ML-Feature-Governance
Bring your feature stores into the same Governance framework as the rest of your data.
ML Features sind ein Governance-Blindspot
ML Feature Stores sind schnell wachsende Daten-Assets, aber die meisten Governance-Tools ignorieren sie.
Fehlende Feature-Dokumentation
Features fehlt oft der geschäftliche Kontext.
No Qualität Oversight
Bad features silently degrade model performance. There's no automatisiert check for data drift, staleness, or schema changes.
Qualitäts-Kettenreaktionen
Features derived from personal data often lack proper classification, creating Compliance blind spots for regulated industries.
Feature Stores, Governed
Qarion connects to your feature stores (Feast, Databricks, Vertex AI, SageMaker) and catalogs every feature group alongside your databases, Dashboards, and dbt models. Same Governance, same lineage, same Qualitätsprüfungen.
- Automatische Entdeckung und Katalogisierung von Feature Store Assets
- End-to-End Lineage: Rohdaten → Features → Modelle
- Qualitäts-Scores und Trendverfolgung pro Feature
- Herkunft tracking from source tables → features → models
- Qualität checks on feature freshness and value distribution
Unterstützt durch
Govern Features Like Data Products
See how Qarion brings feature store Governance into one unified platform.