La supervisión del modelo es la observación continua del rendimiento, entradas, salidas, deriva, errores, latencia y salud operativa de un modelo desplegado. Ayuda a detectar degradación, uso indebido, sesgos, problemas de seguridad y condiciones que requieren reentrenamiento o intervención.
Vertex AI Model Monitoring is a service that continuously evaluates the performance of deployed models by detecting feature skew and drift in prediction requests, helping to maintain model quality over time. For more information, see Introduction to Vertex AI Model Monitoring.
Operational tracking of model quality, drift, latency, cost and safety incidents in production.