Using the ordering skill plus the Apex skill, Andrew asks for an order against a brand's live Apex Trading menu and the agent reconciles it against his product lines, his depth targets, and his best performing products. It recommends substitutions where the menu doesn't carry what he'd normally buy, and it flags supply problems honestly: only 24 of 176 units fillable on one line, which puts it at 11 days of supply against a 21 day target.

Danny Gold also covers where LLMs genuinely earn their keep in this workflow, which is fuzzy product matching across a spreadsheet, a PDF, and a marketplace listing that all describe the same product differently.

The important constraint throughout: it doesn't stock more than you need. Trying to buy everything available on a menu is how you end up with aging inventory.

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