An AI agent has access rights. Who watches what it does with them?
“Can my AI agents become a security risk?”
The observation
An AI agent connected to your tools has an account, rights and access to data — exactly like an employee. Except that nobody asks it to lower its voice in the meeting room, and few companies know how to delegate its rights precisely. Access that's too broad, an instruction hijacked by malicious content, an agent still running after being forgotten: these are real incidents, and they aren't in the classic frameworks.
How we handle this topic
Give every agent the minimum rights
An agent doesn't need access to the whole database to process invoices. We define its rights precisely, and document them — so that revocation is possible and fast.
Monitor agents like privileged accounts
Activity hours, request volume, data accessed, actions executed. Drift becomes visible before it becomes an incident: the same method as for a human account, applied to an agent.
Keep the register of who does what
Which agent, which mission, which data, which decision, under what human validation. This register serves security as much as governance and demonstrating compliance.
We apply the method to our own agents first
Our operations run on agents handling real data. That's where we encountered the failure modes we then monitor at our clients — it's our first laboratory, and we say so.
What it changes for you
- Each agent's rights are explicit, limited and revocable
- Agent drift is seen before it produces an incident
- The action register serves both security and compliance
- Human validation points stay defined by you, not by default
The limit, stated plainly: AI monitoring of agents is a recent field: frameworks, best practices and standards are still being built. So we can't claim an established standard. What we bring is a method proven on our own deployments, transposed to your scope, and an honest limit: supervision reduces risk, it doesn't cancel it.
Is your situation specific?
This topic is handled case by case. The assessment frames it around your numbers, not in the abstract.