How a 32-team single elimination bracket runs
A 32-team single elimination bracket is 31 matches over 5 rounds, and a single loss ends a run.
If that is more than your day allows, the 16-team single elimination bracket is shorter. With more entries than you planned for, see the 64-team single elimination bracket. For any other size, the bracket maker builds the same bracket for the number of teams you actually have.