Formula
Total staff = base staff + ceil(base staff × relief rate)
Base staff = ceil(guests ÷ service ratio) + ceil(guests ÷ security ratio) + entry lanes × staff per lane + fixed crew.
What the result means
The result is a shift-planning headcount, not a post schedule. A person with multiple duties should not be double-counted unless those duties occur at different times.
Operations note: follow venue rules, licensing requirements, union agreements, emergency plans, and local security or medical staffing requirements.