AI agents for cafés and bakeries

In a café or bakery the owner is usually the head baker too: recipes and costing, the daily bake plan, ordering flour, butter and packaging, custom-order quotes, wholesale accounts and prices. Bakers start early from a bake sheet and decorate custom cakes. Counter staff and baristas run the POS, hand out pre-orders, answer ingredient questions and build drinks to the house spec. A wholesale lead looks after standing orders for cafés and shops, delivery runs, invoices and credits for returns.

Orders come from everywhere. Custom cake requests arrive by phone with the servings, filling or pickup date missing. Retail pars, pre-orders and wholesale standing orders sit in different places, so the morning bake is pieced together by hand. Holiday pre-orders are counted on paper, and some years the shop oversells and bakes until dawn. Butter, eggs, chocolate and coffee prices move, and the recipes were costed once when the shop opened.

An agent works from your POS, order forms, recipe book and delivery notes, and the owner approves what goes out.

• Checks custom cake orders for missing details, lead time and allergen notes, and drafts the quote.
• Builds one daily bake sheet from shelf pars, pre-orders and wholesale standing orders, for the baker to set the final quantities.
• Runs a holiday pre-order window with a cap on what the kitchen can bake and spread-out pickup slots.
• Drafts weekly wholesale invoices and statements from delivery notes.
• Compares end-of-day waste with sales and suggests new shelf pars.
• Recosts recipes when supplier prices move and flags products whose margins have gone thin.
• Notices regulars who stopped coming and drafts a win-back note, sent only to customers who agreed to marketing.

The allergen statement on any label or answer is the owner's, checked against every recipe and supplier sheet. Packaged goods need allergen labelling, shared equipment means cross-contact, and any "may contain" wording comes from the owner, never the agent. Home bakeries work under state cottage food laws with set label wording, so a label tool uses the owner's own state text. Prices, bake quantities, refunds and deposit exceptions are people's decisions. Deposits go through the payment provider's link, and the agent never sees card numbers. Customer messages are drafted by the agent and sent only once the owner has approved the wording.