tldr; They built an event/messaging system. When an event occurs they broadcast that event with meta data. (EG. event: reservation_booked, meta {..}). Before

tldr; They built an event/messaging system. When an event occurs they broadcast that event with meta data. (EG. event: reservation_booked, meta {..}). Before they tightly coupled reporting sql inside the business logic.