Getting a new restaurant live means menus, locations, hours and taxes, usually retyped by hand. Here is where an AI agent can take most of that work off your team.
Where onboarding time goes
Ask anyone who onboards restaurants onto an ordering, delivery or POS platform where the time goes, and you will hear the same answer: menus. One menu can have hundreds of items, each with modifiers, combo rules and prices that change by time of day. It arrives as a PDF, a photo of a printed menu or an export from another system, and someone has to type it in.
Add locations, opening hours, tax settings and payout details, and a single restaurant can take a day or more.
What an agent can do
An onboarding agent reads whatever the restaurant sends, pulls out items, prices and modifiers, and maps them to your platform’s menu structure. It flags what it isn’t sure about, such as a modifier that could belong to two items, instead of guessing. It can also fill in standard settings like hours and taxes from the restaurant’s website or previous system.
Your team’s job changes from typing to reviewing. Instead of building a menu from scratch, they check a draft and fix the flagged items.
What to watch out for
Prices are where mistakes cost money, so a person should check every price before a restaurant goes live, at least until you have months of data showing the agent gets them right. Menus also change often, so plan for updates, not just the first import.
Start with your most common menu formats and measure how much review time each draft needs. That number tells you when the agent is ready to take on more restaurants.
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