01

What the workflow problem is

Inbox automation should begin with explicit scope: mailbox, folders and dates. Download, classification and extraction need visible progress and failures so users know what happened to each message.

02

What LaycanMatch supports

LaycanMatch supports controlled historical import, new-email synchronization, structured offers, source review, retry states and duplicate handling.

Automating broker-email intake safely
Automating broker-email intake safely
03

Important product boundary

It does not guarantee that every message is relevant or every field is correct. Attachment extraction is not a required first-version capability.

04

How to evaluate it

Start with one folder and a short period. Reconcile found, imported, processed, irrelevant, duplicate and failed counts before enabling a wider sync.