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After an AI-related security incident, tell affected users what is confirmed, which information may be involved, what the business has done, and what users can do next. Explain the AI system’s role only when it is established and relevant. There is no single notice script or deadline for every business: legal obligations depend on the organization, the data, the incident, and the jurisdictions involved.
What should an incident notice tell users?
A useful notice gives people enough specific information to understand their potential risk and take practical steps. The FTC’s Data Breach Response: A Guide for Business advises businesses to communicate clearly, avoid misleading statements, and include details that could help people protect themselves.
- What happened: Describe the incident in plain language, including how it occurred to the extent that is known.
- When it happened and was discovered: Give dates when established. If the timeline remains uncertain, say so rather than implying it is settled.
- What information may be involved: Name the data categories supported by the investigation, such as account credentials, health information, financial details, or Social Security numbers. Distinguish confirmed exposure from information that may have been affected or is still under investigation.
- What the business has done: Explain relevant containment, investigation, mitigation, and prevention measures without claiming that the risk is eliminated unless that is established.
- What users can do: Give steps that fit the data involved, and describe any support the business is actually offering.
- Where to get help and updates: Provide a verified contact route and identify the channel through which the organization will share further information.
Match each statement to the evidence available when the notice is sent. If important facts are still unknown, identify those uncertainties specifically and tell recipients where they can find updates. The FTC guide recommends a designated contact and channels such as letters, a website, or a toll-free number. State laws may set additional rules about notice content.
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Describe the AI-enabled system or vendor’s role only to the extent it is confirmed and material to users. For example, if the investigation establishes that an AI service provider’s system was involved, explain that relationship in plain language. Do not speculate about model behavior, training data, or an attacker’s identity when those details have not been established.
The point is to give users an accurate account of the incident, not to make “AI” a substitute for explaining what happened. A business should not imply that a model caused or received particular data unless the investigation supports that statement. Avoid disclosing technical details that could increase consumer risk; the FTC’s guidance warns against misleading statements and withholding key information people need to protect themselves.
Which deadlines and notice rules may apply?
Do not choose a deadline by looking only at the technology involved. Determine the organization’s location and sector, the data and event at issue, the date of discovery, the people or regulators who may need notice, and any applicable exception or law-enforcement coordination. The examples below illustrate different frameworks; they are not a complete survey of the law or a decision about any particular incident.
Rank #2
| Framework | Who and what may be covered | Who must be notified | Timing and relevant conditions |
|---|---|---|---|
| U.S. state breach-notification laws | State laws address security breaches involving personal information; requirements vary by state. | People and, depending on the applicable law, other parties. | No single deadline or content rule applies nationwide. The FTC’s business guide says all states, the District of Columbia, Puerto Rico, and the Virgin Islands have enacted breach-notification laws. Determine which requirements apply to the incident and affected people; coordinate timing and content with law enforcement where needed to avoid impeding an investigation. FTC business guide |
| FTC Health Breach Notification Rule | Covered non-HIPAA businesses with breaches involving unsecured, individually identifiable personal health record information. FTC amendments announced in April 2024 clarified application to most health apps and similar technologies; coverage still requires a fact-specific assessment. | Individuals and, where the rule requires, the FTC and media. | For covered entities, notice is due without unreasonable delay and within 60 calendar days after discovery. Required notice information includes a brief account of what happened, dates if known, the type of personal health record information involved, and response and mitigation actions. Notices must be understandable and include at least two contact methods from the rule’s listed options. This rule’s scope and its interaction with HIPAA require case-specific review. FTC compliance guidance and FTC rule overview |
| FTC Safeguards Rule | Covered financial institutions, for a notification event involving unauthorized acquisition of at least 500 consumers’ unencrypted information, subject to the rule’s terms. | The FTC. | The covered institution must report as soon as possible and no later than 30 days after discovery. This is an FTC reporting duty, not a universal consumer-notification deadline. FTC Safeguards Rule guidance |
| UK personal data breach rules | Qualifying personal data breaches under UK data protection law. | The Information Commissioner’s Office (ICO); affected individuals when the breach is likely to result in high risk to their rights and freedoms. | Report to the ICO without undue delay and within 72 hours where feasible. Inform individuals without undue delay when the high-risk threshold is met. Individual notices should cover the nature of the breach, a contact point, likely consequences, and measures taken or proposed. The ICO page says it is under review following the Data (Use and Access) Act coming into force on 19 June 2025, so check its current guidance before relying on it. ICO guidance |
These clocks and triggers are not interchangeable: a duty to report to a regulator does not by itself establish the deadline or requirement to notify individuals. For a live incident, have qualified privacy or legal counsel assess the applicable rules against the facts and check current official guidance.
What practical steps should users receive?
Tailor instructions to the affected information instead of offering generic advice that may not fit the risk. If Social Security numbers were exposed, the FTC points users toward credit bureau fraud alerts or freezes and IdentityTheft.gov for recovery guidance. When financial information or Social Security numbers are involved, the FTC business guide suggests considering at least a year of free credit monitoring or other identity support; it does not present monitoring as a universal legal requirement.
Rank #3
Make support details verifiable. Tell recipients how to contact the organization through channels they can independently confirm, and identify how future incident updates will be delivered. This helps people distinguish legitimate communications from breach-themed phishing attempts. Do not ask users to disclose passwords or payment details through an unexpected message as part of the notice process.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.How can a business draft a clear notice?
The following outline is a starting point for communication, not a legally sufficient template for every jurisdiction. Replace each bracketed item only after it has been verified; obtain legal review of required content, recipients, timing, and delivery method.
We are contacting you about a security incident involving [service or system]. We discovered it on [date]. Our investigation currently indicates that [plain-language description of confirmed event]. The information that may have been involved is [specific data categories]. We have [containment and remediation steps]. We are still investigating [specific unknowns] and will post an update at [location or channel] by [date or update cadence]. You can [specific protective steps appropriate to the data]. For help, contact us at [verified contact channels]. We will contact you about this incident only through [described channels]. Be cautious of unexpected messages requesting credentials or payment.
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As the investigation develops, revise the notice when material facts change. Keep the distinction between confirmed information and unresolved questions clear in every update.
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