One request.
Two quantities.
An email says 200 sets. Its attachment says 240 pieces. Explore how AI assistance could organize a quote request without silently deciding what the buyer meant.
Enter the storyA clear next question, before the next quotation.
BEFORE A REQUEST BECOMES A QUOTATION
A tidy field
can still hold a wrong assumption.
Sales forwards a request to the estimating team. The item is identifiable, but the quantity and unit disagree across the sources. A useful handoff keeps that disagreement attached to the request and gives someone a clear question to ask.
Keep the sources.
Clarify the request.
Explore four moments. Select each step, or play the story.
Keep the email and attachment together.
The fictional buyer sends an item request by email with a specification sheet. Both source identifiers stay with the record so the next person can inspect what was actually requested.
This illustration does not read an inbox or accept uploaded files.Please quote item BK–04. Specifications attached.
The original wording stays linked to each source.
Fictional data · Visual concept
THE DECISION
Which number
would you pass on?
Choosing the email because it came first, or the attachment because it looks more formal, would hide the disagreement. Preserve both until the buyer’s intent is confirmed.
Open the clarification draft. The quantities will stay unresolved.
No conversion between sets and pieces. Quantity still needs confirmation.
Do you need 200 sets or 240 pieces? How many pieces should each set contain?
Draft only · not sentThe draft is ready for Mai to review. The buyer has not answered, so the prepared handoff still contains both quantities and units.
Illustration only. No email, customer contact, CRM update or quotation is sent.
THE USEFUL OUTPUT
A handoff someone can act on.
Without guessing.
Both versions preserved
The email and attachment retain their own quantities, units and source identifiers.
A precise question
Ask which quantity is intended and what a set contains. The answer remains pending.
Human responsibility
Sales reviews the question and confirms the request before the estimating team proceeds.
Quote Desk is a fictional concept, not an inbox agent or working CRM integration. No model runs and no message is sent here. Real use would start by checking what the existing CRM already handles, then measuring clarification effort and handoff errors.