As enterprises operationalize AI, security teams face a new challenge: how to observe and govern AI agents that can access systems, interact with APIs, orchestrate workflows, and take action.
Today, Xage Security announced major enhancements to its Zero Trust for AI platform, delivering deterministic visibility and control over AI agents, LLMs, APIs, and enterprise resources. The launch introduces two key capabilities, Xage Agent Sentry and Xage Resource Gateway, designed to help organizations safely deploy autonomous AI in production across cloud, SaaS, on-prem, OT, and edge systems.
Unlike traditional AI security approaches that focus primarily on prompts and outputs, Xage observes and governs the actions AI actually takes, delivering visibility and control across the entire AI interaction chain.
Xage Zero Trust for AI is designed to help organizations move AI beyond the sandbox and safely into production environments, including long-running, closed-loop autonomous systems. The platform delivers deterministic visibility and control, just-in-time least-privilege enforcement, multihop identity and entitlement governance, secure interactions over MCPand resource APIs, AI lifecycle management, and rogue behavior detection with anomaly monitoring. Unlike fragmented AI security approaches, Xage unifies identity, enforcement, governance, and auditability from end to end.
AI Is Moving Faster Than Enterprise Security
AI agents are no longer confined to isolated pilots or sandbox environments. Organizations are increasingly connecting AI systems to APIs, SaaS applications, cloud infrastructure, databases, operational technology, and internal enterprise systems.
But most organizations still lack deterministic visibility into what agents are doing, what data they can access, and what actions they are allowed to take. Without strong enforcement, organizations risk:
- Unpredictable and unseen AI actions
- Unauthorized data access
- Privilege escalation
- Prompt injection attacks
- Rogue agent behavior
- Operational disruption
- Compliance violations
- Data exfiltration
Xage addresses these challenges with a unified Zero Trust architecture purpose-built for autonomous AI systems.
Introducing Xage Agent Sentry and Resource Gateway
The Xage Zero Trust for AI platform combines runtime AI governance with identity-centric access enforcement.
Xage Agent Sentry
Agent Sentry encapsulates AI agents wherever they run, monitoring and governing everything that enters and exits the agent. It provides deterministic visibility and control over prompts, tool usage, API calls, generated outputs, and local system interactions. Even if an agent becomes compromised, Agent Sentry blocks unauthorized actions and limits blast radius.
Xage Resource Gateway
Resource Gateway sits in front of enterprise resources, including APIs, SaaS applications, databases, cloud services, OT systems, and edge infrastructure, to govern how AI systems interact with them. Every interaction is protected with identity-based Zero Trust visibility and enforcement.
Together, these capabilities give organizations the ability to:
- See exactly what AI agents are doing
- Enforce least-privilege access
- Prevent unauthorized actions
- Maintain detailed audit visibility
- Secure long-running autonomous AI workflows
See Unified Zero Trust for AI in Action
To showcase the platform capabilities, we created a series of demo videos highlighting real-world AI governance and security scenarios.
Resource Gateway: Securing Access to Resources via MCP and API
This demo showcases how Xage Resource Gateway securely mediates access between users, AI systems, and MCP and API connected resources. Viewers will see how AI interactions with applications such as Jira and Apify can be governed with identity-based Zero Trust controls, enabling secure MCP and API connectivity, streamlined resource discovery, controlled access to external tools and services, identity-aware access mediation, and consistent policy enforcement across AI workflows.
Agent Sentry: Securing Autonomous AI Workflows
This demo provides a foundational look at how autonomous AI agents (OpenClaw in this example) operate within organization workflows and how Xage controls agent actions and provides visibility and governance. Controlling agent actions, such as allowing an agent to fetch a file but not write to a file is a critical part of Agent Sentry. By monitoring and controlling what agents can do, Xage secures a rogue or compromised agent from causing damage. It sets the stage for understanding how AI systems interact with tools, APIs, and enterprise resources in real-world environments.
AI Visibility and Governance
This demo focuses on the visibility and governance capabilities powered by Xage Zero Trust for AI. Viewers will see how tamperproof audit logs from Agent Sentry and Resource Gateway can be viewed within Xage or forwarded to SIEM platforms for centralized monitoring. Unlike tools that only monitor prompts and responses, Xage provides visibility into the actual actions agents take behind the scenes.
This demo also highlights agent behavior anomaly detection, policy violation alerting that allow teams to validate before enforcing policies, and Shadow AI detection that flags unauthorized or unknown agents interacting with enterprise resources.
Download the Technical Whitepaper
For a deeper look at how Xage secures agentic AI, download the whitepaper. The paper explores how organizations can apply identity-centric governance to AI environments, secure MCP and API communications, enforce runtime policies across autonomous workflows, protect enterprise AI infrastructure, and prevent privilege escalation and sensitive data leakage as AI systems move into production.
Join Our Upcoming Webinar
Join “Agents Gone Wild: The Security Risks of Unchecked AI Autonomy,” featuring Dr. Chase Cunningham, “DrZeroTrust,” alongside Xage Security’s Susanto Irwan and Vivek Doshi.
The session will cover the risks of scaling agentic AI, including over-privileged access, unauthorized actions, data leakage, and rogue agent behavior. Speakers will discuss why traditional AI defenses fall short for autonomous agents and how Zero Trust can help verify identity, enforce least privilege, govern agent actions, and maintain accountability.
Xage Security will also demonstrate its Zero Trust for AI solution, showing how organizations can gain visibility into agent behavior, detect rogue and shadow AI activity, and enforce policies across hybrid environments.
Register to learn how to safely accelerate AI adoption while maintaining visibility, governance, and control.
AI is moving quickly, but secure AI deployment requires deterministic visibility, governance, and control. Xage is helping enterprises move beyond experimentation and safely operationalize autonomous AI across cloud, SaaS, data center, OT, and edge environments.
