Make communication evidence easier to see.
Connect statewide communication expectations with course-level evidence of student explanation while UCF’s assessment policy and academic judgment remain in place.
Integrevise for the University of Central Florida
Keep human explanation visible in an AI-fluent university.
UCF’s General Education Program develops successful writers and speakers, while AI for All keeps human agency at the center of responsible use. Integrevise adds a short, adaptive discussion after submission, giving faculty reviewable evidence of what each student can explain and justify while existing assessment and academic judgment remain in place.
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 judgment remains with the university.
Keep the brief, rubric and judgment.
Use the existing brief, rubric and submission to prompt a short adaptive discussion, then review the evidence without scheduling a live viva for every student.
Explain choices and receive useful feedback.
Give students a clear opportunity to explain decisions, connect ideas and receive personalized feedback grounded in their own work.
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 studyCommunication and responsible AI at UCF
UCF sets the expectation. Integrevise makes student explanation easier to review.
Florida’s general-education standard says communication courses must afford students the ability to write clearly and engage in public speaking. UCF’s General Education Program aims to develop successful writers, speakers and producers of digital materials. This is not a requirement for oral examinations, vivas or a separate public-speaking course.
Integrevise adds a reviewable record of how a student explains choices, reasoning and understanding after submitting work. It complements UCF’s existing assessment, faculty judgment and integrity procedures; it does not turn the public-speaking standard into an oral-exam mandate.
These official sources establish context; they do not imply that the university has endorsed Integrevise.UCF sets the expectationSuccessful writers and speakers, with human agency central to responsible AI use.
Integrevise addsReviewable evidence through student explanation.
A focused first conversation
Compare priorities before designing anything.
Compare UCF’s priorities for communication, AI fluency, assessment evidence and faculty workload, then decide whether a closer look is worthwhile.
Book a 20-minute conversation No module selection or assessment redesign required.