A Unified Platform for AI Agent Visibility, Runtime Security, and Governance

Discover, Govern, and Secure AI Agents Across Your Enterprise

Shadow AI on laptops. Agents across cloud APIs, SaaS, and databases. MCP servers in the cloud. Securden finds them, governs them, enforces runtime security, and red teams them. All of it.

20th Century Studios
Harvard Medical School
Veeam
EASA
Academy Bank
BigBasket
Coca Cola
General Dynamics
Mitsubhishi Electric
NASA
NHS
Shell
IKEA
Western Australia
20th Century Studios
Harvard Medical School
Veeam
EASA
Academy Bank
BigBasket
Coca Cola
General Dynamics
Mitsubhishi Electric
NASA
NHS
Shell
IKEA
Western Australia

AI agents are acting inside your enterprise — without control

AI agents execute tasks across endpoints, SaaS, and cloud—using identities, calling APIs, moving data. Most organizations can't see them. Fewer can control them. Almost none can stop unsafe actions at runtime.

Shadow AI is expanding

Employees deploy agents outside security controls.

Agents inherit too much access

Creator-level privileges. Excessive and never revoked.

Certificates & Trust Identities

Digital certificates enabling encryption, authentication, and secure connections.

No runtime control

Once an agent acts, most tools cannot intervene or stop it.

AI risk spans every layer

Endpoint AI Layer

Local agents, developer tools, and Shadow AI on user devices. 

SaaS AI Layer

Business-created agents embedded in SaaS platforms. 

Cloud AI Layer

Homegrown agents across APIs, infrastructure, and services. 

Tooling Layer (MCP / APIs)

External tools and services invoked by agents.

Data Layer

Databases, files, and enterprise knowledge accessed by AI.

Identity Layer

Human and non-human identities driving agent execution.

One control plane for AI security and governance

AI agents require a new control layer: real-time governance. That means connecting discovery, identity, policy, security, and runtime enforcement into a single system.

AI Discovery & Mapping

Discover agents, tools, identities, and data flows across environments.

Shadow AI Detection & Control

Detect and restrict unauthorized AI tools and usage.

Runtime Security Enforcement

Monitor and stop risky AI agent behavior in real time with dynamic policy enforcement.

AI Governance & Policy Control

Define and enforce what agents can access, which tools they can use, and under what conditions they operate.

Identity & Privilege Control for AI

Extend least-privilege principles to AI agents using JIT, context-aware access tied to identity and behavior.

AI Red Teaming

Continuously test agents, toolchains, and MCP servers for vulnerabilities such as prompt injection, credential leakage, and unsafe execution paths.

Securden: Purpose-built AI agent security—
beyond traditional controls

One platform for endpoint AI control, runtime protection, continuous red teaming, and intelligent privilege management.

Agent Governance & Execution Control

AI Agent Identity & Credential Governance

Track agent credentials, ownership, and access risks. Detect stale identities.

Agent Allowlisting & Execution Control

Control which AI agents and executables are allowed to run.

AI Tool & Resource Control

Restrict access to web search, code execution, APIs, and files.

Context-Aware & JIT Access

Extend least-privilege principles to AI agents using JIT, context-aware access tied to identity and behavior.

Runtime Security & Administration

Real-Time Observability

Track agent activity across systems and environments. 

Data Redaction Gateway

Mask/block secrets, PII, financials before sending to AI models.

Cloud API Guardrails

Scope agent actions to specific S3 buckets, Salesforce objects, etc.

Anomaly Detection

ML-driven detection of agent behavioural drift & data exfiltration attempts.

AI Red Teaming

Automated Vulnerability Discovery

Identify weaknesses in agents and MCP servers. 

Prompt Injection Scanner 

Detect jailbreak attempts & indirect prompt injection risks.

Credential Exposure Prevention

Ensure secrets are never exposed to AI workflows.

Inline Threat Prevention

Stop unsafe actions before they execute.

How it works

how it works

Discover agents, tools, and identities across your environment

Map permissions, data access, and execution paths

Enforce policies at runtime based on context and risk

Block or allow actions in real time

Continuously test systems via automated red teaming


This creates a continuous control loop for AI systems—not just monitoring, but enforcement.

Built for real-world AI deployments

From developer environments to enterprise automation workflows, Securden secures AI agents wherever they operate. It adapts to diverse use cases across industries and teams.

Developer AI Assistants

Control coding agents accessing repositories, systems, and tools.

IT & Operations Automation

Govern AI agents managing infrastructure and operational workflows.

Sensitive Data Access Control

Prevent AI agents from overexposing sensitive business and customer data.

Data & Analytics Workflows

Restrict AI access to databases, datasets, and analytics platforms.

SaaS & Enterprise Integrations

Secure AI-driven workflows across SaaS and enterprise applications.

Autonomous AI Systems

Govern multi-step AI agents operating across environments.

Confidently scale AI—without expanding risk

Embrace AI innovation while maintaining strict security and governance. With Securden, every agent operates within defined, enforceable boundaries.

Eliminate Uncontrolled AI Agent Activity

All AI actions are governed and policy-bound.

Prevent Data Leakage

Prevent unauthorized access and exposure of sensitive data.

Gain Full Visibility into Agent Behavior

Track and audit every AI action in real time.

Reduce Attack Surface Across Systems

Limit agent permissions to only what is required.

Continuously Validate Security Posture

Enforce policies and detect drift continuously.

Strengthen Compliance

Meet regulatory requirements with built-in governance controls.

AI governance lives inside the Securden identity security platform.

AI governance doesn't stand alone. It's a core module of the Securden Unified Identity Security Platform— bringing AI agents under the same control plane as users, machines, and privileged access.

One control plane for users, machines, and AI.

Least privilege enforced on every agent action.

Credentials discovered and rotated in real time.

Full visibility across enterprise audit trails.

No add-ons. No silos. Just native identity security for AI.

One control plane
Least
privilege
Credentials
Full
visibility
No
add-ons.
Securden Identity Security Platform

See how Securden secures AI agents and
MCP access from day one.

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Why Securden

Most security tools were built before autonomous AI. They focus on endpoints, cloud, or identity in isolation, leaving a gap for AI-driven environments. Securden is built to close that gap.

AI Moves Across Layers.

AI agents move across layers. Securden is one control plane built for that—no stitching.


Identity is the Lever.

Every AI agent acts through an identity. Securden extends least privilege and lifecycle control to AI directly.


Real-time Control Matters.

Others detect after the fact. Securden blocks unsafe actions and data exposure live.


Point Tools Don't Work.

No more cobbling IAM, DLP, and CSPM for AI. Securden unifies them in one AI-native system.


Shadow AI is Already Real.

Agents are already in use. Securden discovers and governs them—no waiting for planned rollouts.


Control Shouldn't Block AI.

Securden enables safe scaling with policy-driven control, not friction.

FAQ – AI Agent Security & Governance

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What is AI agent runtime security?

AI agent runtime security is the ability to monitor, intervene, and block autonomous AI actions in real time—not just after the fact. Unlike traditional security tools that log activity, runtime security enforces policies as agents execute tasks, stopping unsafe API calls, data exfiltration, or privilege escalation the moment they occur.

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How does Securden detect shadow AI?

Securden discovers shadow AI by scanning endpoints, cloud APIs, SaaS platforms, and network traffic for unauthorized AI agents, developer tools, and MCP servers. It identifies agents employees deploy without security approval—including coding assistants, automated workflows, and browser-based AI tools—and brings them under governance.

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What is AI agent governance?

AI agent governance defines and enforces what AI agents can access and do. It includes policies for tool usage, data access, identity control, and operational boundaries.

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What is MCP server security?

MCP (Model Context Protocol) servers are external tools AI agents invoke to access data or execute actions. Securden secures MCP servers by discovering them, mapping their permissions, enforcing allowlisting, red-teaming for vulnerabilities (e.g., prompt injection), and blocking unsafe invocations at runtime.

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Can Securden stop an AI agent mid-action?

Yes. Unlike monitoring-only tools, Securden enforces real-time controls—blocking or quarantining an agent's action before it executes. For example, if an AI agent attempts to read a sensitive database or call an unauthorized API, Securden intervenes immediately based on pre-defined policies.

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How is AI agent governance different from identity governance?

Identity governance controls what a human or machine identity can access. AI agent governance controls what an autonomous agent does with that access—including tool usage, data transformation, and multi-step workflows. Securden unifies both by extending least privilege, JIT access, and privilege lifecycle management to AI agents directly.

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Does Securden work with existing SIEM or SOAR tools?

Yes. Securden generates real-time audit trails, logs, and alerts that integrate with SIEM (Splunk, Sentinel, QRadar) and SOAR platforms. It also exposes APIs for custom automations and incident response workflows.

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What types of AI agents does Securden support?

Securden supports:

  • Developer AI (e.g., GitHub Copilot, Cursor, Cody)
  • SaaS-embedded agents (e.g., Salesforce Einstein, ServiceNow AI etc.)
  • Homegrown agents (e.g., Python/LangChain scripts, AutoGPT)
  • Autonomous workflows (e.g., n8n, Zapier AI, custom orchestrators)
  • MCP servers and API-calling agents

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How does Securden prevent prompt injection attacks?

Securden's AI Red Teaming module includes an automated prompt injection scanner that tests agents and MCP servers for jailbreak attempts, indirect injection, and credential leakage. At runtime, its data redaction gateway masks sensitive data before it reaches the AI model, blocking injection payloads.

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Can I enforce least privilege for AI agents without breaking workflows?

Yes. Securden uses context-aware JIT (Just-In-Time) access—granting temporary, auto-revoking permissions based on the agent's task, identity, and risk score. Policies can be tested in monitor-only mode before moving to enforcement, ensuring no disruption to legitimate automation.

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Is Securden a separate product or part of an existing platform?

Securden's AI governance is a native module of the Securden Unified Identity Security Platform—not an add-on or silo. It shares the same control plane for users, machines, and AI agents, enabling unified audit trails, credential management, and policy enforcement across all non-human identities.

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Can I enforce least privilege for AI agents without breaking workflows?

Most organizations see initial discovery results within hours, not days. Securden scans endpoints, cloud APIs (AWS, Azure, GCP), SaaS platforms, and network traffic to produce an inventory of active AI agents, their permissions, and data access paths—no agents required on every laptop.

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What compliance standards does Securden help us meet?

Securden helps meet SOC2, ISO 27001, GDPR, HIPAA, PCI DSS, and NIST requirements by providing:

  • Audit trails of all AI agent actions
  • Access governance and least privilege enforcement
  • Data redaction for PII/financial data
  • Continuous security posture validation

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