ReflectAI | AI-Powered Oral Assessment for Management Education

Writing shows output.
ReflectAI shows understanding.

AI-enabled oral assessment that converts any written submission into a structured,
personalised evaluation — at scale, without adding faculty workload.

The Problem

Assessment Integrity Is Under Pressure. Right Now.

AI-assisted submissions are now the norm

89% of faculty in a 2024 global survey could not verify whether submitted work reflects genuine student understanding

Detection tools do not solve the problem

They flag text similarity, not comprehension gaps; a well-prompted AI submission passes most checks undetected

Vivas work — but do not scale

A rigorous individual viva takes 15–20 minutes per student; for a cohort of 60, that is over 20 faculty hours per assessment cycle.

Accreditation pressure is rising

AACSB and NBA now require demonstrable, individual-level evidence of learning outcomes that written assessment alone cannot reliably provide

What is Reflect AI?

ReflectAI

ReflectAI ingests any written submission and generates a personalised oral evaluation — questions drawn directly from what each student wrote, mapped to faculty-defined criteria. Students cannot prepare in advance. Their understanding is assessed on its own merit.

How It Works

1·1·Assign

2·2·Assess

3·3·Evaluate

What Faculty Get

Argument-quality indicators for every student in the session

A complete stakeholder engagement record — who challenged, who led, who deferred

Recommendation coherence scores mapped to learning objectives

Compatible with CaseEngine-authored and externally published case studies

What ReflectAI Delivers Across the Academic Ecosystem

For Faculty

Assess genuine understanding at scale — without manual vivas

Structured, defensible grading evidence for every student

No additional workload — evaluation data is automatically generated

For Students

Be evaluated on what you know — not what you submitted

Build confidence defending ideas under pressure — a skill that matters beyond the classroom

Strengthen clarity of thought through oral practice tied directly to your own work

For Institutions

Restore credibility to written assessment in the AI era

Demonstrate auditable, individual-level assessment to accreditation bodies

Scale authentic assessment without adding faculty time or administrative overhead

Still Exploring? Let Us Walk You Through It.

Whether you want to understand the tools, see them in action, or discuss how they fit your programme — our academic team is ready to help.