LogAIAssurance of learning

The assurance-of-learning layer for AI-era assessment. Licensable per unit, per course, or across your institution.

Assurance of learning · AI-ready

Make AI-era assessment defensible.

LogAI is the declaration and reflection tool universities deploy alongside their AI policy. Students explain how they used AI. Educators see the process behind the submission — not just the output. Integrity cases fall because disclosure stops feeling like accusation.

Evidence educators trustTamper-evident, hash-chained declarations exported as a signed PDF per assessment.
Assurance of learning, visibleReflection, process notes, and optional prompt capture attached to every submission.
Integrity without accusationLow-stakes disclosure replaces detection theatre — students disclose more honestly.
  • Deploys per unit, per course, or at institution scale.
  • Sits alongside Canvas, Moodle, or Blackboard. No LMS replacement needed.
  • Data-minimising by design: student-controlled browser capture, institutional admin access, deletion on request.
  • Designed around the HESF assessment-integrity requirements (1.4.3, 1.4.4, 5.2) and Australian privacy principles. See the research →
  • Built for institution-wide assurance-of-learning, assessment governance, and AI-use transparency.

Licensing enquiries: contact us · read the evidence base

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Create an account to prepare AI-use declarations and supporting notes for your assessments.

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