Vertex AI

Vertex AI is the fully-managed, unified platform for building, deploying, and scaling Generative AI and custom ML models across Google Cloud.

Vertex AI unifies the entire machine learning lifecycle: data engineering, data science, and MLOps. The platform provides a single surface for all workloads, accelerating development with tools like Vertex AI Workbench (Jupyter notebooks) and native BigQuery integration. For Generative AI, you get immediate access to Google’s latest models, including Gemini 3, via Vertex AI Studio and Model Garden, featuring over 200 foundation models. MLOps is streamlined with Vertex AI Pipelines for workflow orchestration, Model Registry for version control, Feature Store for serving features, and robust Model Monitoring to detect training-serving skew and drift.

https://cloud.google.com/vertex-ai