Zero-Shot Classification: Categorizing Emails Without Training Data

Zero-Shot Classification is an AI technique that categorizes emails into labels without needing a training dataset first. This is useful for quick setup: a team can start with categories like billing, support, sales, and partnerships immediately. Over time, human corrections can improve accuracy. For inbox automation, zero-shot classification is often the first layer that unlocks routing and suggested replies.