n. Nico Loperena
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Let the model draft. Let a person decide.

Check AI suggestions against real carts before a rule can spend the shop's money.

Tess runs a small print shop.

Monday she wants the quote form to suggest paper and finish so buyers stop guessing. She asks for help.

Miles pastes every AI suggestion straight into the live form. Auto-size. Auto-discount. Auto "best price." It looks smart on his screen.

June does something quieter. She pulls three real quotes from last week: a rush banner, a short business-card run, and a one-off poster. She walks each suggestion against those carts before anything goes live. Two rules would have underpriced the rush job. She parks them.

Tuesday, Tess's form still takes honest quotes. Miles's version had already given away a morning of margin.

AI was fine here. What mattered was who checked the real carts before the rule could spend the shop's money.

Let the model draft. Let a person decide what ships.

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