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Use caseWorking the queueBeginner

Answer a reply with the right intent

A reply is classified and the response is drafted before you open it. The one thing worth checking before you send.

RDRevTech DeliveryAgent delivery team 2 min

The job

“I want to respond to a prospect reply quickly, and respond to what they actually said.”

  • Business development
  • Sales reps

Reply speed is one of the few things in outbound that reliably compounds: the reply is the moment the prospect is thinking about you, and the window closes in hours rather than days. The constraint is rarely willingness. It is that replies arrive in an inbox alongside everything else, and the ones that need a considered answer are exactly the ones that get postponed.

Classifying the intent first changes the shape of the task, because the hard part of answering a reply is deciding what kind of reply it is. A referral to someone else, a not-now, and a real objection need three different responses, and getting that wrong politely is still getting it wrong.

What it moves

  • Speed to lead
  • Reply-to-meeting conversion
  • Follow-up speed

The division of labour

What RevTech does, and where you decide

Agent workClassifies the intent of the reply and drafts the response that intent calls for
Human gateYou check the classification, then send or rewrite
Workflow KPISpeed to lead

In the product

How to do it

  1. Step 1 of 3

    Open the item, which arrives prefilled

    A ReplyReceived item carries the classified intent and a drafted response, and resolves through the message flow with the draft already in it. There is no blank page anywhere in this loop.

  2. Step 2 of 3

    Check the classification before the wording

    Read the original reply and ask one question: is this the kind of reply the draft thinks it is. Almost every bad send from this flow is a right-sounding answer to a misread intent — a keen response to a polite brush-off, or a defensive one to a genuine question. If the classification is right, the wording is usually fine.

  3. Step 3 of 3

    Send, or send it back

    Where the classification is wrong, ignoring the item with that as the reason is worth more than quietly rewriting it. The rewrite fixes this reply; the reason is what makes the classification better on the next one.

What arrives

What this puts in your Action Center

ItemWhat is preparedHow it resolves
ReplyReceivedThe classified intent and a drafted responseThe message flow, prefilled

What to take away

  • The draft is only as good as the intent it was written for. Check the classification first.
  • A misread intent is worth reporting as a reason, not just fixing in place.
  • Speed is the point: the reply window is hours, and the draft is what makes hours realistic.
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