Introduction: Automated drip coffee bag packaging machines using vertical form-fill-seal tech enhance precision, hygiene, and efficiency for small-batch specialty coffee producers. In many specialty coffee setups, the daily routine exposes inefficiencies in packaging small batches consistently and hygienically. This gap often becomes apparent when