incident management platform designed to automate the process of resolving IT incidents. By leveraging machine learning and big data analytics, it correlates alerts from various monitoring tools, thus minimizing noise and identifying actionable incidents. Organizations can enhance their operational efficiency and reduce downtime while providing better service reliability by employing BigPanda’s intelligent automation capabilities.