Secure Google Vertex AI Agents Across the Full Risk Spectrum
Govern and protect agents built on Google Vertex AI with full-lifecycle visibility, policy-driven guardrails, and detection and response from buildtime to runtime.
Google Vertex AI Security Best Practices to Safeguard AI Agents
Agents built in Google Vertex AI can pull sensitive data, invoke external APIs, and chain actions in ways that are difficult to monitor with native tools alone. Zenity gives security teams a single pane of glass to discover, govern, and protect these agents even as projects move quickly.
See what’s really happening
Follow each agent’s execution path (prompts, memory access, data access, tool calls, and outputs) to flag anomalies and policy violations early.
Enforce design-time guardrails
Apply least-privilege and trusted-endpoint rules to agents, tools, and data sources so unsafe configurations never reach production.
Stop harm in motion
Detect intent (not just strings) and block risky steps, like covert exfiltration or tool abuse, inline, without taking safe work offline.
How Zenity Secures Google Vertex AI Across Multiple Risk Types
End-to-End Observability for Vertex AI agents
Automatically surface all agents teams are building on Vertex AI, along with their tools, datasets, and API connections. Behavioral baselining lets you spot unusual access patterns or action chains before they escalate.
Key Features
Unified inventory of Vertex-built agents (including unpublished or shadow work) with ownership and purpose
Mapping of tools, datasets, and outbound connections per agent
Behavioral baselining to highlight drift, anomalies, and runtime-policy violations
Trusted by Forward-Looking Security Leaders
“With Zenity we were able to build a program to remediate existing vulnerabilities with a product that relies on self service and auto-fix so we can scale.”
Existing vulnerabilities remediated within 4 months with 2 FTEs
Tenant grew over 12 months
“We needed a way to partner with the business. Zenity gives us confidence to continue enabling our employees to innovate with AI Agents and applications.”
People developing these systems are not professional developers
Instances of agents and apps that were shared across the entire org
"Zenity provided a preventative layer to proactively reduce security violations of our Agentic AI use. As a result, we saw tremendous growth in cross-departmental adoption of AI Agents."
Reduction in security violations
High-risk violations automatically remediated
"With Zenity, we identified and managed risks from a huge attack surface containing over-shared resources that had access to sensitive data, DLP bypass routes, and misconfigured AI Agents."
Risk reduction across the tenant containing 150k+ total resources
Growth in agent, app, and automation volume
“With Zenity we were able to build a program to remediate existing vulnerabilities with a product that relies on self service and auto-fix so we can scale.”
Existing vulnerabilities remediated within 4 months with 2 FTEs
Tenant grew over 12 months
“We needed a way to partner with the business. Zenity gives us confidence to continue enabling our employees to innovate with AI Agents and applications.”
People developing these systems are not professional developers
Instances of agents and apps that were shared across the entire org
"Zenity provided a preventative layer to proactively reduce security violations of our Agentic AI use. As a result, we saw tremendous growth in cross-departmental adoption of AI Agents."
Reduction in security violations
High-risk violations automatically remediated
"With Zenity, we identified and managed risks from a huge attack surface containing over-shared resources that had access to sensitive data, DLP bypass routes, and misconfigured AI Agents."
Risk reduction across the tenant containing 150k+ total resources
Growth in agent, app, and automation volume
“With Zenity we were able to build a program to remediate existing vulnerabilities with a product that relies on self service and auto-fix so we can scale.”
Existing vulnerabilities remediated within 4 months with 2 FTEs
Tenant grew over 12 months
“We needed a way to partner with the business. Zenity gives us confidence to continue enabling our employees to innovate with AI Agents and applications.”
People developing these systems are not professional developers
Instances of agents and apps that were shared across the entire org
"Zenity provided a preventative layer to proactively reduce security violations of our Agentic AI use. As a result, we saw tremendous growth in cross-departmental adoption of AI Agents."
Reduction in security violations
High-risk violations automatically remediated
"With Zenity, we identified and managed risks from a huge attack surface containing over-shared resources that had access to sensitive data, DLP bypass routes, and misconfigured AI Agents."
Risk reduction across the tenant containing 150k+ total resources
Growth in agent, app, and automation volume
Analyst Recognition & Research Coverage
Forrester AI Governance Solutions Landscape
Forrester has included Zenity in their "AI Governance Solutions Landscape, Q2 2025," recognizing leading vendors that assist enterprises in securing and governing their AI initiatives.
White Papers
Transform Your AI Governance with Gartner’s TRiSM Market Guide
Gartner has named Zenity as a Representative Vendor for the 2025 Market Guide for AI TRiSM
White Papers
AI Agent Security Summit 2025
EventsStart Securing Your
AI Agents Today
Your AI is already live. Is your security catching up?Zenity brings observability, enforcement, and protection under one roof.
Get a DemoA set of best practices and Google Cloud-native security controls to protect data, models, and AI pipelines in Google Vertex AI.
Restricting access with IAM, encrypting data with CMEK, applying VPC-SC perimeters, and enabling audit logging.
Data residency, CMEK, VPC Service Controls, and Access Transparency, with availability varying by feature.
Implement AI guardrails, enforce encryption, monitor usage in real time, and isolate high-risk endpoints.