ConicIT’s predictive analytics engine learns system behavior patterns over time and proactively collects diagnostic data before performance problems fully materialize, enabling first-fault problem resolution. By detecting anomalies in CPU behavior, database resource contention, and transaction patterns, ConicIT provides system programmers with comprehensive causal analysis and relevant monitoring data at their fingertips—making diagnosis significantly easier without adding noticeable system load.