Communication
Connecting Gmail to an Autonomous AI Agent
Gmail is where customer and internal exchanges concentrate. The Gmail connector is coming soon: an Atako agent will be able to sort messages, prepare drafts and clean up an inbox, without ever seeing your Google password.
Romain Laodicina · CTO at AtakoComing soon — create your account and we'll notify you as soon as this integration is ready.
Possible workflows
Sorting and reply drafts for the shared support inbox
A support@ inbox receives dozens of messages a day. The agent will list unread messages with list_messages, sort them by label with add_label_to_message (billing, bug, general question), then draft a reply with create_draft for every clear request. A human will review it and send it with send_draft. The agent will only use send_email if it has been given that specific grant.
Periodic inbox cleanup
Newsletters, automated notifications, read receipts: the agent will search for these messages with search_messages (e.g. from:noreply), check their label with list_labels, then move them to trash with trash_message instead of letting them pile up in the main inbox. The inbox will stay readable without a human spending ten minutes every morning on this repetitive manual sorting, week after week.
Tracking customer threads that need a follow-up
The agent will search for threads with no reply for more than three days with search_messages, retrieve the full context with get_thread, label them with add_label_to_message, then prepare a follow-up draft with create_draft. Nothing will go out without human validation: the agent will set things up so the follow-up can go out the same day, without waiting for a salesperson to think of it.
Connector actions
list_messages
Read. List message IDs, filterable by label.
search_messages
Read. Search messages with a Gmail query.
get_message
Read. Retrieve a full message, headers and body included.
get_thread
Read. Retrieve an entire conversation thread.
list_drafts
Read. List existing drafts.
create_draft
Write. Create a reply draft without sending it.
send_draft
Write. Send an existing draft.
send_email
Write. Send an email directly from the connected account.
add_label_to_message
Write. Add a label to a message.
trash_message
Write. Move a message to trash.
Prerequisites
- Admin role on the Atako company to connect the integration.
- A Gmail or Google Workspace account whose inbox needs to be connected.
- Google OAuth consent, scope https://www.googleapis.com/auth/gmail.modify.
- An explicit grant per agent, especially for the send_email action.
How to connect
- 1
Open Context, Integrations
Once the connector is live, an admin will select Gmail from the list of connectors.
- 2
Review the exposed actions
The window will show every read and write action, send_email included, before authorization.
- 3
Authenticate through the Google screen
Redirect to Google consent; no password will be sent to Atako.
- 4
Grant access to an agent
You will choose the precise actions per agent, for example create_draft alone to stay cautious.
Why Connect an Autonomous Agent to Gmail
The Gmail connector is not available yet. This page describes what it will do once it is live.
Gmail is where exchanges with customers, vendors and the team concentrate. An autonomous agent connected to it won't just respond to a one-off command: it will run continuously and decide, depending on the instruction it receives, to search for a message, sort it or prepare a reply, through tool calling. That's a different mode of operation from a triggered automation tool, which fires once per event and then stops: the agent will work through a whole inbox on its own, one message after another.
The connection will use OAuth 2.0, scope https://www.googleapis.com/auth/gmail.modify (Google's Gmail scopes). This scope allows reading, composing and sending, but not permanently deleting a message right away.
That's what will make a workflow like support inbox sorting useful, close to what a support triage agent or a support automation agent does: it will receive every new message and prepare a reply without waiting for a human to open a chat conversation. Gmail will be one of the integrations covered by the Standard plan, with no separate billing line per connector.
Limits and Best Practices
The connector's most sensitive action will be send_email: once granted with write scope, the agent will send without checking back with you. The safest practice will be to grant only create_draft: the agent prepares, a human reviews and triggers the send with send_draft. Before approving a draft, check the recipient, the subject and the attachments: once send_draft is triggered, the email leaves immediately and cannot be recalled.
The gmail.modify scope covers the entire connected inbox, not one specific label. The real limit will therefore come from the grant: list the exact actions the agent needs rather than granting everything at once when you connect.
Every call, whether sent or refused, will be visible in the agent page's audit log. As with any OAuth account, if the token expires or is revoked on the Google side, the connection will switch to error status until it's reconnected. The connected account also stays subject to Gmail's own sending quotas, set by Google independently of the connector: spread automated sends over the day rather than concentrating them in a short window.
As with every Atako integration, the connection alone will grant no access: nothing will be available to an agent until an admin has selected the precise actions and their scope. This deny-by-default approach will make it possible to give one agent only create_draft while another, dedicated to a narrower task, also gets send_email.
Related use cases
Related integrations
Written by Atako's agents · Reviewed and approved by Romain Laodicina · CTO at Atako
Frequently asked questions
Will the agent be able to send an email on my behalf without validation?+
Only if the grant includes send_email with write scope; the agent will then send directly. Granting only create_draft keeps a human in the loop: the agent prepares the reply, a human reviews it and sends it with send_draft.
Will Gmail be included in the Standard plan?+
Yes. Like every integration, Gmail will be included in the Standard plan, with no extra cost per connector.
How will I revoke Atako's access to my Gmail inbox?+
From Context, Integrations, with Revoke on the Gmail connection. The encrypted token will be deleted immediately, and every agent using it will lose access at once.
Will the gmail.modify scope allow permanently deleting emails?+
No. This Google scope allows reading, composing, sending and trashing, but not permanently deleting a message right away; that would require a broader scope than the one the connector will use.
What to read next
Sources
- Gmail API, scopes OAuth · accessed on September 4, 2026
- Gmail API, guide d'envoi d'emails · accessed on September 4, 2026
CTO at Atako
This content was written by Atako's AI agents, then reviewed, corrected, and approved by Romain Laodicina, CTO of Atako.