I suggest using a cascade of AdaBoosted linear support vector machines which integrates with your relational database backend and exposes itself as a RESTful web service. Then factor that out as an in-house library for future lunch-intelligence applications.
Certainly letting everyone bring a brown bag or order in miso soup and hoagies is out of the question...