This deployment guide provides a step-by-step implementation plan for applying Palo Alto Networks’ security solutions to AI workloads on GCP. It includes prerequisites, Terraform scripts, and configuration instructions for deploying Prisma Cloud, CN-Series firewalls, and Cloud NGFW in GKE and Cloud Run environments. The guide covers workload scanning, policy creation, runtime defense, and CI/CD integration. The workflow details the end-to-end security flow from source code to runtime monitoring. By following this approach, teams can operationalize AI runtime protection with minimal disruption and ensure compliance, visibility, and attack surface reduction across cloud-native AI infrastructures.

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