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You can use an AI chatbot with confidential work or customer data only when your organization has approved the specific service, account, and task for that information. Then minimize and sanitize what you submit, check the service’s retention and access controls, and follow your organization’s incident process if you share something by mistake. A “no training” setting alone does not settle whether information is retained, reviewed, or accessible.
Get approval for the exact service and data first
Before entering work or customer information, confirm that your organization permits the specific chatbot, account type, and use case for the data’s classification. A provider’s consumer, business, and API offerings can have different defaults and terms, and settings can vary within a product. If contractual, sector-specific, or geographic requirements apply, ask your privacy, security, legal, or compliance team whether the approved configuration meets them. Do not assume that a chatbot is suitable simply because it is widely used or offers a business plan.
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For the approved service, check current privacy and data-processing terms, training defaults and opt-ins, retention and deletion behavior, administrative visibility, integration settings, and any required data-storage or processing location. Compare services across all of those issues: a security certification or a “no training” statement does not answer them all. OpenAI, for example, says that data from ChatGPT Business, Enterprise, Edu, Healthcare, Teachers, and its API platform is not used by default to train or improve models; that statement applies to the named products and should not be generalized to other providers, products, features, or configurations. OpenAI’s enterprise privacy information describes relevant product controls and qualifications.
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Use fictional or synthetic examples where they will do the job. If real information is necessary, provide only the smallest excerpt and detail needed for the task. Replace names and account identifiers with neutral placeholders, and remove credentials and unrelated personal or business details. This applies the FTC’s general data-security principle: “If you don’t have a legitimate business need for sensitive personally identifying information, don’t keep it. In fact, don’t even collect it.” That is general business guidance, not chatbot-specific legal advice. FTC: Protecting Personal Information: A Guide for Business.
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Removing a name is not always enough to anonymize information. A distinctive combination of dates, roles, locations, events, or other details may still identify a person or organization. Avoid pasting an entire customer record, case file, contract, or internal document when a short, redacted passage will answer the question. Never enter passwords, authentication codes, API keys, or anything your organization’s policy forbids submitting.
Understand training, retention, and deletion separately
Training is only one way submitted material may be handled. Also check whether the service keeps chat history or application state, logs content for safety or abuse monitoring, permits human review in relevant circumstances, and how deletion works—including whether provider backups or other copies persist. A visible conversation disappearing from your account does not by itself prove that every copy has been immediately removed.
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OpenAI’s API documentation says abuse-monitoring logs may include prompts, responses, and derived metadata and are retained for up to 30 days by default, unless a stated exception applies. Zero Data Retention and Modified Abuse Monitoring are approval-based controls with limitations; they do not guarantee that every endpoint or feature stores no application state. Check the applicable endpoint and feature before sending sensitive content. OpenAI API data controls.
OpenAI also describes encryption, retention controls for qualifying organizations, and data-residency options for eligible customers. Its enterprise documentation says customers control certain access and retention settings, while connected apps can retrieve internal or third-party information subject to workspace settings and user authentication. Business data may be processed by automated classifiers and safety tools; consult the description for the specific product and feature to understand the circumstances of any human review. OpenAI enterprise privacy and OpenAI Enterprise Privacy Policy provide product-specific details. These statements describe OpenAI offerings, not a universal rule for chatbots.
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Check who can access chats and connected information
Use the organization-controlled account, not a personal account, and establish who can view conversations, whether administrators can audit them, and what sharing settings are enabled. If the chatbot connects to email, file storage, or other internal systems, verify which sources are enabled and whether access follows the intended user permissions. A connection may expose information from internal or third-party sources; confirm that its scope is appropriate for the user and task.
Protect the account with multifactor authentication (MFA), preferably a phishing-resistant method where supported. CISA’s small-business guidance notes that strong passwords alone are no longer enough to protect accounts and systems. A FIDO2/WebAuthn security key can be a strong, phishing-resistant MFA option when the organization’s identity provider and chatbot account support it. MFA helps protect account access; it does not control a provider’s retention, training, or access to submitted content. CISA: Multi-Factor Authentication and CISA: Implementing Phishing-Resistant MFA.
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Follow a safe-use workflow
- Before use: Confirm approval for the specific chatbot, account, data classification, and task. Review applicable terms, data-use defaults, retention and deletion behavior, admin access, connected apps, and geographic requirements.
- Prepare the prompt: Prefer synthetic information. Otherwise remove direct identifiers and credentials, limit details, and include only the passage needed. Consider whether remaining details could identify someone in combination.
- During use: Stay in the approved organization-controlled account, check sharing and integration settings, and submit no information prohibited by policy.
- After use: Follow organizational retention and deletion rules. Know how to report a mistaken disclosure, and do not assume deleting a visible chat immediately removes every provider-held copy.
Know what to do after an accidental disclosure
Report an accidental submission promptly through your organization’s designated security or privacy channel, even if you delete the conversation. Follow the incident-response process rather than trying to resolve the exposure on your own. Your organization should make the reporting route clear and determine what steps are needed under its policies and any applicable obligations; the right response depends on the service, information, and circumstances.
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