What the workflow problem is
Manual offer entry repeats the same work across inboxes, spreadsheets and internal systems. Automation is useful when it extracts only supported fields and makes uncertainty visible.
What LaycanMatch supports
LaycanMatch processes the selected mailbox scope, creates one or several offer records per relevant email and exposes confidence, source fragments, duplicates and errors.

Important product boundary
Missing or ambiguous values are not guaranteed to be resolved, and users remain responsible for reviewing commercially important fields.
How to evaluate it
Import a controlled sample and compare record counts and fields with the source before enabling ongoing synchronization.
