AHF Insights provides a unified reporting and correlation tool that collects diagnostic data from an AHF stack and generates an offline report. It captures information on system topology, insights like events and issues, and allows drilling down into specific components for root cause analysis. The report includes sections on the cluster summary, resources, databases, metrics, best practices, system changes, software recommendations, and detailed parameters for databases and kernels. It provides visualizations of events and metrics over time and detects operating system issues and configuration problems.