Fact extraction, not fabrication
The AI's job is to read carefully and transcribe. If the customer said 'around 80 people, first weekend in June, at the Pendry', the draft event has guest_count=80, date near June 1, venue=Pendry. If they said 'in the fall' — date stays null. Missing > guessed.

