Identity activity
Employee credentials, service identities and authentication events can reveal unusual AI connections.
AI Control Enforcement
Shadow Detection
Use available identity, access and system activity to surface likely Shadow AI and rogue or ghost agents operating outside approved company controls.
The unmanaged layer
AI can gain business access before management knows it exists.
Shadow AI is AI used inside a company without formal approval or central visibility. It can begin with a personal AI account connected through an employee identity, a browser tool given access to company information, or a vendor feature enabled outside the approved process.
A rogue or ghost agent is automated AI activity without a registered, accountable identity inside the company's control environment. It may be intentional, forgotten or inherited through another service.
Detection review
Bring likely unmanaged AI activity into view.
Available signals
Look for activity that does not match approved AI identities.
Holiday uses the identity, access and system activity that is available in the connected environment.
Access activity
Permissions and connected application access can show where an unapproved service may have entered.
Cross-system patterns
Repeated automated behaviour across email, finance or operations can be compared with registered AI identities.
Practical boundaries
What Holiday can and cannot detect.
Holiday can surface likely activity when signals are available.
Connected identity, access and system records can be used to identify behaviour that may sit outside company policy and needs investigation.
Holiday cannot see activity outside the available environment.
Detection is limited by the systems connected, the records those systems expose, and the access granted to Holiday. A signal supports review; it is not automatic proof of misuse.
Management response
Investigate. Decide. Bring it under control.
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01
Review the signal
Confirm the identity, service, access path and activity involved.
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02
Choose the response
Approve, restrict, block or remove access according to company policy.
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03
Register approved AI
Bring legitimate capability into managed identity, permissions, authority, budgets and logging.
Control. Chat. Operate.
Put AI to work inside an environment you control.
Start with the systems and operating work your business already has.
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