Statistical Analytics Agent

The Analytics Agent performs comprehensive statistical analysis including time series trend detection, year-over-year comparisons, percentile rankings, and anomaly flagging. It implements self-correction capabilities that cross-validate findings against historical patterns, removing false positives and improving confidence (from 78% to 94% in typical executions). The agent provides feedback to other agents (e.g., highlighting M&A practice with warning indicators for the Visualizer) and tracks impact scores for applied corrections.