A distribution inbox prepared for faster review
A transparent example of how a distributor could organize routine delivery and product questions without automating commercial decisions.
The operating situation
A distributor receives repeated messages about delivery windows, product documents, order status, and availability. The team can answer them, but response time grows during busy periods and important exceptions are mixed into the same inbox.
The proposed setup
The pilot is deliberately narrow and review-first.
- One shared inbox connected through Gmail or Outlook
- Current delivery terms, product FAQs, and approved reply examples
- Draft-only behavior for eligible routine questions
- Immediate escalation for pricing exceptions, bank details, contracts, and unclear attachments
What the team would see
Eligible messages receive a grounded draft with the relevant source context. Messages outside the boundary appear in the action queue with a clear reason. A person remains responsible for the final reply.
After sent messages, expected responses can enter a follow-up timeline so commitments do not disappear inside the mailbox.
What a real pilot should prove
No outcome should be claimed before the company measures it.
- Change in time to first prepared response
- Approval rate and average editing required
- Escalation accuracy for commercial exceptions
- Staff time recovered during peak volume