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Your IT environment has more identities than you think — and most of them aren’t human.
AI agents, automated service accounts, and bot-driven workflows are quietly doing more work than ever before. They process requests, move data, and trigger actions around the clock. And in most organizations, they do all of this completely outside your identity management system.
No governance.
No oversight.
No audit trail that actually explains what they’re doing or why.
According to CrowdStrike’s 2024 Global Threat Report, identity-based attacks now account for 80% of breaches. A significant portion of those attacks don’t start with a stolen employee password, they start with a forgotten service account credential, an API key that was never rotated, or an automated agent with far more access than it actually needs.
The non-human workforce is here. The question is whether your security strategy knows it yet.
Why Traditional Identity Management Falls Short
For years, identity and access management has been built around people.
An employee joins the company, gets provisioned, and follows a clear lifecycle, onboarding, role changes, and offboarding. The system works because it was designed for human speed.
AI agents don’t follow that lifecycle.
They get created quickly, connect to sensitive systems, and often stay active long after the project or workflow they were built for has changed. No one files a ticket to offboard a bot. No one reviews whether an agent’s permissions still match what it actually needs.
Most IT teams end up compensating in one of two ways: giving agents broad access so workflows don’t break, or trying to manage everything manually and falling behind. Neither approach scales. And as AI adoption grows, the gap between the identities your system knows about and the ones actually running in your environment will keep widening.
The Better Approach: Treat Non-Human Identities Like People
Closing this gap doesn’t require a complete overhaul of your identity strategy.
It requires extending the same principles you already apply to your employees like least privilege access, lifecycle management, and behavioral monitoring to every identity in your environment, human or not.
When an AI agent is provisioned with only the access it needs to do its specific job, the risk of a compromised credential is contained. Automatic credential rotation and real-time behavioral alerts mean your team acts before damage is done, not after.
This is the shift that matters: moving from reactive, manual identity management to a model that works at the speed your environment actually operates.
The JumpCloud Way: See Everything, Control Everything
JumpCloud gives you a single place to see and govern every identity in your organization, including the service accounts and AI agents that typically sit outside traditional directory systems.
When something looks off, JumpCloud doesn’t just alert you. Based on the policies you define, it can automatically suspend an account or rotate credentials in real time, closing the window of security exposure. And because JumpCloud works across your cloud infrastructure and SaaS tools, your policies apply consistently everywhere, not just in the parts of your environment that happen to have coverage.
The result is an identity program that keeps pace with how your organization actually works: fast, distributed, and increasingly automated.
The Right Time to Start Is Now
The non-human workforce isn’t a future trend to prepare for, it’s already running in your environment. Every AI agent deployed without proper identity governance is another credential that isn’t managed, another access scope that hasn’t been reviewed, and another gap a bad actor could walk through.
The good news is that fixing this doesn’t have to be a heavy lift.
With the right foundation, you can bring your non-human identities under the same governance framework as your human users and finally get a clear picture of every identity operating in your environment.
Start your free trial of JumpCloud today and see exactly what’s running in your environment, human and non-human alike.
