A restaurant voice agent that improvises a dish or misses an allergy note is worse than a busy signal. The menu, the modifiers, the out-of-stock list, and the point-of-sale menu are the product. Average order value only counts if the upsell is a real item the kitchen can make.
What makes AI work different here
- The menu is the source. Items, sizes, and modifiers come from the POS menu. The agent does not invent a combination the kitchen cannot ring in.
- Allergies and special requests escalate. Those are not a confidence game. They go to a person or a required confirmation the kitchen sees.
- Upsell has to be a real add-on. Suggesting something that is not on the menu, or that the guest already refused, is a failed order.
- The call still has to land in the POS. A pleasant transcript that never becomes a ticket does not feed anyone.
Where we typically start
We start from the POS menu, the hours and stores in scope, and the requests that must reach a person. The published restaurant study is a voice ordering agent measured on average order value from real add-ons.
Services we typically provide
Case studies from this industry
Frequently asked questions
Will it invent specials?
No. If the item is not on the menu feed, it does not offer it.
What about allergy requests?
They are confirmed explicitly and surfaced to the store. They are not folded into a casual upsell.
Does a higher order value mean it pushed people?
The published study's point was correct, context-aware add-ons. An upsell of an item that is not sold, or that the guest refused, is a failed order, not a win.