---
title: "Post-call admin: voice-to-CRM pipeline"
description: "When a call ends the system transcribes it, writes a three-sentence summary with sentiment, extracts tasks, deadlines and prices, fills the CRM record and creat"
canonical: https://aikkvnak.hu/en/workflows/voice/voice-to-crm-pipeline
language: en
publisher: AI KKV-nak
updated: 2026-09-19
---

# Post-call admin: voice-to-CRM pipeline

Category: Phone calls and voice AI


When a call ends the system transcribes it, writes a three-sentence summary with sentiment, extracts tasks, deadlines and prices, fills the CRM record and creates the salesperson's calendar task.

## How it works

1. Transcribe (Whisper, Deepgram)
2. Summarise and extract commitments
3. Update MiniCRM or HubSpot and the calendar

Tools: Deepgram, Claude, MiniCRM, HubSpot

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