Agent Discovery

Find the agents that matter

See which agents are active, who owns them, and what they can reach across the AI platforms your workforce already uses.
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Thematic image of proliferating agents, each with its own risk factors, users, data, tools and actions
Trusted by leaders
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agents built by the workforce go unused after creation and remain undeleted

2026 State of Agentic Adoption Report by Opsin Labs

The Solution

An evidence-backed agent inventory

Opsin continuously inventories agents across sanctioned AI platforms, connecting each one to its owner, last activity, permissions, tools, and data reach.

Find Responsible Owners

Opsin identifies who built each agent rather than relying on a default owner assignment, so you can route remediation to someone who can act.

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Prioritize by Agent Activity

Distinguish agents in use from those with no recent activity, and decide which need attention.


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Map Agent Reach

See each agent’s access level, users, data sources, and connected capabilities in one place.

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How It Works

From Agent Sprawl to Risk Clarity in Three Steps

Connect at the API Layer

Agentless, delegated API access discovers agents across supported enterprise AI platforms without endpoint software, browser extensions, or employee surveys.

Map Agent Intent to Capabilities

Opsin classifies what each agent was built to do, then compares that intent with its connected data, permissions, and tools it can actually reach. The gap between the two is the risk.

Surface Agents Needing Attention

Opsin uses ownership and last activity to distinguish active agents from abandoned and ownerless ones, then prioritizes agents where sensitive access or high-impact capabilities combine with risky configurations.

Track Changes Over Time

Opsin automatically refreshes connected platform data on an ongoing cadence, capturing new agents and changes to ownership, activity, permissions, tools, and data reach.
Customer Proof

Assess Agent Risk with Confidence

‘‘
Finally, I have a way to assess agent risks based on its capabilities and whether those capabilities align with the intended purposes.
Jim Shelby, Global IT Security Engineer, Culligan
‘‘
I need to know whether an agent’s connection to sensitive systems is risky or legitimate. Opsin gives me the deep context to tell the difference.
Lior Eldad, VP of IT, UiPath

Related Solutions

Extend Protection Across the Agent Lifecycle

Opsin continuously inventories agents across sanctioned AI platforms, connecting each one to its owner, last activity, permissions, tools, and data reach.

Frequently Asked Questions

Does Opsin automatically block AI usage?

No. Opsin focuses on detection, investigation, and coordinated response.

When policies are violated, you receive risk-classified alerts with recommended actions: user education, escalation to legal, or follow-up investigation. Context flows into your existing SOC and GRC tools.

This lets you respond proportionally rather than bluntly blocking AI and slowing the business.

Turn workforce AI sprawl into risk clarity

See every agent, what it can reach, and what to fix.
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