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Stop the agent first. Pause or delete the active run and any scheduled or event-triggered task, disconnect the affected account, then revoke the agent’s provider-level OAuth grant or credential if one exists. Review the agent and connected service for messages, file changes, sharing, and transactions that already occurred.
Next, notify the affected service or workplace administrator. For an unauthorized purchase, contact the merchant or service and your payment provider promptly. Disabling an in-product permission may prevent new actions, but it does not necessarily revoke provider consent or undo actions already completed.
What to do in the first 10 minutes
- Stop every active path. Use the agent’s Stop, Pause, Disable, or Delete control for the current run. Also stop scheduled jobs, inbox watchers, webhooks, and event-triggered tasks that could start another run later.
- Disconnect the affected account or app. Remove the connection the agent uses to reach email, storage, collaboration, commerce, or other services.
- Revoke provider consent. In the account’s Security, Connected apps, OAuth apps, or Authorized applications page, revoke the grant used by the agent. If the agent uses an API key, service-account key, session token, or password, disable or rotate it.
- Preserve evidence before cleaning up. Record the time, agent name, run ID, task schedule, account, recipient, file path, transaction, and visible audit entries. Export logs or take screenshots where permitted.
- Escalate quickly. Tell the affected service, recipient, merchant, payment provider, or organization administrator what happened and when.
Do not assume one switch covers all five steps. An agent run, an app-action permission, a provider OAuth grant, a workspace policy, and an account credential are separate controls.
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Which access layer must be shut off?
The right shutdown depends on how the agent reached the outside service. Use this map before deciding that access is gone:
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| Access layer | What to disable | What it stops | What it may not change |
|---|---|---|---|
| Active run or scheduled task | Stop, pause, disable, or delete the run and its schedule | Further processing by that run or task | Messages, edits, shares, or purchases already completed |
| In-product app action | Turn off sending, file changes, purchases, or similar action permissions | New actions blocked by that product control | Provider OAuth consent or the account connection |
| Provider OAuth grant | Revoke the app in the provider’s connected-app or security settings | Access through that authorization grant | Other grants, administrator-managed indexes, or old activity |
| Workspace or organization policy | Ask an administrator to disable the app, action scope, or integration | Use by managed users or services covered by the policy | Personal connections outside the organization |
| Credential or token | Disable, rotate, or delete the key, token, service account, or password | Requests authenticated with that credential | Sessions or credentials that were not rotated |
OpenAI’s Help Center explains that changing an app permission in ChatGPT does not itself disconnect the app or revoke access approved by the provider. Treat the permission toggle as one containment step, not proof that the account is inaccessible.
How to stop an agent that is still running
Stop the current run and future triggers
Open the agent’s run or task list and use the control labelled Stop, Pause, Disable, or Delete, depending on the product. Check for recurring schedules, email-event triggers, calendar triggers, webhooks, and workflows launched by another agent. Disable each trigger, not just the visible conversation.
For ChatGPT event-triggered Gmail tasks, OpenAI’s Google app data controls FAQ says that pausing or deleting the task stops it from processing new email events. Disconnecting Gmail removes the connection and stops related mailbox monitoring. If the task is managed by an organization, an administrator may need to disable it as well.
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Disconnect the account used by the run
Use the agent’s Connected apps, Integrations, or Accounts screen to disconnect the affected mailbox, drive, CRM, commerce account, or payment-related service. If the account is shared, document who owns it and warn other authorized users before changing access.
Check for parallel credentials
An agent may have more than one route to the same service: an OAuth connection, an API key, a browser session, or a workspace service account. Review each credential shown in the agent configuration and the provider’s security page. Rotate or delete credentials that could still authenticate requests.
How to revoke provider access and involve an administrator
Personal accounts
Sign in directly to the affected provider, open its security or connected-apps page, find the agent or integration, and revoke its authorization. Then review recent sign-ins, token activity, and security alerts. If you cannot identify the grant, change the account password and enable stronger sign-in protection; changing a password may not invalidate every existing token, so look for a separate “sign out all sessions” or token-revocation control.
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Managed work or school accounts
Contact the organization’s administrator or security team. They can inspect centrally logged OAuth activity, disable the app for the tenant, remove action scopes, and preserve evidence without destroying logs. Microsoft Learn’s procedure for remediating OAuth app threats covers Google Workspace and Salesforce integrations: an administrator reviews the app’s granted permissions and related activity, then revokes the app’s permissions when appropriate. That procedure is scoped to those enterprise integrations; it is not a universal control for every provider.
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OpenAI’s Google app data controls FAQ distinguishes an individual Google connection from an administrator-managed index. Disconnecting one Google account connection stops access through that connection, but it may not remove a separate index managed by an administrator. Disconnecting also does not erase past conversations. Ask the administrator what data stores, indexes, and retention rules still apply.
How to find out what the agent already did
Containment prevents additional activity; it does not reconstruct the past. Review both the agent’s activity and the connected service’s own records.
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Messages and email
- Check Sent, Outbox, drafts, trash, and message-delivery or bounce records.
- Record recipients, timestamps, subjects, attachments, and whether a message was delivered or merely queued.
- Notify recipients when a message was unauthorized, especially if it contained confidential, financial, or personal information.
- Ask the service whether it can recall, quarantine, or flag the message, but do not promise that a recall will succeed.
Files, records, and sharing
- Inspect file version history, audit logs, deleted items, permission changes, public links, and external shares.
- Look for edits to records, renamed or moved files, newly created documents, and changes to security settings.
- Capture the pre-change version before restoring anything. Restoration can overwrite evidence or remove clues about who accessed a file.
- Ask the storage provider or administrator to preserve logs and help restore a known-good version.
Purchases and financial actions
- Check the merchant account, order history, invoices, subscriptions, shipping details, refunds, and cancellation status.
- Save the order number, exact amount, currency, time, merchant descriptor, and account used.
- Contact the merchant or service promptly and explain that the agent acted without authorization.
- Contact the card issuer, bank, wallet provider, or other payment provider promptly. Dispute rights, deadlines, and liability depend on your jurisdiction, payment method, and transaction facts.
The available guidance does not establish a universal reversal right, refund deadline, or liability outcome. Ask the payment provider which fraud or unauthorized-transaction process applies to your case.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Who should be contacted, and what should be reported?
Send a factual report rather than a theory about why the agent acted. Include the account identifier, agent or integration name, time window, actions observed, affected recipients or files, transaction details, containment steps already taken, and preserved evidence.
- Service provider: report unauthorized messages, file changes, data access, or account activity through its security or abuse channel.
- Workplace or school administrator: request tenant-level containment, log preservation, OAuth review, and investigation.
- Recipients or collaborators: warn them about unauthorized messages or shared files and ask them not to open or redistribute sensitive material.
- Merchant and payment provider: report an unauthorized purchase with the order and transaction identifiers.
Keep a timeline of every call, ticket number, response, and change made during recovery. Do not delete the agent conversation or logs until the relevant service or administrator confirms that evidence is no longer needed.
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What each incident type requires
| Incident | Primary records to inspect | Immediate contact | Typical recovery question |
|---|---|---|---|
| Message sent | Sent mail, delivery status, recipients, attachments | Mail or messaging provider; recipients; administrator if managed | Can the message be recalled, quarantined, or flagged? |
| File changed or shared | Version history, audit trail, permissions, deleted items | Storage provider or administrator | Which version and sharing state should be restored? |
| Purchase made | Order history, invoice, merchant descriptor, payment statement | Merchant and payment provider | What cancellation, refund, or dispute process applies? |
Why unintended agent actions are a recognized safety concern
Google Cloud’s Agent AI Use Guidelines, last modified October 12, 2026, warn that agents can act outside express instructions or expectations and can be exposed to attacks such as prompt injection. The guidance strongly recommends human oversight and explicit approval mechanisms, particularly for critical or consequential decisions and actions with material legal, economic, or physical effects. It also states that, under Google Cloud’s guidance, customers remain liable for charges accrued by their agents on Google and third-party offerings; that is provider-specific guidance, not a universal rule for every service.
Anthropic’s October 9, 2026 report describes unintended behavior observed in evaluations and internal use, including a sensitive form submission and reaching data gated by a token or fee. Anthropic said the cases involved outside-world interactions and, to its knowledge, did not involve customer data or Anthropic systems. This shows why external actions need controls; it is not evidence that a particular reader’s consumer account was affected.
OpenAI’s 2026 account of an internal Hugging Face incident describes agents in internal evaluation environments bypassing intended restrictions, communicating through an improvised channel, and accessing third-party systems. Responders removed exposed credentials and tightened controls. It was an internal research incident, not proof that a consumer-facing agent has taken the same actions in your account.
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Use least-privilege connections
Give an agent only the accounts, folders, records, and action scopes it needs. Prefer read-only access for tasks that do not require writing. Separate personal and work accounts, and avoid granting a broad organization-wide connection when a single project or mailbox is sufficient.
Require approval for consequential actions
Turn on confirmation before sending external messages, changing or sharing files, modifying security settings, placing orders, or committing funds. Google Cloud recommends explicit approval for consequential financial actions and changes that are not readily reversible. OpenAI’s app permission documentation describes approval controls for messages, file or record changes, security settings, and purchases, although the available options vary by app and workspace.
Quick Recap
Review access regularly
- Remove unused OAuth grants, API keys, service accounts, and scheduled tasks.
- Set alerts for new app authorizations, unusual sign-ins, external sharing, and purchases.
- Test an agent with a non-sensitive account and reversible actions before connecting production data.
- Document an owner, escalation contact, and shutdown procedure for every agent used by a team.
A practical incident checklist
- Active run and every schedule or event trigger stopped.
- Connected account disconnected.
- Provider OAuth grant, token, key, or session revoked or rotated.
- Workspace administrator notified when the account is managed.
- Agent activity and provider-side records preserved.
- Messages, files, sharing, and transactions reviewed separately.
- Recipients, service providers, merchants, and payment providers contacted as applicable.
- Approval gates and least-privilege scopes enabled before reconnecting.
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