Skip to main content

Lumera Data & AI Studio — Build trusted data. Deploy useful AI.

Research

Schema Sentinel

Detect data change before it breaks downstream systems.

Network of monitored and validated data schemas

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.