GCP Production-Ready AI with Vertex AI and Cloud Run

End-to-end production AI architecture on Google Cloud featuring Vertex AI for model training and serving, Cloud Run for API endpoints, Cloud Storage for training data, BigQuery for analytics, and Cloud Monitoring for observability. Includes Cloud Armor for security and Pub/Sub for async event proces…

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About This Architecture

End-to-end production AI architecture on Google Cloud featuring Vertex AI for model training and serving, Cloud Run for API endpoints, Cloud Storage for training data, BigQuery for analytics, and Cloud Monitoring for observability. Includes Cloud Armor for security and Pub/Sub for async event processing. Fork this diagram on Diagrams.so to customize the ML pipeline stages or add additional model serving endpoints for your AI workload. Source: https://cloud.google.com/blog/topics/developers-practitioners

GCP Production-Ready AI with Vertex AI and Cloud Run

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Created by

March 14, 2026

Updated

March 30, 2026 at 4:18 AM

Type

architecture

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