freight-email-parser

Automate freight email parsing by connecting Gmail IMAP or Microsoft Graph to classify quote requests, carrier communications, PODs, and invoices, then extract origin, destination, and equipment data to generate SMS or email alerts.

Yes, freight email classification supports HuggingFace zero-shot classifiers with a regex fallback mechanism to identify quote requests, BOLs, and invoices, ensuring accurate data extraction even when machine learning confidence is low.

Automated freight inbox monitoring tracks carrier replies and flags overdue quotes for follow-up by maintaining state storage, generating actionable SMS summaries, and drafting ready-to-send email replies for brokers.

Yes, connecting Microsoft Outlook Graph requires optional OAuth-based account linking via a lightweight auth service to securely access inboxes and extract freight invoices, PODs, and carrier communications.

The best way to extract structured data from freight quote emails is using a modular pipeline that combines zero-shot classification with dedicated quote extractors to pull origin, destination, equipment, and dates automatically.

Regex fallback for classifying freight carrier communications may struggle with highly variable email formats or unstructured text, making it less accurate than zero-shot classifiers for complex invoice or POD extraction.