Cloud-Native AI Security

Google Cloud

Sensitive Data Protection, Model Armor, and Vertex AI guardrails.

About Google Cloud

Google Cloud provides Model Armor (LLM safety filters), Sensitive Data Protection (DLP for prompts and outputs), and Vertex AI safety attributes. Native integration with Vertex AI and Gemini for Workspace.

AI security capabilities offered by hyperscalers and platform vendors as part of broader cloud or security suites.

Products

Google Cloud products and platform components

Direct links to the vendor's product pages. Last reviewed 2026-05-07.

Model Armor

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LLM input and output safety filters as a managed service.

Sensitive Data Protection

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PII detection and redaction for AI pipelines.

CWS engagement

How CWS works with Google Cloud

CWS helps customers evaluate, deploy, and operate Google Cloud products as part of an AI security program. Engagements span vendor selection, proof-of-concept design, integration with existing controls, day-2 operations, and exit planning if the fit changes over time.

CWS does not resell Google Cloud. The recommendation is honest, evidence-based, and tied to the customer's posture gaps — not to channel economics.

Engage CWS on Google Cloud

Not sure if Google Cloud fits your gaps?

The free AI Posture Check scores your security across six dimensions in 10 minutes. Use the result to shortlist vendors that fit your actual posture — not the loudest demo.

Take the AI Posture Check