Process mining provides objective, data-driven process discovery from actual system behavior, while traditional analysis relies on interviews and documentation. Process mining reveals real process variants and exceptions, traditional methods capture intended processes. Mining offers quantitative insights, traditional methods provide qualitative understanding.