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Non-Human Identity (NHI) and AI Agent Identity

What is a non-human identity?

A non-human identity (NHI) is any identity that authenticates and acts in your systems without being a person: service accounts, API keys, OAuth applications, workload identities, bots and, increasingly, AI agents. In most organizations they far outnumber human users.

They are attractive to attackers because they often have broad permissions, rarely use multi-factor authentication, are seldom reviewed and can keep working long after anyone remembers why they were created.

Why are AI agents a new kind of non-human identity?

AI agents act more like people than traditional service accounts do: they choose what to do, call many tools and can be steered by the content they read. That combination of autonomy and access means an agent's identity needs the same care as a privileged human account, plus controls specific to agents, such as limits on which tools they can call and approval gates for consequential actions. See governed autonomy.

How are non-human identities attacked?

  • Leaked secrets: API keys and tokens exposed in code repositories, logs or tickets. See leaked credential monitoring.
  • Malicious or compromised OAuth apps that keep access even after a user's password changes. Anomali explores this in The OAuth trust gap.
  • Over-privileged service accounts used for lateral movement.
  • Manipulated AI agents through prompt injection.

How do you govern non-human identities?

  1. Inventory every non-human identity, with an owner and a purpose.
  2. Apply least privilege and remove unused permissions.
  3. Rotate and vault secrets, and prefer short-lived credentials.
  4. Monitor behavior, since unusual activity from a service account or agent is often the first sign of compromise.
  5. Retire identities nobody owns.

Frequently asked questions

How many non-human identities does a typical organization have?

It varies, but they commonly outnumber human identities many times over, especially in cloud-heavy environments.

Does MFA protect non-human identities?

Usually not directly, because most authenticate with keys, tokens or certificates. That is why secret hygiene, least privilege and behavior monitoring matter so much.

Anomali and Non-Human Identity (NHI) and AI Agent Identity

Anomali brings identity telemetry and threat intelligence together so unusual activity by any identity, human or not, can be spotted and investigated. Read Your employees are the blast radius for Anomali's view on identity risk.

See identity governance with Anomali or request a demo.

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