Autonomous AI Institute Management System
Next-generation multi-agent command studio. Synthesize class-specific weekly routines, 1-year master academic roadmaps, 4-set anti-cheat exam seating, and official bilingual circulars — deployable directly to the live database in real-time.
Timetable Synthesizer
Synthesizes weekly schedules with pedagogical difficulty curves, teacher duty balance, and midday prayer breaks.
Academic Master Roadmap
Synthesizes 1-year instructional calendars, NCTB syllabus distribution quotas, and examination milestones.
Exam Set & Seating Plan
Interleaves alternating classes on shared benches, distributes 4 question sets (A, B, C, D), and allocates invigilators.
Official Notice & SMS Agent
Generates official circular notices with formal Bangla + English translations and 140-char parent SMS broadcasts.
Workload & Health Auditor
Audits teacher duty hour ceilings, identifies fatigue, and cross-references Bangladesh Govt holiday rules.