As maintenance request volume grew across hundreds of buildings, small inefficiencies turned into major blockers:
❌ Maintenance requests lacked consistent structure or urgency tags
❌ Scheduling was manual and error-prone — technicians were overbooked or double-assigned
❌ Techs often arrived without the right parts or instructions