Agentic AI & MCP Control
AI agents are incredibly productive. They are capable of accessing systems, sharing data and triggering actions at a speed no human can match. But what happens when an agent takes the wrong action? CyberElements introduces a mediation layer between every agent and every resource it touches. Access is authorised before the connector fires. Every action is logged and tied to a named identity.
CyberElements is already running quietly behind armed forces, ships at sea, ministries, insurers and the people who keep satellites in the sky.
Challenges
Traditional security aims at fixed users, known roles and familiar human patterns. AI agents change speed, direction and authority in seconds. A trusted agent can be compromised, a wrong instruction can execute and normal agent work can trip alarms built for humans.
Outcomes
Control which agent requests can connect, which MCP connectors they can use and see which human identity remains accountable for the request.
€100k–€1M+
Reduced breach exposure
Controlled connectors and policy-based blocking reduce the risk of a rogue or compromised agent reaching sensitive systems, leaking data or damaging trust.
Centralised
Visibility and whitelist enforcement
CyberElements makes approved requests visible from one place. Unapproved requests are blocked, while indexed activity logs give security teams a forensic trail across employees, tools and third parties.
Regulator-ready
AI action trail
Every agent request is logged, tied to a named human identity and kept ready for NIS2, DORA, GDPR and board-level accountability questions.
Overview of Agentic AI & MCP Control
Every AI agent that interacts with your enterprise resources passes through CyberElements’ mediation layer. The agent’s request is validated, the connector is authorised and the access policy is checked before a single query reaches your systems. Your security team sees every AI agent request and the human behind it, all in one place.
Access is restricted to the approved connectors and the resources the task actually requires. An agent granted access to a file system reaches the folder it needs, not the archive it does not. Permissions are enforced at the connector level, so the agent cannot access more systems, folders or data than its task allows.
Every action performed by every agent is tracked, logged and can be monitored for abnormal behaviour. CyberElements allows you to set up alerts when an agent exceeds its authorised scope or shows patterns that signal a compromise. These alerts can trigger automated decisions to block the session before the damage spreads. The incident is closed while it is still preventable.
Capabilities
CyberElements controls which MCP connectors are permitted and which MCP proxies agents can use. Unapproved connectors are blocked at the mediation layer. Your approved resource list stays the boundary.
Give each agent access to the exact data its task requires. Sensitive datasets, from customer records to industrial recipes, stay governed by policy instead of being exposed to the whole workflow.
Access rules are defined once and applied across every agent’s request, every connector and every environment. When a policy changes, every request operating under it updates automatically. Your governance team stops chasing exceptions.
CyberElements records the original identity behind each AI processing request. When the auditor asks who asked the AI to reach the database at 14:32 on Tuesday, the answer points back to the requester.
Define where each agent is allowed to act and which areas stay off-limits. A manager may access HR directories, payroll data or sensitive employee records. Their agent only reaches the zones approved for its task.
CyberElements tracks each request an agent is asked to perform, timestamped and tied to the identity that authorised it. The audit trail writes itself continuously across chains of requests, so compliance evidence is ready before the quarter ends.
Every agent’s request appears in real time within the log. Your team does not reconstruct what happened after the fact. They watch it as it unfolds.
Detect unusual or risky behaviour patterns against criteria configured by the admin. When a session crosses policy lines, the platform can alert the security team or pause an active session. The window to intervene stays open.
CyberElements checks the device running the agent on a Zero Trust basis while the session is active. If the device matches compromise criteria set for agentic activity, the session is paused or blocked in real time. An agent gets to work only if the device, context and policy stay aligned.
Every step between a task and a resource passes through a governed mediation layer.
Mediation Controller
Edge GatewayDesktop Client
DatabaseFile SystemAPIs
Messaging
Business Applications
AI agentsUse Cases
Securing AI
AI agents deployed across your enterprise estate, from copilots to workflow automation, operate under the same Zero Trust controls as your human workforce. Every agent’s request is controlled, every connector is governed and every action is traceable. Your team adopts AI at pace and your CISO sleeps on Sunday night.
Secure Remote Access
Employees building and running AI agents remotely can create a new layer of shadow IT across teams, tools and locations. CyberElements applies consistent governance across every agent regardless of where the operator is sitting. The agent in São Paulo and the agent in the server room operate under the same policy.
Third-Party & Vendor Access
Managed service providers and third-party vendors increasingly deploy AI agents that interact with your systems. CyberElements grants time-bound, resource-specific access to vendor agents, with revocation available in a single click. Every action is tied to a named identity. The vendor’s agent reaches the service it was contracted to manage and nothing adjacent to it.
Set Up
No infrastructure changes. No agents re-deployed. CyberElements inserts the mediation layer between your existing agents and your existing resources.
Deploy the approved AI desktop application and CyberElements client. When CyberElements opens, the client locks the AI application to the CyberElements MCP proxy, routing agent requests through the governed mediation layer.
Manage each remote MCP server as a protected resource. Then set access policies that define which users can reach which servers. Access opens only when the user is authorised.
Route AI requests through CyberElements MCP proxies, connectors and remote MCP servers. CyberElements controls the infrastructure path and records each request executed by an agent or connector, with a trail back to the human identity that initiated it.
Set policies for which users can access each remote MCP server, connector and approved data scope. CyberElements checks the requester, the resource and the policy before the MCP path opens.
Track the requests executed through agents, connectors and MCP servers. When agents pass work along the chain, the request thread stays visible, with a trail back to the human identity that initiated it.
Other Capabilities
Privileged Access Management secures the people with the most powerful accounts.
CyberElements PAM adds Lens, CyberElements’ AI live session analysis engine, to the accounts closest to your critical systems. Suspicious behaviour is flagged while the session is still open. Your most privileged users operate under the same Zero Trust model as your AI agents, and the administrator who makes a mistake gets a pause rather than a post-mortem.
Zero Trust Network Access applies the same logic to your human workforce.
CyberElements ZTNA hides your applications behind a double-barrier architecture with no open inbound ports and no visible infrastructure. Users receive conditional, time-bound access only to the applications their work requires. Add ZTNA to bring your remote workforce under the same governance model as your AI agents.
One access model covers every user, agent and request.
AI agent control, PAM, IGA, ZTNA and authentication all run on the same Zero Trust access model and feed the same audit trail. Your team stops digging through separate logs every time the compliance team asks a question, and your auditor stops waiting for the answer.
Integrations
CyberElements connects with Claude Desktop, Microsoft Copilot, ChatGPT, Gemini, Mistral and the broader MCP ecosystem. File system, database and API connectors are governed from the same platform. CyberElements does not replace the agents your teams have built. It gives your security team the controls those agents were missing.
FAQs
Don’t see your question? Visit our full FAQ page.
Model Context Protocol (MCP) is the standard that allows AI agents to leverage and interact with enterprise resources: databases, file systems, APIs and business applications. Without a governance layer, these connections are direct, unmonitored and governed only by the agents. CyberElements inserts a mediation architecture at every MCP connection point, so every interaction is authorised, logged and traceable before it reaches your systems.
A privileged human user exercises judgement, works at human speed and can be challenged in the moment. An AI agent executes instructions at machine speed, across more systems than any person could handle manually. The governance approach has to match the risk profile. CyberElements applies the same Zero Trust controls to AI agents that it applies to privileged human administrators: contained sessions, continuous device assessment and policy-based pause or block when the device is unsafe for the authorised agentic activity.
Shadow AI refers to AI agents and automations deployed by employees without IT or security team oversight, typically using copilots, workflow platforms and no-code tools. CyberElements governs access at the connector level, so only registered and authorised agents can reach approved systems, data and applications. Your IT team gains visibility over agents it did not know existed.
No agent re-deployment is required. CyberElements inserts the mediation layer between your existing agents and your existing resources. The agents continue operating as designed. The difference is that every interaction now passes through a governed layer before it reaches your systems.
The platform is live from the browser in minutes. Connecting your environment, registering connectors and defining access policies takes around fifteen to twenty minutes. Your agents operate under governance from the first governed session.
CyberElements is ready to use from your first sign-in. Connect your first agents and put real governance in place by the end of the day.
They recognise CyberElements as a key European player in Identity and Access Management:
We didn’t write these reports. We just earned them.
