01

From raw email to data layer

The inbox contains cargoes, vessels, routes, dates and broker identity, but not in a searchable structure.

02

What should be stored

Structured fields, confidence score, source fragment, original email metadata and processing status create a useful working record.

03

Why governance matters

Once email data becomes structured, retention, access, export and review rules become part of the product decision.

04

How LaycanMatch fits

LaycanMatch is a pre-CRM layer that structures broker emails before the desk exports, matches or hands work into other systems.