Your AI tools have identities — here’s who controls them

AI is no longer just a passive search bar waiting for your prompts. Today, autonomous AI agents are actively drafting emails, querying databases, and executing workflows across your SaaS applications. But as these tools gain autonomy, they also inherit something else: their own digital identities, credentials, and permissions.

If your organization has deployed Microsoft 365 Copilot or other SaaS-based AI tools without establishing a dedicated identity governance framework, you may have unknowingly granted broad, unmonitored access to your most sensitive data. Fortunately, major technology leaders are introducing new frameworks to help organizations secure this emerging frontier.

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The Rise of Non-Human Identities: Why AI Agents Need Governance

AI agents operating within SaaS platforms possess unique credentials and access rights to execute automated tasks independently. Without a dedicated governance framework, these non-human identities create massive security gaps, allowing unauthorized data access, data leakage, and potential privilege escalation across enterprise networks.

When an employee interacts with an AI tool, the agent often acts on that employee’s behalf. However, unlike a human worker, an AI agent can scan thousands of files in seconds. If an agent inherits over-privileged permissions, it can inadvertently expose sensitive payroll data, strategic plans, or customer information to users who should not have access.

This shift requires a fundamental change in how we view identity. IT teams must manage AI agents not merely as software applications, but as non-human identities (NHIs). Just as you would not give a new contractor unrestricted access to your entire database, you cannot allow an AI agent to roam your digital environment without strict boundaries.

Securing the Agentic Frontier: Microsoft Agent 365 Runtime Protection

Microsoft recently introduced Agent 365 Runtime Protection to monitor, evaluate, and secure AI agent behaviors in real-time. This capability ensures that as Copilot and other agents access sensitive files, their activities are strictly aligned with user permissions and organizational compliance policies.

Announced as part of Microsoft’s latest security updates, Agent 365 Runtime Protection provides much-needed visibility into how AI agents interact with your tenant. The system monitors agent behaviors in real-time, block-listing unauthorized actions and stopping suspicious data requests before they can cause damage.

For organizations leveraging Copilot access controls, this runtime protection acts as a continuous safety net. It ensures that even if an agent is prompted to retrieve sensitive information, the request is evaluated against real-time security policies. If the behavior deviates from established safety protocols, the action is automatically blocked, preserving data integrity without interrupting legitimate workflows.

Orchestrating Trust: Okta’s Secure Agentic Enterprise Blueprint

The Okta Secure Agentic Enterprise blueprint provides a standardized framework to manage, authenticate, and audit AI agent credentials. By treating autonomous AI agents as distinct non-human identities, IT teams can successfully enforce adaptive access policies and continuous session evaluation across all SaaS tools.

As organizations deploy diverse AI tools across multiple cloud environments, managing these fragmented identities becomes highly complex. To address this, Okta introduced its Secure Agentic Enterprise blueprint. This framework establishes a centralized control plane to govern how AI agents authenticate and interact with various SaaS applications.

By utilizing this blueprint, organizations can assign cryptographic identities to individual AI agents. This allows security teams to:

• Track Agent Activity: Audit exactly which SaaS tools an AI agent accessed and what data it retrieved.
• Enforce Adaptive Policies: Limit agent access based on context, such as the time of day, IP address, or the specific workflow being executed.
• Revoke Credentials Instantly: Terminate an AI agent’s access immediately if anomalous behavior is detected, preventing widespread lateral movement.

Practical Governance: How to Reclaim Control of Your AI Ecosystem

Organizations must implement a structured AI governance framework that audits existing permissions, leverages tools like AvePoint for data posture management, and enforces zero-trust access controls. Taking these proactive steps prevents accidental data exposure and ensures secure, compliant AI operations.

If your organization has already deployed AI tools without establishing identity controls, you can take immediate action to secure your environment.

1. Audit and Map AI Agent Credentials

Begin by identifying every AI tool, plugin, and agent currently active within your network. Document what credentials they use, what data repositories they can access, and which users are authorized to trigger them.

2. Implement Automated Data Posture Management

Leverage tools like AvePoint to conduct automated access reviews. AvePoint‘s latest governance updates help organizations identify over-shared files and clean up permissions before deploying AI search tools. This ensures that AI agents only index and retrieve information that users are explicitly authorized to see.

3. Enforce Least-Privilege Access

Apply strict zero-trust principles to both human and non-human identities. Restrict AI agents to the absolute minimum permissions required to perform their tasks. For advanced threat detection, integrate identity management with robust endpoint security solutions like SentinelOne or CrowdStrike to monitor for credential abuse. Additionally, solutions like Threatlocker can assist in controlling which applications and agents are permitted to run within your local environment.

By combining the real-time monitoring of Microsoft Agent 365 Runtime Protection with the robust identity governance of the Okta blueprint, your organization can confidently embrace the productivity benefits of AI without compromising security.

To learn more about securing your organization’s digital identities and building a resilient AI governance framework, contact the experts at CIT Solutions today.

Sources:

Microsoft Security Blog | https://www.microsoft.com/en-us/security/blog/2026/04/30/whats-new-updated-or-recently-released-in-microsoft-security
Okta Newsroom | https://www.okta.com/newsroom/press-releases/showcase-2026
AvePoint Blog | https://www.avepoint.com/blog/solutions-blog/avepoint-updates-april-2026