The team lived in Slack, but every request meant manual follow-up — logging IT tickets, answering the same support questions, updating CRM records by hand. It was slow, easy to drop, and pulled people away from real work. They needed automation that met them where they already worked, with enough intelligence to handle messy, free-text requests.