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Executive-ready AI Security Assessment for teams that need clear scores, trustworthy reports, and a clean path from insight to action.

Release 18.7
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Google Cloud
Verified
Vendor Profile

Google Cloud

Google Cloud

Cloud AI platform with model operations, security posture visibility, and data controls.

Last reviewed
2026-07-25
Website
cloud.google.com
AI GovernanceAI Security Posture ManagementModel MonitoringData Classification

Company

Google Cloud

Headquarters

Mountain View, California, United States

Founded

2008

Enterprise Focus

Cloud AI platform with security, governance, model tooling, and data controls.

Deployment Models

SaaS, Cloud, Hybrid

Supported Clouds

Google Cloud, Multi-cloud

Target Customers

Enterprise AI platform teams, Cloud security teams, Data governance teams

Supported AI Models

Gemini models, Open models, Customer-hosted models

Products

Vertex AIModel ArmorSecurity Command CenterCloud DLP

Primary Use Cases

  • - Model deployment
  • - AI governance
  • - Data protection
  • - Monitoring

Capabilities

Model operationsData controlsSecurity posture visibilityCloud telemetry

Framework Mapping

NIST AI RMFISO/IEC 42001ISO 27001

Strengths

  • - Strong cloud-native tooling
  • - Integrated model operations
  • - Enterprise data controls

Limitations

  • - Architecture differs across service combinations
  • - Cross-cloud governance needs planning

Official Sources

  • Vertex AI
  • Security Command Center
  • Cloud DLP

Data Freshness

Last reviewed: 2026-07-25

This record is within the current 90-day review window.

Integrations

  • - Vertex AI
  • - Cloud Logging
  • - Cloud DLP
  • - BigQuery

Commercial Profile

Cloud consumption and subscription pricing.

Suitable for enterprises standardizing on Google Cloud AI services.

Enterprise Architecture

Best positioned as a cloud platform layer: Users -> Identity -> Google Cloud controls -> Vertex AI -> Logging -> SIEM.

Users
→
Identity
→
AI Platform
→
Google Cloud
→
Evidence Store
→
GRC
→
SIEM

Research Links

Relevant Research

AI Governance Platforms: 2026 Market GuideVendor Intelligence FrameworkAI Security Posture Management: 2026 Market GuideEnterprise AI Architecture EvolutionAI DSPM: 2026 Market Guide

Framework Articles

AI Compliance and Framework Research OutlookVendor Intelligence Framework

Threat Intelligence

Future AI Governance Trends 2026Top Enterprise AI Trends 2026

Learning Resources

NIST AI RMFISO/IEC 42001OWASP LLM Top 10MITRE ATLASCSA AI ControlsEU AI Act

Related Vendors

Compare vendors
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Microsoft

Microsoft

Broad enterprise AI platform with identity, data protection, governance, and security controls.

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Wiz

Wiz

Cloud security posture and workload risk visibility for cloud-hosted AI environments.

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Noma Security

Noma Security

AI security posture, governance, and discovery workflows for enterprise AI programs.

Related Vendor

Microsoft Purview

Microsoft

Data governance, data cataloging, data security posture, and compliance evidence.

Product names, logos and brands are property of their respective owners and are used for identification purposes only.

SAIS
SecureAIScore™
Assess. Download. Improve.

Executive-ready AI Security Assessment for teams that need clear scores, trustworthy reports, and a clean path from insight to action.

Release 18.7
Product
  • Assessment
  • Benchmark
  • Methodology
  • Pricing
  • Workspace
Company
  • Company
  • About
  • Contact
  • FAQ
  • Roadmap
Legal
  • Privacy Policy
  • Terms of Service
  • Cookie Policy
  • Release Notes
  • Documentation
For Yourself. For Your Team. For Your Enterprise.
© 2026 SecureAIScore™. All rights reserved.