Deploying ChatGPT in business: assigning tasks in 3 minutes

At the metalworking plant PF-FORUM, Kaiten and ChatGPT were integrated to assign tasks automatically right after planning meetings. A manager now writes a short request, and the assistant creates the cards, assigns the people responsible and adds acceptance criteria. As a result, the time spent on routine task distribution fell from 30+ minutes to 2–3, and daily meetings dropped to 5–10 minutes.

AI-processed from Habr AI; edited by Hamidun News
Deploying ChatGPT in business: assigning tasks in 3 minutes
Source: Habr AI. Collage: Hamidun News.
Listen to article

Deploying ChatGPT helped PF-FORUM, a metalworking plant, cut task assignment from 30 minutes to 3 minutes per request to an AI assistant.

How does ChatGPT help a manager assign tasks?

Instead of doing the work by hand after a planning meeting, a manager now spends 2–3 minutes on a request to the AI assistant, which cut the time from half an hour to a few minutes per request.

Why was task assignment a bottleneck before?

Office tasks lived apart from the digital infrastructure: instructions were passed on verbally and kept in notebooks and personal notes, while a single manager could be responsible for 15–20 employees.

How do you deploy ChatGPT for task assignment in a business?

Based on PF-FORUM's experience, you need to connect ChatGPT to a project management system (in their case, Kaiten) so that a manager can give instructions to an AI assistant, which automatically creates tasks in the system instead of someone entering them by hand.

What results did the AI deployment deliver?

Instead of half an hour of manual work, a manager now spends 2–3 minutes on a single request to the AI assistant.

Why should a company introduce AI into its business processes?

At PF-FORUM, office tasks were passed on verbally and kept in personal notes, even though production already had a digital infrastructure. The AI integration linked these processes and relieved managers of routine work.

How do you deploy ChatGPT for business?

Take PF-FORUM as an example: the company connected ChatGPT to the Kaiten task management system. Instead of half an hour of manual work assigning tasks, a manager now spends 2–3 minutes on a single request to the AI assistant.

Story

Key Questions Answered

How does ChatGPT help a manager assign tasks?

Instead of doing the work by hand after a planning meeting, a manager now spends 2–3 minutes on a request to the AI assistant, which cut the time from half an hour to a few minutes per request.

Why was task assignment a bottleneck before?

Office tasks lived apart from the digital infrastructure: instructions were passed on verbally and kept in notebooks and personal notes, while a single manager could be responsible for 15–20 employees.

How do you deploy ChatGPT for task assignment in a business?

Based on PF-FORUM's experience, you need to connect ChatGPT to a project management system (in their case, Kaiten) so that a manager can give instructions to an AI assistant, which automatically creates tasks in the system instead of someone entering them by hand.

What results did the AI deployment deliver?

Instead of half an hour of manual work, a manager now spends 2–3 minutes on a single request to the AI assistant.

ZK
Zhemal Khamidun — CPO at Alpina Digital, product manager of AlpinaGPT. Building AI products since 2019. Hamidun News is a pet project that grew into a production aggregator with 6,000+ readers.
✦ Unified AI Workspace · Nomad

Test Frontier LLMs & Autonomous Agents in One Workspace

Run Claude Opus 5.5, GPT-6, Gemini 3.1, and DeepSeek side-by-side in Nomad AI (nomadnet.ai) — unified model routing, deep research, and multimodal workflows under one subscription.

Try Nomad AI →Launch Nomad Agent
What do you think?
Loading comments…