---
title: "Voice-to-quote from site surveys"
description: "After a survey the technician records a one-minute voice note in the van ('four 120x150 plastic windows, triple glazing, removal, brick'). Whisper + Claude extr"
canonical: https://aikkvnak.hu/en/workflows/quoting/voice-to-quote
language: en
publisher: AI KKV-nak
updated: 2026-09-19
---

# Voice-to-quote from site surveys

Category: Intelligent quoting and proposals


After a survey the technician records a one-minute voice note in the van ('four 120x150 plastic windows, triple glazing, removal, brick'). Whisper + Claude extract items, sizes and prices; the branded PDF is on their phone before they get home.

## How it works

1. Voice note via WhatsApp or Telegram
2. Transcription and extraction
3. Branded PDF quote ready to send

Tools: Whisper, Claude, APITemplate.io

Source: AI Automation Market Report and Practical Guide (2025–2026)