University-wide AI access · visible learning

Duke has solved AI access. Now make the learning visible.

Integrevise turns submitted work into a short adaptive viva, giving faculty evidence of what each student understands and every student personalised feedback, without redesigning the assessment.

Compare assessment priorities Explore the evidence

One practical evidence layer

Support authentic assessment without adding a live viva to every submission.

Integrevise works from materials teaching teams already use. It creates a structured opportunity for explanation while academic judgement remains with the institution.

For Duke

See the educational return on AI access

Connect university-wide ChatGPT Edu access to consistent evidence of individual understanding across courses and disciplines.

For academics

Keep judgement human and workload contained

Surface what each student can explain, justify and defend without relying on detectors or conducting every conversation manually.

For students

Make their thinking visible

Give every student a focused moment to demonstrate ownership, identify gaps and receive personalised feedback.

Peer-reviewed university study2026One university setting

Early evidence, clearly bounded

A practical approach with preliminary university evidence.

A published, multi-cycle study at one private US liberal-arts college offers preliminary qualitative evidence that post-submission oral verification can surface comprehension gaps and implementation issues. It does not establish broad efficacy or scalability.

Read the peer-reviewed study

Designed for Duke's next phase

Access is now broad. Evidence can be too.

Duke enters Fall 2026 with university-wide ChatGPT Edu, a mature AI Suite and course-level freedom over acceptable use.

Integrevise adds a scalable, human-centred way to see whether the learning remains the student's, without treating unreliable detection as proof.

University-wide ChatGPT Edu Duke's AI year in review AI policy guidance

These official sources establish context; they do not imply that the institution has endorsed Integrevise.

Duke enablesSecure, equitable AI access with course-level academic ownership.

Integrevise addsReviewable evidence through student explanation.

A focused first conversation

See where visible learning could strengthen Duke's AI investment

A short conversation is enough to compare priorities, explore fit and decide whether the approach deserves a closer look.

Book a 20-minute conversation No module selection or assessment redesign required.