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AI email parser and structured extraction

AI email parser API for structured operational intake

MailSlurp turns inbound messages and attachments into schema-constrained JSON that downstream systems can actually use. Start with one receipt, invoice, order, claim, or support workflow, then expand from there.

Trusted by top companies worldwide

  • Broadcom
  • Scraper
  • Trivago
  • Avast
  • Wolt
  • Panasonic

Product features

What teams need before trusting parser output

Use the MailSlurp features that make the workflow work reliably in production, not just in a quick demo.

Schema-guided extraction jobs instead of vague AI output

Structured extraction only matters when the output shape is explicit enough for downstream systems to trust.

  • Define schema-based JSON output expectations
  • Keep sender and template variation within a known shape
  • Hand structured records to operational systems confidently
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Parse message body and attachments in one workflow

Operational parsing often fails because the team handles attachments separately from the email context that explains them.

  • Use body context and attachment content together
  • Support document-driven workflows such as invoices and claims
  • Reflect how inbound processing works in production
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Save results and route them through APIs or webhooks

Parser output becomes operationally useful when it can be retrieved, pushed downstream, and tied to the message or attachment that produced it.

  • Return extraction results through API-driven workflows
  • Trigger downstream systems from inbox and attachment events
  • Keep parsed records tied to the original message artifact
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Replay and review when confidence is not enough

The best parser workflows plan for low-confidence output, sender drift, and operational review instead of hiding those cases.

  • Replay-ready architecture for failed runs
  • Review queues for partial or risky extraction
  • Safer production use
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MailSlurp product screenshot

Extract invoice, receipt, and vendor document data

Convert inbound documents and message content into structured records for AP, reconciliation, and back-office workflows.

MailSlurp product screenshot

Turn order and dispatch email into structured workflow data

Route inbound operational email into dispatch, spreadsheet, or workflow systems with normalized fields instead of manual interpretation.

MailSlurp product screenshot

Extract claim fields and supporting documents safely

Move claim identifiers, policy data, and supporting attachments into intake workflows with review when confidence is low.

Developer integration

Push inbound events into queues, CRMs, and internal systems

Use SDKs and webhook handlers to transform inbound messages into structured downstream work without mailbox sprawl.

  • Webhook-first ingestion patterns
  • Schema-friendly parsing and extraction
  • One integration approach across routing and OCR workflows

Extract data from inbound email

Turn manual mailbox intake into a structured operational workflow

Start with one message type, one schema, and one downstream system, then expand once the parser output and review process are stable.