In this continuation of our log analysis discussion, we shift from collection to interpretation—examining how different data sources support threat detection, forensic investigation, and compliance reporting. We explore how packet capture tools, vulnerability scanners, dashboards, and automated reports enrich raw logs with context, allowing for faster triage and incident understanding. Tools like Zeek, Wireshark, and Nessus help visualize patterns, reveal anomalies, and connect events that would otherwise seem unrelated. Dashboards provide at-a-glance insights for operational teams, while detailed logs support forensic analysts and auditors in reconstructing step-by-step attack chains. We also discuss the role of scheduled reports in compliance reviews, regulatory audits, and executive briefings. Logs are only useful if they’re transformed into insight—and this requires both the right tools and the right analytical mindset.