Data Leakage: Keep Your AI Agents From Spilling Sensitive Data
Zenity gives security teams the tools to discover sensitive data exposure, block high-risk data movements, and secure AI agents and workflows against leakage in real time.
Prevent Data Leakage Across the Modern Environment
Data leakage in AI agents can happen silently through prompt injections, unsafe retrievals, or poorly governed integrations. Zenity prevents data leakage by observing how agents interact with data, enforcing policy to prevent risky movement, and responding in real time when exposure is detected.
Trace your data at every step
Gain complete visibility into AI agent interactions, automations, and data connectors in near real-time.
Block untrusted destinations
Enforce connector, domain, and endpoint policies to stop data from leaving approved environments.
Respond automatically
Quarantine resources, revoke access, or stop flows to ensure data leak prevention.
Zenity Detects, Governs, and Defends Against Data Leakage
Watch every agent decision and data movement
Breaks down each agent interaction into step-by-step visibility on what data an agent accesses, where it sends it, and which tools or connectors are involved. This provides the forensic trail needed to identify potential leakage paths early.
Key Features
- Granular-level visibility into prompts, retrievals, and tool invocations
Activity correlated to the initiating user, agent, and application
Real-time telemetry from AI services like Microsoft 365 Copilot and Copilot Studio
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
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AI Agents Today
Your AI is already live. Is your security catching up?Zenity brings observability, enforcement, and protection under one roof.
Get a DemoData leakage is the unauthorized transfer of sensitive information to a third party, whether intentional or accidental, often due to misconfigurations, insecure systems, or insider threats.
Prevention combines continuous discovery, strict access controls, secure AI practices, and automated blocking of unsafe data transfers.
Information leakage refers to any exposure of sensitive data that could give adversaries insight into your systems, processes, or users.
Risks include regulatory fines, reputational harm, and operational disruption. Mitigation involves encryption, least-privilege access, data minimization, and AI-aware security measures.