Effective implementation of Lean Six Sigma hinges on successful completion of the Define phase. This initial stage sets the groundwork for future efforts by clearly defining project goals, scope, and key performance indicators (KPIs). To ensure optimal outcomes in the Define phase, engaging relevant stakeholders is paramount. Engagement with