A social club used ChatGPT to draft funding and liquor-license paperwork, cutting some jobs from days to hours?

A social club used ChatGPT to draft funding and liquor-license paperwork, cutting some jobs from days to hours

The time saved adds up to 10-15 hours a week — roughly a free part-time employee?

The time saved adds up to 10-15 hours a week — roughly a free part-time employee

You still have to check every fact and rule yourself, because AI can be confidently wrong on legal documents

Models & Releases

OpenAI News October 02, 2026

⚡Same staff, same paperwork — but 10 to 15 hours a week handed back.

Deep Dive

Key Points

A social club used ChatGPT to draft funding and liquor-license paperwork, cutting some jobs from days to hours
The time saved adds up to 10-15 hours a week — roughly a free part-time employee
You still have to check every fact and rule yourself, because AI can be confidently wrong on legal documents

Small businesses can now hand tedious paperwork to AI, saving days and thousands in hired help.