Anomaly Detection Belongs in Your Database — built SIMD-accelerated isolation forests into Stratum's SQL engine [P]

We added native anomaly detection in Stratum, our columnar analytics engine for the JVM. Train and score isolation forest models entirely from SQL — no Python, no export pipeline: SELECT * FROM transactions WHERE ANOMALY_SCORE('fraud_model') > 0.7; 6 microseconds per transaction, SIMD-accelerated, r