AI agent discovery + control

Find every AI agent. Know when one goes rogue.

Discover autonomous activity before it becomes invisible risk.

Clarip identifies software acting autonomously across enterprise AI traffic — including agents that were never formally registered or approved.

Continuously monitor how agents behave, detect meaningful changes and respond when autonomous activity moves outside expected boundaries.

See it. Investigate it. Restrict it.

AGENT ACTIVITY / LIVE SIGNALS
Finance Agent
Research Agent
Developer Agent
Workflow 04
Copilot
SaaS Agent
Custom Agent
Anomaly
Rogue Agent
New Tool AccessNew Sensitive DataPrompt InjectionUnusual Hours
ROGUE AGENTRESTRICT AT GATEWAY
Autonomous activity

Agents don’t always look like agents.

Autonomous AI can originate from scripts, internal tools, SaaS products, copilots, workflows and software acting on its own behalf. Clarip observes the traffic itself to identify agent-like behavior and distinguish autonomous requests from ordinary human use.

DISCOVER

Identify autonomous software calling AI services.

CLASSIFY

Separate human activity from agent activity.

ATTRIBUTE

Connect activity to owner, client, service and observed behavior when available.

Rogue agent signals

Agents change. Clarip keeps watching.

An agent may behave normally today and become risky tomorrow. Clarip continuously analyzes agent activity for signals that indicate the agent has changed capability, scope, timing, data use or execution pattern.

New Tool Access
Capability Escalation
New Sensitive Data
Agent Data Leak
Prompt Injection in Tool Output
System Prompt Change
Unusual Hours
Traffic Spike
Loops
Scope Creep
Behavioral anomalies

Detect the behavior change — not just the bad outcome.

Clarip identifies unusual patterns such as new service surges, service drops, volume spikes, capability escalation and agent data leaks.

TYPEAGENT / SERVICEEXPECTEDACTUALSEVERITY
New Service Surgetypesafe0167Medium
Service DropxAI2170High
Capability Escalationdeveloper-agent46155High
Agent Data Leakresearch-agent02High
Rogue agent response

Restrict the agent — not the whole machine.

When a specific autonomous agent becomes risky, Clarip can restrict that agent at the AI Gateway across services while allowing legitimate human activity on the same machine to continue.

SAME DEVICE
Human UserAI ServiceALLOW
Rogue AgentAI ServiceRESTRICT

Contain the autonomous risk without unnecessarily disrupting the employee.

Ownership + evidence

Know who owns it. Know what changed.

Investigations become faster when agent identity, owner, client, requests, services, signals and last-seen activity are in one place.

AGENT DETAIL / ILLUSTRATIVEROGUE
AGENT

finance-python-agent

Owner: finance-automation@company.com

3Services1,842Requests2 min agoLast seen
SIGNALS
Gained new toolsStarted sending new PIIPrompt injection in tool output
Investigate Restrict
Approved vs unknown

Turn discovered agents into governed agents.

Not every unknown agent is malicious. Clarip lets governance teams review discovered autonomous activity, understand the evidence and move legitimate agents into an approved operating model.

DISCOVEREDREVIEWAPPROVE / RESTRICT

Approved agents become part of the governed inventory.

Restricted agents remain blocked at the gateway.

C-AgentsTM for agent control

Put a control agent behind your agent population.

C-AgentsTM give enterprises reusable command and control around discovered AI agents — applying policy by agent, team, service, network, data type and risk condition.

Agent population
C-AgentsTM
Monitor · Govern · Protect · Control
Clarip AI Gateway
Enforce in real time
Explore C-AgentsTM
Alerting + operations

When something changes, route it to the teams that respond.

Send meaningful AI risk events into operational workflows through integrations such as Jira, ServiceNow and Slack.

Agent AnomalyClarip AlertJira / ServiceNow / Slack

Know which agents are operating before they become invisible infrastructure.

Discover autonomous AI activity. Detect rogue behavior. Investigate the evidence. Restrict risky agents.