Cognitive Insights™, introduced by Logz.io, is an innovative artificial intelligence technology designed to enhance log analysis for DevOps and IT Operations teams by addressing the challenges associated with traditional log analysis methods. The technology integrates machine learning and human interactions to transform the arduous manual process of log analysis into an automated, scientific approach, providing actionable insights on context, severity, and relevance. Traditional anomaly detection methods, which often result in false alerts and fail to effectively identify errors in modern applications, fall short in comparison to Cognitive Insights™. This platform uses Unified Machine Intelligence (UMI™) to correlate human interactions with log data, drawing insights from forums, search engines, and issue tracking platforms to present enriched information to users. The approach allows engineers to leverage collective knowledge from the web, facilitating faster and more efficient problem resolution.