Every Agent Needs an Identity: Introducing Okta for AI Agents in Early Access (EA)

文章來源 / Okta official blog

The AI security conversation is missing the foundation it needs to protect identity security.

You're solving for AI exploits. You're adding guardrails to prompts. You're worried about models leaking or hallucinating. You're stress-testing agents for edge cases. All necessary work, but many organizations are missing the fundamentals.

To get AI right, you have to get identity right. Every agent needs an identity.

Right now, AI agents may be rolled out across your organization with little to no identity foundation. For example: Finance could deploy agents that approve expense reports. Engineering could ship agents that pull customer data. Marketing could spin up something that monitors customer sentiment. All of this can happen without the agent having a known, governed identity that follows your access policies. And when something goes wrong, you likely have no way to trace it back or shut it down.

If you’re planning to deploy or have active agents in production, you need to answer these fundamental questions about the agents in your environment:

• Where are my agents?

• What can they connect to?

• What can they do?

  
  

Most agents today authenticate with static API keys, hardcoded secrets, and permanent access to production systems. This creates a landscape where there's likely no central view of what agents exist, who owns them, or what they can do. When a developer leaves, the agent may keep running unmonitored. When an agent's use case changes, permissions stay the same. When an agent starts accessing things it shouldn't, you likely have no way to shut it down.

That changes today.

Okta for AI Agents is now available in early access and is designed to provide the identity layer for visibility and governance for your AI agents in any environment.

Why your existing identity and security tools aren’t built for AI agents

Most security stacks were designed for humans and traditional software. Humans have predictable lifecycles. Software has fixed execution paths. AI agents break both assumptions, creating three gaps your current tools can't close.

Where are my agents?

Traditional identity systems rely on centralized provisioning: HR triggers account creation, IT provisions access, identity appears in your directory. But there's no HR process for agent deployment. No central IT approval. No provisioning workflow that feeds your identity system.

Agents spin up in dev environments, run as background scripts, and operate inside your perimeter with legitimate credentials. Your existing discovery tools scan for unauthorized SaaS apps and unusual network traffic. They're probably not built to find autonomous code operating with valid API keys.

What can they connect to? 

Your zero trust architecture requires dynamic credentials, just-in-time access, and continuous verification. But agents can bypass all of it because they authenticate with long-lived static keys that predate your modern security controls.

What can they do? 

Historically, governance workflows assume human actors. Access reviews send emails expecting responses. Lifecycle management triggers on hire-fire events from HR systems. Risk scoring analyzes login patterns and geolocation.

None of this works for agents. They don't read emails. They don't have HR records. And their access patterns are non-deterministic; they adapt and make decisions based on context. Even when you know an agent exists, you can't govern it with tools built for human interactions.

Closing these gaps requires an identity security fabric that gives you all of the tools you need to see, manage, and govern your AI agents in your environment. By giving agents their own identity, Okta helps ensure visibility, proper control setting, and monitoring at each step of the process.

How it works:

Where are my agents? 

Discover AI Agents:

• Shadow AI agent discovery helps you bring AI out of the shadows with continuous discovery and centralized management for your agents. You can continuously discover unmanaged agents, map your blast radius and reduce critical blind spots. Shadow AI agent discovery is now available in Early Access. Read more here. 

  
  

• AI Agent Registration allows organizations to register agents as first-class identities in Universal Directory with clear ownership mapping for human accountability. AI Agent Registration is now available in Early Access.

  
  

What can my agent connect to? 

Standardize Access Across Apps:

• API Access Management allows AI agents to connect to an authorization server to enforce least-privilege with dynamic evaluation based on identity, context, and risk. It helps ensure consistent controls and prevents unauthorized lateral movement. API Access Management is now available in Early Access.

  
  

• Privileged Credential Management helps enable you to connect agents to vaulted secrets and service accounts with a secure vault, automated rotation, and an audit trail to help ensure credentials never appear in plain text or logs. Privileged Credential Management is now available in Early Access.

  
  

What can they do? 

Manage AI Agent Lifecycle:

• Governance for Agents as a Resource brings agents acting on behalf of users into standard certification workflows. You can automate access reviews, assign them to human owners, and enforce policies to ensure agents only keep the permissions they need, with a comprehensive audit trail for every action. Governance for Agents as a Resource is now available in Early Access.

  
  

Coming Soon

Secure and Govern AI Agent Tool Access:

• Agent Gateway serves as a centralized control plane to secure AI agent access to resources. Its virtual MCP server capability allows administrators to aggregate and expose tools from Okta's MCP registry. All accesses and requests routed through the Agent Gateway between AI agents and resources are logged for audit and observability, excluding internal calls within downstream services. This feature is coming soon.

  
  

Security for AI agents comes down to answering these three fundamental questions. With Okta for AI Agents, you can answer all three for your agents in real time.

Okta for AI Agents is now available in early access and will be generally available on April 30th, 2026. Visit https://www.okta.com/products/govern-ai-agent-identity/ to get started.