MLOps — Pipeline de ML en Producción

// Caso de Uso 06

Modelo de detección de fraude. Sistema de alto riesgo EU AI Act. Annex IV obligatorio.

MLOps Platform

Feature Store

Feast

Training

Airflow Pipeline

Model Registry

MLflow

Serving

FastAPI

Monitoring

Drift + Prometheus

EU AI Act Compliance — Sistema de Alto Riesgo

ART-9-1

Risk Management

ART-10-1

Data Governance

ART-12-1

Record Keeping

FRIA

Art. 27

Annex IV

obligatorio

intake

Notebooks como fuente

architect

Pipeline multi-componente

vigil

ML dependency hygiene

licit

FRIA + Annex IV + OWASP