System Health & Drift Alerting

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Statistical Data Drift Analysis

Real-time comparison of training baseline distribution versus live serving traffic.

Drift Detected

Average PSI Grade

5.9808

/ 0.200 Threshold

Feature Distribution Matrix

Feature Vector KS p-value PSI Score Status
lag_1 0.000000 9.4351 SIGNIFICANT
lag_2 0.000000 8.3672 SIGNIFICANT
lag_3 0.000000 8.2507 SIGNIFICANT
lag_6 0.000000 7.0040 SIGNIFICANT
lag_12 0.000000 6.7091 SIGNIFICANT
lag_24 0.000434 4.1722 SIGNIFICANT
rolling_mean_5 0.000000 9.3103 SIGNIFICANT
rolling_mean_10 0.000000 8.1002 SIGNIFICANT
rolling_std_5 0.572807 0.3615 SIGNIFICANT
rolling_std_10 0.022421 0.4521 SIGNIFICANT
RSI 0.000012 2.9845 SIGNIFICANT
moving_average_10 0.000000 8.1002 SIGNIFICANT
moving_average_20 0.000000 7.9286 SIGNIFICANT
volume 0.000196 2.5550 SIGNIFICANT

Alert Notifications

- ERROR - [DATA_DRIFT] Distribution shift detected in input features.

2026-03-06 11:47:16