Connect the event brief to documented vendor specialties
Start with approved profile records and the service categories the directory can support. A broad event request may involve catering, production and several other specialties, so define how those needs appear as separate choices. Semantic similarity can help retrieve relevant records; it should not invent services a profile does not document. Agree how service areas and unknown fields are represented. The catalogue team owns the source records and profile publication decisions.
