Using AI safely at work

Where does your data go when people use AI?

Short answerIt should go to a named destination, for a named retention period, with a clear statement on training use and a contract term behind all three. If nobody can say where it goes, nobody drew the boundary, and there is nothing to enforce later.

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The question works because it turns a security question into a location question, and location is a fact. "Secure" is a judgment a vendor makes about itself. "Held in this region, retained this long, never used for training, under this contract term" can be checked by someone who was never in the room.

Four things a complete answer names

  • Destination. Where prompts and attached documents are processed and held.
  • Retention. How long they are kept.
  • Training use. Whether they are used to train or improve a model.
  • Contract term. The clause that commits the supplier to the first three, and who is able to change it.

Most prompts do leave the building

In most enterprise deployments the prompt leaves the organization. That can be perfectly acceptable. The trouble starts when nobody can say where it goes. Then nobody has drawn the boundary, and a rule about data has no edge to be enforced at. For practical examples, follow the guides to stop customer data reaching ChatGPT from a Windows PC and redact PII before an LLM.

Two panels. Today, on a consumer tool: the organization's control ends at the employee, who types a request; no policy is applied and nothing checks it before it leaves for a vendor's model, whose retention is set by the vendor's terms, with no record the organization can reach. On a governed deployment: the same employee's request passes the organization's policy, written by its team and checked at runtime, then goes to a model the organization chose, hosted where it decides, with a record it can produce.
The same employee and the same request. What moves is the boundary: on a consumer tool it ends at the keyboard, and on a governed deployment it encloses the policy, the model, and the record.

When a gateway sits in the path

Bank account numbers, driver's licenses, tax IDs and EINs, national IDs, VINs, dates of birth, and medical record numbers are replaced when a label sits next to them, such as "Account number:" or "MRN:". A local gateway therefore adds no new destination to the four answers above.

How to ask it

That gives the prompt a named destination and places access, configured guardrails, user collections, and the conversation record inside a company-administered workspace. The leadership view explains why AI data exposure is a leadership problem.

A good answer
A specific destination, a named retention period, and a clear statement on training use, with a contract term behind it.
An evasion
"Your data is secure." "Enterprise-grade privacy." Both answer a question about security. The question was about destination.
The follow-up
Show me where that is written down, and tell me who can change it.

What to check

  • Take the AI tool your people use most and put the four questions to its supplier in writing.
  • Find the contract clause behind each answer. A sales deck or an FAQ describes; the clause commits.
  • Ask who on either side can change those terms, and how you would hear about it.

Frequently asked questions

Where does data go when employees use AI?
In most enterprise deployments the prompt leaves the organization, which can be acceptable. The trouble starts when nobody can say where it goes. Then nobody has drawn the boundary, and a rule about data has no edge to be enforced at. A complete answer names a destination, a retention period, a statement on training use, and a contract term.
What four things should a complete answer about AI data name?
Destination is where prompts and attached documents are processed and held. Retention is how long they are kept. Training use is whether they are used to train or improve a model. Contract term is the clause that commits the supplier to the first three, and who is able to change it. Put each question to the supplier in writing.
Why is "your data is secure" not an answer?
Secure is a judgment a vendor makes about itself, and it answers a question about security. The question was about destination. A statement such as held in this region, retained this long, never used for training, under this contract term can be checked by someone who was never in the room.
Does a local gateway add a new destination for AI prompts?
No. A local gateway such as SUPERWISE Sentinel checks each prompt on the PC before it leaves. Prompts go straight to the AI provider; SUPERWISE receives only check metadata. It therefore adds no new destination to the four answers above.

Keep going

A practical next step

Show where each prompt goes with Sentinel, and point to the Trust center for proof.

For regulated work

Read the published security, privacy, and compliance evidence behind the controls.
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Sources

  1. National Institute of Standards and Technology, AI Risk Management Framework 1.0. Trustworthiness characteristics, including privacy and accountability.