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Google Vertex AI Integration with PointGuard AI

PointGuard AI Integration with Google Vertex AI

Enhances security and governance for AI development on Vertex AI

PointGuard ASPM consolidates data from the Google AI Security tool, along with many other sources, providing risk-based prioritization and remediation

AI pipeline visibiliy

Ingests data from Google Vertex AI

AI threat detection

Consolidates and deduplicates findings

AI DLP protection

Normalizes scoring and correlates events

Agentic access control

Prioritizes critical threats based on business context

Automates notification, ticketing, and remediation

See It In Action

The PointGuard platform ingests AI Security data from Google Vertex AI and aggregates it with security data from hundreds of other vendors. The solution automatically consolidates and deduplicates findings to reduce noise. Risk scoring is normalized across tools, and threats are correlated across attack surfaces.

PointGuard’s advanced contextual risk scoring prioritizes all results factoring in your business context. This includes, but goes far beyond traditional CVSS scoring, prioritizing the most critical vulnerabilities based on severity, exploitability, asset criticality, data classification, and network exposure. The results can eliminate more than 95% of noisy, redundant, and non-critical issues, so you can focus on what matters most.

PointGuard’s intuitive dashboard provides both executive summaries and technical views allowing you to drill-down and see the details or roll-up views across applications, business units or organizations.

Using data from Google and other third-party products, PointGuard also maps software dependencies across the entire application hierarchy including libraries, microservices, applications, and hosts.

For more information about our integration with Google Vertex AI please contact our product experts or schedule a live demo.

Secures Vertex AI environments with full lifecycle visibility, governance, and automated remediation.

Key Benefits

  • Secures AI pipelines and models
  • Detects misconfigurations and over-permissioning
  • Enforces governance and compliance
  • Enables automated remediation workflows

Description

PointGuard AI integrates with Google Vertex AI to provide security and governance across AI development pipelines and model deployment. Vertex AI enables organizations to build, train, and deploy machine learning models at scale, but introduces complexity across configurations, access control, and data usage.

PointGuard delivers visibility into models, pipelines, datasets, and services, helping organizations understand and manage risk across the AI lifecycle.

By combining PointGuard AI with Vertex AI, organizations can:

  • Discover AI assets across projects and environments
  • Detect misconfigurations and excessive permissions
  • Enforce governance policies across pipelines and deployments
  • Monitor activity for threats and anomalous behavior
  • Automate remediation workflows integrated with ticketing systems
  • Strengthen security across model development and deployment

PointGuard AI enables secure, scalable AI innovation on Vertex AI with continuous monitoring, governance, and automated protection.

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