AI agent security

Deploy AI agents with confidence, not compromise

AI agents move fast and automate at scale. Silverfort keeps them secure from day one, so you can scale AI automation without expanding your attack surface.

AI agent security@2x
AI agent security

Deploy AI agents with confidence, not compromise

AI agents move fast and automate at scale. Silverfort keeps them secure from day one, so you can scale AI automation without expanding your attack surface.

AI agent security Mobile

AI agents drive innovation. But at what cost?

Enterprises deploy AI agents to accelerate workflows and unlock new capabilities. But as these agents integrate with critical systems, the lack of identity controls turns them into attack vectors with business-critical access.

AI agents drive innovation. But at what cost?

Enterprises deploy AI agents to accelerate workflows and unlock new capabilities. But as these agents integrate with critical systems, the lack of identity controls turns them into attack vectors with business-critical access.

Complete visibility. Real-time control. Zero friction.

Unify AI agent discovery, risk assessment, and least privilege enforcement in one platform. Secure agent access without slowing developers or rewriting workflows.

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Complete agent discovery and ownership

Continuously discover all AI agents—sanctioned or rogue—across IdPs, cloud platforms, and SaaS apps. Storyline graphs map owners, roles, and access paths for full visibility with no blind spots.

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Stop threats at point of action

Silverfort’s MCP gateway and native integrations monitor every agent call in real time, evaluating authorization scopes before execution to block privilege escalation, lateral movement, or unauthorized access.

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Deploy in days without disrupting developers

API-driven discovery requires no software or code changes. MCP enforcement integrates via a simple gateway redirect. Developers maintain velocity while security gains runtime control over agent behavior.

Real impact. Real security.

Critical AI agent challenges we solve every day

Real-world AI use cases, safety enabled

Critical AI agent challenges we solve every day

From shadow AI to complete control.

Auto-discover every AI agent across your environment

Silverfort connects to your IdPs (Entra ID, Okta), cloud platforms (AWS, Azure, GCP), and SaaS apps via read-only API to auto-discover every AI agent, including shadow and rogue deployments. The platform ingests identity and activity signals, normalizes the data, and builds a live agent inventory to deliver complete visibility from day zero. No blind spots. No manual tracking. 

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Bind each agent to a human entity

Bind each agent to a human identity

Silverfort maps each agent to its provisioning identity and human owner through visual storyline graphs showing roles, accessed resources, and permission chains 

Prioritize and neutralize high-risk AI agents

Silverfort calculates dynamic risk scores based on privilege level, data sensitivity, and behavioral anomalies. High-risk agents—overprivileged, orphaned, or accessing sensitive data—are surfaced first for immediate remediation.  

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Enforce access policy on every agent call at runtime

Gain control and stop actions before execution via multiple control planes.

MCP Gateway: The MCP clients are redirected to your Silverfort gateway tenant URL. The gateway enforces SSO through your IdP, correlating each agent session to a human entity. Every tool call hits the gateway first. Silverfort evaluates against Authorization Planes and Scopes, and denied calls are blocked at the gateway. Permitted calls forward to backend systems and log to inventory.

Native integrations: Silverfort’s native integrations with leading agentic platforms (e.g., Microsoft Copilot Studio) ensure you are protected at all times. Inline controls inspect each agent’s action and return a deterministic action decision at runtime – Approve / Block – to prevent risky behavior.

From shadow AI to complete control.

Auto-discover every AI agent across your environment

Silverfort connects to your IdPs (Entra ID, Okta), cloud platforms (AWS, Azure, GCP), and SaaS apps via read-only API to auto-discover every AI agent, including shadow and rogue deployments. The platform ingests identity and activity signals, normalizes the data, and builds a live agent inventory to deliver complete visibility from day zero. No blind spots. No manual tracking. 

Frame (2)

Bind each agent to a human identity

Silverfort maps each agent to its provisioning identity and human owner through visual storyline graphs showing roles, accessed resources, and permission chains 

Bind each agent to a human entity

Prioritize and neutralize high-risk AI agents

Silverfort calculates dynamic risk scores based on privilege level, data sensitivity, and behavioral anomalies. High-risk agents— overprivileged, orphaned, or accessing sensitive data—are surfaced first for immediate remediation.  

Pie Card

Enforce access policy on every agent call at runtime

Gain control and stop actions before execution via multiple control planes.

MCP Gateway: The MCP clients are redirected to your Silverfort gateway tenant URL. The gateway enforces SSO through your IdP, correlating each agent session to a human entity. Every tool call hits the gateway first. Silverfort evaluates against Authorization Planes and Scopes, and denied calls are blocked at the gateway. Permitted calls forward to backend systems and log to inventory.

Native integrations: Silverfort’s native integrations with leading agentic platforms (e.g., Microsoft Copilot Studio) ensure you are protected at all times. Inline controls inspect each agent’s action and return a deterministic action decision at runtime – Approve / Block – to prevent risky behavior.

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How Silverfort secures AI agents at scale

Silverfort provides full visibility, risk reduction and security across your AI agent landscape, covering both MCP-based communication and native integrations with leading agentic platforms (e.g., Microsoft Copilot Studio). By inspecting tool calls and enforcing inline policies, we ensure agents are explicitly permitted to act based on defined Authorization Planes and Scopes. Our platform provides real-time control, monitoring, and remediation across all agent types, eliminating standing privileges and ensuring comprehensive protection at runtime.

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Why Silverfort is different

Inline enforcement

Before actions are executed plus full discovery across environments

Complete human ownership mapping

Via Storyline graphs; see who provisioned each agent and who initiated each action

Runtime policy enforcement

Across all agent types via Authorization Planes and Scopes

Block or restrict actions inline

Before they execute—no retroactive cleanup

No agents, no code changes, and no proxy required

API-driven discovery, gateway redirect and native integrations enable full protection in days, not months

Generic security tools

AI security niche vendors

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Inspection mode

Inline enforcement

Before actions are executed plus full discovery across environments

Accountability

Complete human ownership mapping

Via Storyline graphs; see who provisioned each agent and who initiated each action

Access controls

Runtime policy enforcement

across all agent types via Authorization Planes and Scopes.

Prevention capability

Block or restrict actions inline

Before they execute—no retroactive cleanup

Operational safety

No agents, no code changes, no proxy required.

API-driven discovery, gateway redirect and native integrations enable full protection in days, not months.

Set up a demo to see Silverfort in action.