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Identity Governance for AI Agents

Discover, Govern, and Secure Every AI Agent and Non-Human Identity

AI agents now act autonomously across your systems at machine speed. In most cases, they have broad, unowned access to your apps and sensitive data. That’s risky. miniOrange IGA brings AI agents and the service accounts, bots, API keys, and secrets they rely on into the same governance framework as your people, so every identity is discovered, owned, and controlled.

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Identity Governance for AI Agents

What Is Identity Governance for AI Agents?

Identity governance for AI agents is the practice of managing every AI agent as a governed identity. Each agent is discovered, assigned to a human owner, granted only the access it needs, included in access reviews, and retired when it is no longer required.

AI agents authenticate to systems and act on data. They may also use service accounts, API keys, tokens, secrets, and other non-human identities to complete tasks. AI identity governance brings those identities into a centralized governance process with standardized access controls and lifecycle management.

The Threat of Ungoverned AI Agents

AI agents are extremely intelligent and capable. But, when unmonitored and left on their own, they can be equally risky.

91%

of organizations report limited or no visibility over AI identities

53%

of organizations have had AI agents exceed their intended permissions

80%

of organizations have experienced unintended AI agent behavior

86%

of organizations do not enforce access policies for AI identities

Why AI Agent Identity Governance Matters

Reduce AI identity risks with centralized governance.

Right now, businesses are jumping on the hype train and building AI agents. While that’s great, many are created outside standard identity processes. This creates AI agent security gaps that are evident across the industry:

  • AI agents routinely overreach. 53% of organizations have had AI agents exceed their intended permissions.
  • Non-human identities far outnumber humans. The Cloud Security Alliance reports roughly 45 machine or system accounts for every one human account.

Agents act fast, move across systems, and can spin up other agents, often with no clear owner, so a single unmanaged agent becomes a powerful, forgotten target.

The outcome is that AI agents/non-human identities are now the fastest-growing part of the attack surface. Yet, most are created outside control processes and keep their access long after they are needed.

Why AI Agent Identity Governance Matters

Govern AI Agents Like You Govern People

miniOrange governs every AI agent across your environment within the same IGA platform you use for human identities. Identity Governance for AI agents enforces control across four pillars:

Discover

Discover

Find every AI agent, service account, bot, key, and secret, known or shadow.

Own

Own

Assign a responsible human owner to each one.

Govern

Govern

Apply least privilege, reviews, and lifecycle controls.

Monitor

Monitor

Watch for risky, unused, or abnormal activity.

Core Capabilities

Discover, own, and govern AI agents and non-human identities with continuous controls built into miniOrange IGA.

Non-Human Identity Discovery
Discovery

Non-Human Identity Discovery

miniOrange simplifies non-human identity NHI management while maintaining strict security:

  • Find and inventory every service account, bot, API key, secret, and AI agent across cloud and on-premises setups.
  • Streamline machine identity access management across your organization with integrated machine learning in identity and access management.
  • Maintain a current record of non-human identities so your teams can identify what exists, where it operates, and what access it holds.
Ownership

Ownership and Accountability

miniOrange delivers scalable non-human identity governance solutions that deliver a clear point of accountability for access approvals, reviews, lifecycle decisions, and remediation:

  • Assign a human owner to every non-human identity so nothing is left unmanaged.
  • Follow best practices for non-human identity governance by enforcing strict service account ownership workflows.
  • Prevent orphaned service accounts and unmanaged AI agents from retaining access without oversight.
Ownership and Accountability
AI Agent Governance
AI Agents

AI Agent Governance

Govern AI agents and the access they use, including agents that act on behalf of users:

  • Set access permissions based on the agent’s specific role, purpose, and environment.
  • Define access based on the agent’s role, purpose, environment, and required resources.
  • Resolve complex agentic AI governance challenges and strengthen your overarching AI agent security.
Least Privilege

Least Privilege for Service Accounts

miniOrange identity governance for AI agents helps you apply least-privilege principles to reduce standing access across nonhuman identities:

  • Track service account ownership, active usage, access rights, and lifecycle status.
  • Review service account permissions and remove access that is no longer needed.
  • Minimize your attack surface by eliminating permanent, unmonitored standing access.
Least Privilege for Service Accounts

Automated Governance for Non-Human Identity Governance

AI agent identity governance can have security gaps that expose organizations to active identity breaches.



Access Reviews for Non-Human Identities

Access Reviews for Non-Human Identities

Include all machine identities in regular access certification campaigns. Verify whether each AI identity has a human owner and a purpose, and revoke unnecessary access.

Lifecycle and Offboarding

Lifecycle and Offboarding

Track the complete non-human identity lifecycle to secure and simplify the overall offboarding process. Remove or disable non-human identities when no longer needed.

Risk Monitoring and Anomaly Detection

Risk Monitoring and Anomaly Detection

Get visibility across disconnected systems to expose hidden vulnerabilities. Use automated anomaly detection to catch unused or over-privileged NHIs and trigger real-time alerts.

What You Can Achieve With Identity Governance for AI Agents

Shadow Agent Discovery

Discover shadow and unmanaged AI agents and service accounts that were created outside standard identity processes. Register them and assign human owners to bring them under a defined ownership model.

Context-Aware Governance

Govern AI agents and the access they use, like systems and APIs, including agents acting on behalf of users. Control active permissions for agents acting autonomously on behalf of users.

Least-Privilege

Right-size over-privileged agents and service accounts across your environment. Remove access that exceeds their current purpose to limit your attack surface.

Lifecycle Retirement

Retire AI agents, API keys, secrets, and service accounts left behind by old projects. Extend access certification beyond human users to cover AI agents and machine identities.


Meet Regulatory and Audit Requirements with Confidence

miniOrange IGA maps non-human access controls directly to major regulatory and security standards.

View Compliance Frameworks
SOX
SOX

Access Control

HIPAA
HIPAA

Healthcare

ISO 27001
ISO 27001

ISMS

SOC 2
SOC 2

Type II

GDPR
GDPR

Privacy

NIST CSF
NIST CSF

Payments

PCI DSS
PCI DSS

Cybersecurity

DPDP Act
DPDP Act

India

FedRAMP
FedRAMP

Privacy

CMMC
CMMC

Payments

RBI Guidelines
RBI Guidelines

Cybersecurity

IRDAI
IRDAI

India

Why miniOrange for AI Agent Identity Governance?

Bring AI agents and other machine identities under a single governance framework built for your existing security workflows.


Only One Platform for All

Only One Platform for All

Manage employees, contractors, service accounts, bots, AI agents, API keys, and other non-human identities through one identity governance platform.

Governance Beyond Service Accounts

Governance Beyond Service Accounts

Discover and govern AI agents alongside traditional non-human identities such as service accounts, machine identities, bots, keys, and secrets.

Clear Ownership for Every Identity

Clear Ownership for Every Identity

Assign accountability to each non-human identity so access does not remain unmanaged.



Consistent Access Reviews and Least Privilege

Consistent Access Reviews and Least Privilege

Apply the same governance principles to AI agents and non-human identities that you use for human users.

Cloud, On-Premise, and Hybrid Coverage

Cloud, On-Premise, and Hybrid Coverage

Extend non-human identity management across the environments where your applications, workloads, and AI agents operate.

Built for Existing Governance Processes

Built for Existing Governance Processes

Use ownership, access reviews, lifecycle controls, and governance workflows that align with your existing IGA program.

Frequently Asked Questions

Common questions about identity governance for AI agents, non-human identities, and machine identity access management.

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What is identity governance for AI agents?

How is an AI agent identity different from a service account?

How does AI agent lifecycle management work?

Why do AI agents need a human owner?

Can miniOrange discover shadow AI agents?

How does miniOrange govern agents that act on behalf of users?



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