A teacher can't find a seating arrangement for a class of 25 with fluctuating attendance, a student with a significant odor problem, and various social dynamics, needing to keep certain students apart and avoid unfair burden on well-behaved students.

Workarounds Described

• Manually trying to figure out seating arrangements taking into account odor problem, behavior, and friendships
• Sitting odor-problem student with 'angels' as a temporary solution, but feeling it's unfair

Implied Software Gaps

• A seating chart tool that optimizes student placement based on multiple constraints (conflicts, needs, fairness)
• A system that can adapt seating plans based on which students are present each day

SeatSmart Classroom Optimizer

SeatSmart is a web-based tool that generates optimal seating charts for K-12 classrooms. It accounts for fluctuating attendance, student relationships, behavioral needs, and fairness, allowing teachers to create flexible arrangements in seconds. Unlike static spreadsheets or manual charting, SeatSmart uses an algorithm to balance all constraints automatically.