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guide

Inbound Email for AI Agents

Inbound email is the hard half of agent email. MIME is messy, replies include history, attachments can be unsafe, and the sender identity may not map cleanly to an app user. This guide covers the practical inbound pipeline for agent products.

last updated 2026-05-07 4 sections
section 01

Inbound pipeline

The pipeline starts with MX records and ends with a validated task for the agent. Keep every transformation explicit: raw message, parsed payload, normalized fields, user match, policy decision, agent task, and audit record.

stepoutputrequired check
ReceiveRaw MIME or provider event.Message ID captured.
ParseHeaders, text, HTML, attachments.Quoted text and attachments handled.
NormalizeClean body and structured fields.Schema validation passed.
IdentifyUser, account, or external sender.Ambiguous identity routed to review.
AuthorizeAllowed action and risk level.Policy matched before model input.
DispatchAgent task or human review item.Audit log created.
section 02

Validation checklist

Provider webhooks should be treated like any other external API surface. Validate before enqueueing the task. Do not rely on obscurity of the webhook URL.

  • ok Verify signature or shared secret.
  • ok Reject events with missing provider message ID.
  • ok Deduplicate by provider message ID and recipient mailbox.
  • ok Enforce attachment size and type limits.
  • ok Normalize sender and reply-to separately.
  • ok Store raw payload for debugging with retention controls.
section 03

Structured extraction

Agents should not act directly on free-form email text. Extract a narrow structured object first, then validate it. The extraction schema should include intent, entities, confidence, risks, requested action, and whether human review is required.

fieldpurposeexample
intentWhat the sender appears to want.reschedule_meeting
entitiesSpecific objects from the email.date, account, invoice, order_id
confidenceWhether the model is certain enough.high, medium, low
riskReason to slow down or require review.new recipient, money movement, attachment
requested_actionThe possible tool call.send_reply, create_ticket, update_crm
review_requiredPolicy gate before action.true or false
section 04

Provider fit

Inbound, CloudMailin, Mailgun Routes, Postmark Inbound, and SendGrid Inbound Parse all fit different shapes. The deciding questions are payload quality, retry behavior, attachment handling, domain routing, and debugging logs. If inbound is central to the product, choose the provider around inbound first and outbound second.

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