Sohum Berdia
← All systems Applied AI

AI that listens for the upsell

Call recordings become a simple yes or no: did we offer the add-on?

Problem

Managers could not listen to every customer service call, so they could not see whether reps offered add-on services.

System

  1. An n8n workflow collects call transcripts from the contact center.
  2. An LLM reads each transcript and returns a structured result: was the add-on offered, and which one.
  3. The results give managers a view across all calls, by rep.

Outcome

  • Coaching is based on every call, not a random sample.
  • Reps get feedback on real calls.

Stack

n8nLLMsStructured outputsContact center APIs
Want this in your company? Book a call