Introduction One of the core objectives for any manufacturer is maintaining high system efficiency and productivity to consistently meet customer demand. For companies producing multiple product variants on the same assembly line, this challenge becomes even more complex. Mixed-model production introduces variation in work content, cycle times, and labor requirements—and without a structured approach, this variation disrupts flow, increases waste, and reduces overall output.