MAG OptiAI

Use cases

SchedAI use cases

Production, service, employee, and academic scheduling scenarios built around real operational constraints.

Production Scheduling

How SchedAI helped a precision manufacturing team manage flexible job shop constraints, compare what-if scenarios, and choose a stronger production plan.

Service Scheduling

How a service team turned a pressured HVAC dispatch baseline into a stronger recovery plan by adding targeted Wednesday capacity, switching to open routes, and validating the result with AI Compare.

Employee Scheduling

How an urgent-care team found Friday evening and weekend coverage gaps, tested a targeted float clinician, and improved coverage before publishing the schedule.

Academic Timetabling

How SchedAI exposed room-fit pressure in a feasible university timetable, tested one right-sized seminar room, and validated the stronger plan with AI Compare.