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When a chatbot is the wrong interface

November 2025

Classification, extraction, routing, and background drafting suit most operations work better than another chat pane.

Defined input and output — invoice in, fields out — calls for a pipeline, not dialogue.

Chat fits fuzzy problems where a person remains in the loop.

Before building a bot, ask whether a button, filter, or inline suggestion covers most of the need.