Order emails read, matched to the right client and flagged by Jacob RalphOrder emails read, matched to the right client and flagged by Jacob Ralph

Order emails read, matched to the right client and flagged

Jacob Ralph

Jacob Ralph

Order confirmations arrived by email, so reading them, typing in the details, matching each order to the right client account and finding receipts across email threads was manual work with room for error. A language model reads the emails, pulls out the order details, matches each order to the right client account with a confidence score and flags uncertain cases for a person. Orders and attachments are stored in a spreadsheet and a document drive, and processed emails are labeled so none is handled twice.
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Posted Oct 15, 2026

A language model reads order emails, matches each order to the right client with a confidence score and flags uncertain cases for a person.