LLM-driven system that automates evaluation of course materials against accreditation criteria.
Manual CLO mapping took 4 hrs per course; 23% of programs failed initial review due to hidden gaps.
Faculty spent 4 hours aligning each course to accreditation rubrics.
23% of programs failed initial review due to overlooked compliance gaps.
1,200+ documents per cycle created merge conflicts and audit trail gaps.
LLM evaluates CLOs, assessments, and lectures against accreditation rubrics—cutting prep from weeks to 2 days.
Auto-scores CLOs, exams, and lectures against ABET & AACSB rubrics.
Interactive dashboard shows pass/fail by criterion and suggests fixes.
Tracks every revision and reviewer comment for external audits.