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What should you tell customers after an AI agent incident?

After an AI agent incident, tell customers what happened, what data was involved, what you did and what they should do, without guessing. A short template.

Safeguard Security Team
4 min read

Tell customers what happened in plain words, what data or systems were involved, what you have done, what they should do, and when you will update them. State only what you have confirmed, say clearly what is still unknown, and have legal and privacy review before sending.

This is general guidance, not legal advice.

What the GDPR text expects from a notification

Where personal data is involved, Article 33 lists what a notification to the supervisory authority should at least contain: the nature of the breach, including categories and approximate numbers of people and records, a contact point, the likely consequences, and the measures taken or proposed. Article 34 requires communication to affected individuals without undue delay when a breach is likely to result in a high risk to their rights and freedoms. Customer messages that follow the same structure are easier to write and easier to check.

Your contracts may set their own deadlines for telling customers, separate from any law. Read them before an incident, not during.

A simple structure

SectionWhat to write
What happenedOne or two factual sentences, including that an AI agent was involved if that is established
What was affectedCategories of data or services, and who is affected, as far as known
What we have doneStopped the agent, revoked access, preserved evidence
What it means for youLikely consequences, in plain language
What you should doConcrete steps such as rotating a key or watching for phishing
What we are still working outHonest list of open questions
Next updateA specific time, and a contact

Wording that helps

Use active sentences. Name the thing that happened: "an automated assistant sent a file to an address outside our company" is clearer than "an anomalous event occurred". Do not blame the model, the vendor or an employee. Do not speculate about cause or attackers before evidence exists. Do not minimize with words like "limited" unless you can back them up.

Avoid these mistakes

Over promising ("no customer data was affected") before the investigation finishes. Saying "an AI did it" as if that explains responsibility. Using the agent's own summary as the basis of the statement. Sending different facts to different audiences. Going silent after the first message.

Steps for the first day

  1. Stop the agent and preserve logs.
  2. Assemble the facts you can verify, with timestamps, from downstream systems rather than the agent's description.
  3. Ask privacy and legal whether notification duties apply, to whom and by when.
  4. Draft the message from the table, keeping unknowns explicit.
  5. Agree one spokesperson and one source of truth.
  6. Prepare a support route for questions.
  7. Schedule the next update before sending the first one.

Prepare a holding statement now

A short pre approved template, with blanks for facts, saves hours when you are tired. Keep it in your incident runbook with the names of approvers.

After the message

Track questions customers ask and feed them into your review. Publish a clear follow up when the investigation ends, covering cause, fixes and what has changed in your controls. Customers tend to judge a company by how it handles the second message as much as the first.

Safeguard offers compliance and evidence automation and agent identity features that help you establish facts quickly. A free scan is at https://gold.safeguard.sh/scan.

Quick check

Should we say an AI agent was involved?

If confirmed and relevant, yes, plainly. Do not use it to deflect responsibility.

What if we do not know the numbers yet?

Say what is unknown and when you will update. The GDPR text allows information to be provided in phases.

Sources

Last reviewed: 19 October 2026.

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