Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Before connecting an AI agent to email, files, or work tools, define the task and check that its permissions, identity, and action controls match that task. Do not authorize a broad scope just because a setup screen says “connect account.” If the provider cannot explain what the agent can do, how consequential actions are approved, and how access is revoked, wait.

Start with the task, not the agent’s safety label

Write down the specific job you want done, the account it needs, the information it must read, and the actions it may take. For example, “summarize messages in this mailbox” is narrower than “manage my email.” Ask why every requested permission is necessary; leave a permission disabled if its purpose is unclear.

Keep two questions separate: what tools the agent is able to call, and what the connected identity is authorized to do through those tools. A tool may expose a send function, for example, while a downstream permission check limits what the agent can actually send. OWASP identifies excessive functionality, permissions, and autonomy as sources of excessive agency and recommends reducing them. See the OWASP guidance on excessive agency.

Read the permission screen as an action list

Inspect the scopes shown by the account service rather than relying on a generic connection button. Check whether access is read-only or includes changes, whether email can be sent or only drafted, and whether the agent gets access to one resource or an entire workspace. Look for bundled tools the task does not require.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.
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For an email summarizer, ask why it needs the ability to send or delete messages. Prefer the narrowest account, data, and action scope that still completes the task. A label such as “read-only” can reduce possible actions, but it does not by itself establish how data is handled or whether other connected tools can act.

Assume emails, webpages, and documents may contain hostile instructions

Content the agent reads is not necessarily trustworthy. Someone could place instructions in an email, webpage, or document that try to redirect the agent, expose information, or trigger a tool call. The agent should treat that content as input to the task, not as authority to change your goal.

NIST Center for AI Standards and Innovation technical staff described the risk in a January 17, 2025 article: “Currently, many AI agents are vulnerable to agent hijacking, a type of indirect prompt injection in which an attacker inserts malicious instructions into data that may be ingested by an AI agent, causing it to take unintended, harmful actions.” Read NIST’s discussion of agent-hijacking evaluations and OWASP’s prompt-injection prevention guidance.

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Ask the provider how it handles instructions in retrieved content and what checks compare a proposed action with your original request, permissions, and session context. A model’s statement that an action is allowed is not an independent security boundary; the tool call should be checked outside the model as well.

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Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Check how consequential actions are authorized

Sending a message, deleting data, making a payment, changing access rights, or taking another consequential action should not depend on broad advance consent. Look for a preview that identifies the specific action and target, followed by explicit approval when appropriate. Verify that approval applies to the action about to happen, rather than granting a general permission for later actions.

Ask whether an independent policy service or execution component checks the requested scope, privilege, and approval state before carrying out the action. Also ask what happens if that check is unavailable: a system that fails closed should stop rather than proceed without authorization. OWASP’s AI Agent Security Cheat Sheet recommends controls such as independent validation, audit trails, interruption, and rollback. A confirmation prompt is only useful if its coverage and implementation are clear.

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Understand the connected identity and credentials

Find out whether the agent acts as you or through a shared or privileged identity, and whether permissions are granular enough for the task. Ask how credentials are stored and transmitted, whether they can appear in prompts or logs, how long they remain valid, and how they can be revoked.

Prefer task-limited, tightly scoped credentials that expire when practical. NIST warns that static API keys and long-lived bearer tokens may be broad and reusable by anyone who obtains them; it also discusses short-lived, tightly scoped credentials using existing authorization approaches. Identity practices around agents continue to evolve, so ask for the provider’s current details rather than assuming a particular connection method resolves the issue. See NIST’s guidance on identity for agentic AI. Do not paste an account password or secret into a prompt as a substitute for a documented authorization flow.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Ask for relevant, repeatable security-test evidence

Request a dated description of tests that cover the actions and services you plan to connect. Useful evidence addresses malicious instructions embedded in email, documents, and webpages; attempts to misuse tools; and multiple attempts per scenario, with results tied to specific tasks. Ask whether tests are repeated after material changes to prompts, tools, memory, retrieval, policies, or model providers.

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NIST recommends adaptive evaluation, task-specific attack analysis, and testing across multiple attempts. OWASP says: “AI agents should undergo structured security testing before production deployment and after material changes to prompts, tools, memory, retrieval, policies, or model providers.” These recommendations describe what to look for; they do not establish that a particular vendor has performed the tests or passed them.

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Verify monitoring, interruption, and recovery

Before connecting, establish what activity is logged, who can inspect it, how sensitive data in logs is protected, and whether you can stop an in-progress action. Find the account service’s access-revocation controls and check how to remove the agent’s access. After disconnecting, review those settings to confirm the authorization was removed.

Logging, retention, interruption, rollback, and revocation behavior vary by provider and connected service. Check their current documentation for the specific account and plan you will use; general security guidance cannot establish an individual vendor’s current practices.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.
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Compare agents against the same task and account

If you are choosing between agents, assess each with the same intended task and connected account. Do not pick an overall winner based only on model brand or a generic “safe” label when the configurations differ.

What to compare What to establish
Permissions and tools Which data and actions are available, and whether any bundled capability is unnecessary for the task.
Identity and credentials Which user or service identity acts, how narrowly credentials are scoped, and how long they last.
Untrusted content How the agent handles instructions embedded in messages, pages, and files it reads.
Action enforcement Whether an independent component checks authorization and specific approval before consequential actions.
Security-test evidence Whether adversarial tests are relevant to your task, repeated across attempts, and current after material changes.
Monitoring and recovery What is logged, how actions can be interrupted, and how account access is revoked.

Use this pre-connection checklist

  1. Define the boundary: name the task, account, information needed, and allowed actions.
  2. Inspect each permission: distinguish reading from changing, drafting from sending, and a single resource from a whole workspace.
  3. Ask about hostile content: establish how the system prevents instructions in retrieved data from overriding your goal.
  4. Confirm action controls: require a clear preview and specific approval for high-impact actions, enforced independently of the model.
  5. Understand identity and secrets: verify whose identity is used, credential scope and lifetime, and the revocation process.
  6. Review evidence and recovery: ask for task-relevant security testing, monitoring details, interruption options, and access-removal steps.

If the requested access is broader than the task, or the provider cannot explain the action boundary and revocation process, do not authorize that scope yet.

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