Let an AI operator in Telegram run day-to-day admin, but only propose changes that a person confirms with one tap
A couple running a small coworking space added an AI operator to their Telegram bot. It answers questions from live data and stages bookings, payments, expenses, leads and invoice drafts, but nothing is saved until a person taps Confirm, and invoices stop at a draft.