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AptitudAI

Defensible evidence of learning.

Question banks drafted from existing course material, mapped to programme learning outcomes, and approved by faculty before any student sees them.

Universities and colleges

Adaptive Assessment for Higher Education

Faculty ingest the syllabus, readings and lecture material. The engine drafts items across every question type and ties each one to a programme learning outcome. Faculty approve, the assessment runs adaptively, and the report answers the question accreditation actually asks: did students meet the stated outcomes?

  • Accreditation evidence by learning outcome, on demand
  • Question banks in hours rather than semesters
  • Continuous measurement across the term, not a single high-stakes sitting

What is in it.

Outcome mapping

Items are tagged to programme and course learning outcomes, so the accreditation evidence is a report rather than an argument.

Every question type

Multiple choice, fill in the blank, short answer and long answer, scored consistently.

Bias review

Each item is checked for linguistic and cultural load before it ships, and the check is logged.

LMS integration

Runs inside Canvas, Moodle, Blackboard and Microsoft Teams. Grades flow back without re-keying.

Faculty in control

Approval, editing and final marks stay with the instructor. The engine drafts and adapts; it does not decide.

Other products

See Adaptive Assessment for Higher Education on your own material.

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