---
title: "Automatic task and deadline extraction (action items to PM)"
description: "Everyone is enthusiastic at the end of the call and the tasks stay on scraps of paper. The AI detects commitments from context ('Gábor sends the corrected CAD d"
canonical: https://automataai.hu/en/workflows/scheduling-meeting-ops/action-items-to-pm
language: en
publisher: Automata AI
updated: 2026-09-19
---

# Automatic task and deadline extraction (action items to PM)

Category: Scheduling, calendar management and meeting ops


Everyone is enthusiastic at the end of the call and the tasks stay on scraps of paper. The AI detects commitments from context ('Gábor sends the corrected CAD drawings by Friday noon', 'Tamás requests insurance quotes by Monday'), calls ClickUp, Asana, Trello, Notion or Jira, creates the card with owner and exact deadline, and attaches a 15-second audio clip as evidence.

## How it works

1. Semantic commitment detection
2. Card with owner and deadline
3. Audio snippet attached

Tools: ClickUp, Asana, Notion, Jira, n8n

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