Build a customer inquiry classifier for a membership support team

A membership support team needs a customer inquiry classifier that makes ownership visible from request to review. The assignment calls for a focused implementation, practical decisions during delivery, and notes the client can use after handover. The final package needs to be immediately usable while supporting later changes.