Da1 Timetable: school timetabling in minutes, not weeks
Constraint-solving AI that turns weeks of school timetabling into minutes.
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Challenge
Timetabling is one of education’s nastiest constraint-satisfaction problems: hundreds of teachers with workload caps, rooms with capacity limits, subjects with clashing requirements, multiplied across branches. Schools traditionally throw weeks of administrator time at it every term and still end up with conflicts. Da1 Timetable resolves the whole matrix in minutes.
Approach
We built the AI scheduling engine and the SaaS around it: a React frontend where administrators express their institution’s real-world constraints, a Node.js and Python backend where the solver balances teacher workloads, room allocation, and multi-branch logistics simultaneously, and integrated payments for institutional subscriptions. The result is conflict-free academic planning that regenerates on demand when reality changes mid-term. Live at da1timetable.ai.
Outcome
Administrators now describe their real constraints once and get a conflict-free timetable in minutes instead of weeks of manual work.
When something changes mid-term, the timetable regenerates on demand. The product is live with institutional subscriptions at da1timetable.ai.
Key results
- Resolves complex cross-branch scheduling conflicts in minutes
- Balances teacher workloads, rooms, and multi-branch logistics
- Regenerates conflict-free timetables when constraints change
- Live in production at da1timetable.ai
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