Choose an AI agent by the job you need done, the apps it can access, and the consequences of an error—not by a universal “best agent” ranking. Before connecting an account, confirm what the agent can read or change, how its provider and connected apps handle your data, and when it asks you to approve an action. Keep a person in control of work that is consequential or difficult to verify.
Start with the task and its risk
Write down the job you want done: for example, summarize email, find a file, draft a routine update, add a calendar event, or complete a multi-step web workflow. Then decide whether the agent needs only to retrieve information, create a draft, or take action in another service. Those are different levels of access and risk.
Assess the task along four dimensions:
- Repeatability: Does the same clear process apply each time?
- Impact: What happens if the agent makes a mistake or acts on the wrong information?
- Verifiability: Can you quickly and confidently check the result?
- Timing: Is there time for a person to review the output before it takes effect?
Repeatability alone does not make a task safe to automate. A predictable task can still be high-risk if an error is hard to detect or affects another person, a payment, or an important record.
Check that the agent fits your actual apps and account
Do not assume that a feature listed for a product is available in your account. Check the exact app, supported action, device, region, language, account type, and any administrator restrictions. Availability can differ between consumer and workplace accounts, and between product surfaces or plans.
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For example, Google says Gemini Connected Apps vary by product surface and region. ChatGPT app actions depend on provider authorization, workspace controls, and which actions are enabled. Confirm that the specific integration can perform the job you need—not merely that the service name appears in a connector list.
For work accounts, ask your administrator which apps and connectors are allowed. Organizational policies may limit access or actions even when a feature is documented by the vendor.
Understand what connecting an app permits
A connected app is both a permission grant and a route for data. Depending on the integration, an agent may retrieve information from an account, send information to an external service, or make changes there. Check these questions before connecting:
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- What content can the agent read, and from which account or folders?
- Can it create, edit, send, delete, purchase, book, or change records—or only retrieve information and draft?
- What information is sent to the connected service to complete the task?
- Can retrieved information be used by memory or personalization features?
- What do both the assistant provider and the connected app say about storage, processing, training, and human review?
Review the provider’s privacy terms and the third-party app’s terms separately: data sent to an external service may be handled under that service’s own policies. Connect only the services and data needed for the task, and disconnect integrations you no longer use. For ChatGPT, changing an app’s read/write or approval settings is not necessarily the same as removing the provider authorization; disconnecting the integration is the stronger access-revocation step described by OpenAI.
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Compare documented options by fit, access, and controls
These services are different products and surfaces, not equivalent agents in a controlled comparison. Their availability and safeguards depend on the account and configuration. Use the documented capabilities below as questions to investigate for your own setup, not as a ranking.
| Option | Documented use | Privacy and oversight checks |
|---|---|---|
| ChatGPT agent and connected apps | Can use connectors and websites to research and take supported actions; connected apps may provide information or perform actions. | OpenAI identifies prompt-injection risk, describes confirmation for consequential actions and active supervision for some tasks, and offers read/write and approval controls for eligible apps. Consumer and business data-use terms differ; app-provider policies also apply to data sent to third parties. |
| Microsoft Copilot Tasks and Microsoft 365 Copilot | Copilot Tasks is designed for multi-step workflows. Microsoft 365 agents can use configured knowledge and actions while respecting Microsoft 365 permissions. | Microsoft warns that Tasks can make mistakes and may need oversight. Work or school Copilot Chat has different data protections from consumer Copilot. Organizational agents remain subject to access and compliance controls, and administrators can govern apps and connectors. |
| Google Gemini Apps | Connected Apps can retrieve information and perform tasks such as summarizing email, managing calendar events, and working with tasks or reminders; availability varies. | Review Keep Activity, connected-app settings, data shared with third-party services, and possible training or human review. Google says a subset of connected-app interactions may receive human review; connected services can apply their own privacy policies. |
| Claude Cowork | Anthropic describes Cowork as an example of an agent handling work across apps, such as processing receipts through a sequence of steps. | Assess the model, instructions and safeguards, tools, and execution environment together. Anthropic identifies human control, interaction security, transparency, and privacy as principles for trustworthy agents. Current Claude consumer settings and connector availability are not established here. |
Set a clear boundary between reading and acting
Start with the least authority that can accomplish the job. Reading a calendar to summarize availability is not the same as creating an event; drafting an email is not the same as sending it. Before enabling an action, determine whether the system pauses for approval, whether an administrator can restrict it, and whether you can review the proposed change first.
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Give extra scrutiny to actions with external or lasting effects, such as sending messages, making purchases or bookings, or changing important records. An approval prompt can reduce risk, but it does not make an agent’s reasoning or output reliable.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Choose oversight according to the consequences
Automate predictable, low-impact steps when errors are easy to spot and correct. Keep a person responsible for decisions with serious consequences, subtle failure modes, or effects outside your own account. Microsoft’s task-selection guidance puts it plainly: “Delegating work to AI doesn’t transfer accountability.”
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Review privacy settings for personal and work accounts
Microsoft work or school accounts
Microsoft says prompts and responses in Copilot Chat under a work or school account are not used to train foundation models. It also says that content and related search queries are logged and may be available to IT administrators. These statements should not be generalized to consumer Copilot or every Microsoft agent product.
Google Gemini connected apps
Google says Gemini activity that includes connected-app data may be used to improve services, including training, when Keep Activity is on. Google also describes human review of a subset of connected-app interactions. Check the current activity setting and privacy notice before connecting sensitive accounts.
Other providers and connected services
For ChatGPT, consumer and business data-use terms differ, and external app providers have their own policies for information they receive. More broadly, check the current terms for both sides of every connection rather than assuming the assistant provider’s policy covers the entire data path.
Quick Recap
Use a short pre-connection checklist
- Name the job: Define the specific task and whether it requires retrieval, drafting, or an action.
- Verify fit: Confirm the integration and action are available in your account, device, region, and organization.
- Limit access: Connect only the necessary service and data; remove access you no longer need.
- Set the action boundary: Check what the agent can read, write, send, or purchase, and enable approval or pause controls where available.
- Plan verification: Decide how you will check the result and who remains responsible before the agent acts.
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