Research
Schema Sentinel
Detect data change before it breaks downstream systems.

Schema Sentinel monitors schema drift (missing columns, type changes), statistical drift, and anomalies, to alert teams before an incident reaches production.
Status
Applied research
Benchmark result: 0.955 average F1 — evaluated across four public datasets.
