Design a read-heavy service for org chart subordinate counts

Given manager-report relationships for a company, answer "how many people are under this person?" for any employee, at high read volume. Then handle changes: when a reporting relationship moves, how do you update the counts for everyone affected? Discuss precomputation, storage and consistency.