Are AI agents safe to let near your business data?
This is the objection that stops most pilots, and it deserves a real answer rather than a reassurance. The risk is genuine, it is specific, and it is mostly about permissions rather than about the model.
Domande e risposte
What is the actual risk?
Two things, and they are different. One is exposure: data going somewhere you did not intend. The other is action: the agent doing something irreversible on your behalf. The second is the one that ruins a week, and it is entirely controlled by what you allow, not by how clever the model is.
How do I limit what an agent can do?
By granting nothing and adding back. Every agent in the catalogue declares its tools and its risk level in the open, and runs read-only unless you say otherwise. Read-only means it can produce a draft of an email and cannot send one. Start there and stay there until a specific task genuinely needs more.
What happens to the data an agent reads?
It goes to the model provider to produce the answer, and the run is recorded so you can audit it later. What it is not is training data for someone else's model. Ask any vendor this in writing, and ask specifically about retention windows rather than about intentions.
Can I use my own model provider account?
Yes. Connecting your own key means the traffic goes from your infrastructure to a provider you already have a contract with, under terms you already agreed to. For a regulated business that is usually the shortest path through procurement.
What should I ask a vendor before connecting anything?
Four questions. What exactly can this read? What can it change without me? Where is the record of what it did? And who at your company can see my data? A vendor who answers those in specifics is a different proposition from one who answers in adjectives.
Does a human still need to check the output?
For anything that leaves your company or moves money, yes — and design it that way on purpose rather than as a temporary safeguard you plan to remove. The value is in the drafting and the reading, which is most of the work. The final click is cheap to keep.