Unified observability, governance, and threat protection for any agent on any platform.
As AI adoption accelerates, the most critical agents become the most vulnerable. Zenity gives security teams the clarity and confidence to adopt AI responsibly, without slowing innovation.
Discover and inventory AI agents across all platforms with clear insight into ownership, permissions, integrations, and runtime behavior.
Apply secure-by-design policies to agent configurations, permissions, tool access, and memory before deployment, reducing exposure before agents run.
Monitor step-level agent execution, correlate behavior with context, and enforce inline controls to stop unsafe actions before they impact the business.
Zenity connects signals across the agent ecosystem to give security teams a unified, intent-aware view of activity and emerging risk.
Know which agents exist, who owns them, what they can access, and how they behave across your environment.
Enforce guardrails early to prevent risky configurations and over-permissioned agents from reaching runtime.
Correlate configuration, permissions, and runtime behavior to surface intent-driven risk - not isolated alerts or noise.
Detect and respond with full context of agent execution paths, enabling faster identification and mitigation of sophisticated threats.
Apply consistent governance and enforcement across environments to support AI adoption without expanding the attack surface
“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
Security and governance across all environments - SaaS, -grown agentic platforms (Cloud), and end-user devices (Endpoint) - with unified visibility, policy control, and threat prevention.
Zenity Labs delivers original research, threat intelligence, and hands-on experimentation focused on the emerging risks of AI Agents. From real-world attack techniques to prompt injection patterns and policy best practices, our team explores what others haven’t so you can secure what’s .
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Secure AI Agents with Confidence Get unified observability, governance, and real-time threat protection over agents across your enterprise.
Zenity continuously monitors agent activity at runtime, breaking interactions into granular steps and flagging suspicious behavior including prompt injection, data leaks, and over-permissioned actions. You get visibility into what the agent sees, does, and why all in near real time.
Yes. Zenity’s Detection & Response engine identifies both direct and indirect prompt injection attempts, mapping them to frameworks like OWASP and MITRE ATLAS. You can block or respond automatically using policies or APIs.
Zenity provides full inventory and attribution of AI agents across platforms including who created them, what tools they use, and what systems they access. You can drill into user roles, permissions, and runtime activity to track usage and uncover shadow AI.
Absolutely. Zenity identifies when AI agents access or expose PHI, PII, PCI, or hardcoded secrets (whether in prompts, responses, or agent-triggered actions) and enables you to flag, redact, or block unsafe behavior before it spreads.
From misconfigured Copilots to rogue plugins and poisoned context, Zenity protects against prompt-based attacks, data leakage, lateral movement, overreach, and third-party exploits - across SaaS, cloud, and endpoint environments.
The full story
This article is one source in a clustered incident — the cluster page carries the summary, timeline and every other outlet covering it.
