Building SchoolFlow Agent for teacher absence coverage

Hi everyone! I’m Dr. Zahraa Al-Ansari, an AI in education researcher and the founder of Zahraa Al-Ansari Academy, based in Hail, Saudi Arabia.

I’m building SchoolFlow Agent to help school leaders manage teacher absences. It suggests suitable substitutes based on subject, grade level, and workload, and leaves the final decision to school staff.

If you’ve worked on school scheduling or staff allocation, I’d love your input. When no substitute meets every criterion, what should the school prioritize first?