What are the key components and considerations in designing a real-time inventory tracking system?

Interview question asked to Engineering Managers, Software Engineers, Technical Program Managers and other roles interviewing at Flexport, Tiquets, SoFi and others: What are the key components and considerations in designing a real-time inventory tracking system?.