Assessment integrity for medical & health-science schools

Exam questions students
can't game.

Today's AI models write MCQs riddled with test-wise cues—the longest option, the oddly specific one—that let unprepared students guess their way to a pass. TiobExam is engineered to strip those cues, so a passing score means real knowledge.

Removes the test-wise cues that let students guess a pass
Every item validated for integrity before a student sees it
Built to reward genuine understanding, not pattern-spotting
Schedule a 30-Minute Demo
30 minutes No commitment See it live with your materials

Built by a medical educator with 15+ years of exam-writing experience

"I spent years hand-writing questions to keep them fair. I built the tool that does it at scale—and proves it works."

Question Integrity Check
Answer-revealing cues
Measures real knowledge
Validated for integrity
"A passing score reflects knowledge—not lucky guessing."
Quality score 91/100
Test-Wise Resistant
Research-Backed
Validated
See the evidence

We put the hypothesis to the test.

155 Level-300 medical students were examined on material they had not yet been taught. With no real knowledge, their scores should sit near the 25% guessing line. On AI-generated questions, they didn't.

Average score of students who never studied the material
AI-generated questions 86%
100% "passed" • most earned a distinction
TiobExam questions 38%
Near chance — a quarter scored at or below pure guessing
Pure guessing on a 4-option MCQ = 25%

A 48-point gap that has nothing to do with knowledge.

Every student sat all the question sets. The same student who scored 86% on a leading AI model's questions scored 38% on ours—because AI-generated questions leak the answer through test-wise cues, and ours don't. The inflation isn't learning. It's the longest option, the oddly specific phrase. And it isn't one chatbot—general-purpose AI models share the same blind spot.

The smoking gun. One AI set was rigged so the longest option is always correct. It scored the highest of all (86%) and told us the least about who actually knew the material—proof that a single structural cue is enough to turn an exam into a giveaway. It's exactly the kind of cue our questions are built to avoid.

Diagnostic study of 155 Level-300 medical students, examined on material not yet taught. Full analysis available on request.

AI made exam questions easy to write—and easy to get dangerously wrong.

Anyone can generate a question bank in minutes now. The problem is what those questions quietly do to your results.

1
It looks effortless

You prompt an AI for 30 MCQs. They come back polished, formatted, and ready to use.

2
The questions leak the answer

The correct option is the longest. Or the most specific. Or the only one without an absolute term. The structure points straight at the key.

3
Unprepared students pass

They never studied the material—but they read the cues, not the content, and score 80–90%.

4
Your exam certifies competence that isn't there

The result your accreditation body trusts—and, in medicine, that patients depend on—no longer reflects what students actually know.

86% untaught students scored on raw AI questions
100% of those students "passed" the exam
1 cue the longest option, is enough to flatten the results

What If Every Question Were Screened Before a Student Ever Saw It?

TiobExam generates the questions and guards their integrity—then runs your whole exam operation around them.

Cue-Resistant by Design

Questions are engineered so the structure never points to the answer. Students can't pass by spotting patterns.

Proven on Real Students

In our study, students who hadn't learned the material couldn't beat our questions—unlike AI-generated ones.

Built on Research

Years of assessment research, distilled into a quality engine that guards every question's integrity.

AI Generation

Bloom's-aligned questions from your lecture materials—higher-order thinking, in minutes.

Coordinator Dashboard

Assign quotas, auto-remind lecturers, and track every submission across a multi-lecturer course.

Direct Export

One click to Moodle/GIFT, PDF, or Word. No reformatting ever again.

A Quality Engine, Not Just a Generator

Anyone can generate questions. TiobExam goes further—screening every item for the cues that inflate scores, upgrading the questions you already have, and assembling them into balanced, defensible exams.

Question Quality Report
MED301 · Item #14 Quality: 91/100
Resists test-wiseness Pass
Measures real knowledge Verified
Higher-order thinking Strong
Research-backed quality

Engineered to Resist Test-Wiseness

Before an item is ever shown to a student, it passes through our quality engine—built to catch the answer-revealing patterns that let unprepared students guess their way to a pass.

  • A passing score reflects knowledge, not pattern-spotting
  • Built to resist the cues that inflate AI-generated exams
  • Validated against real student performance, not just internal scores
  • The product of dedicated assessment research—the methodology is ours

Resistant to Test-Wiseness

Our questions can't be cracked by spotting the longest or oddest option. The structure never gives the answer away—so a score reflects what a student actually knows.

Only in TiobExam

Proven, Not Promised

We validated it on students who never studied the material—they couldn't beat our questions. And every general-purpose model we evaluated produced the same gameable cues; ours scored highest for quality.

Only in TiobExam

Research-Backed Quality

Every item is checked against the principles of sound assessment design and flagged if it falls short. The methodology is the result of dedicated research—and it's ours.

Proprietary

Critique Existing Questions

Already have an exam bank? Upload it and get an instant quality report—each question scored, its weaknesses flagged, and clear fixes suggested. Your existing questions, held to the same standard.

Works on Any Questions

Improve Existing Questions

Turn old or rough questions into polished, standards-aligned items. Choose how much changes—a light polish or a deep rework—and keep full control of every result.

Light or Deep

Build Exams to a Blueprint

Define a Table of Specifications once—topics, cognitive levels, and difficulty—then assemble balanced exams from your curated Question Vault, with live coverage tracking and auto-filled gaps.

Defensible by Design

Bloom's or Webb's DOK

Choose your cognitive framework—Bloom's Taxonomy or Webb's Depth of Knowledge—and set the level distribution up front. Bloom's measures the type of thinking; DOK measures its depth. Either way, you target real rigor, not just recall.

Accreditation Ready

Runs Your Whole Exam Operation

Assign question quotas, auto-remind lecturers at 7/3/1 days, track every submission, route external examiner review, and approve—one dashboard for a multi-lecturer course.

Coordination Built-In

Direct LMS Export

Export approved questions to Moodle (GIFT), Aiken, PDF, or Word. No reformatting, no copy-paste errors. One click and you're done.

LMS Ready

From Materials to Defensible Exam in 3 Steps

A streamlined workflow that respects academic expertise—with a quality gate that does the part a busy lecturer can't do by eye.

1

Upload Your Materials

Upload lecture slides, notes, or PDFs—or start from learning objectives alone. Advanced OCR extracts content from even scanned documents and image-heavy presentations.

PDFs Slides Documents Objectives
2

Generate & Screen THE QUALITY GATE

AI drafts Bloom's-aligned questions from your content—then the real work begins. Every item passes through our quality engine, which removes the hidden cues that let students guess and flags anything that doesn't measure real understanding. Weak items are rewritten automatically.

Cue-Resistant Quality-Checked Proven on Students Auto-Refined
3

Review, Approve & Export

You stay in full control. Review every question with the quality report attached, edit as needed, approve or regenerate. Export directly to Moodle, PDF, or Word when ready.

Edit Questions Approve/Reject GIFT Export PDF/Word

Time to a Defensible 20-Question Exam

By hand
2-4 hours
With TiobExam
15-30 minutes

Includes AI generation, our quality screening, and your review. Quality you couldn't do by hand—at a fraction of the time.

See It In Action

See Questions Your Students Can't Game.

In a 30-minute demo we'll generate questions from your actual materials—and show you the quality engine flag and rewrite a cued question live.

We'll use your actual course materials
See how our questions hold up where AI-generated ones don't
Get all your questions answered by a fellow educator
30 minutes No commitment No credit card required

Generate → Screen → Export

Common Questions
Is my content secure?

Yes. Your materials are encrypted, never shared, and you can delete them anytime. We're built for academia—your intellectual property stays yours.

Can I edit AI-generated questions?

Absolutely. You have full editorial control. Edit, approve, or reject any question. AI creates drafts—you're the expert.

How do you know your questions are harder to game?

We tested it. 155 medical students sat questions on material they'd never been taught: they scored 86% on a leading AI model's questions and 38% on ours—with a quarter at or below pure guessing. Cue-controlled questions reveal what students actually know.

Does it work with Moodle?

Yes. Direct export to GIFT/Moodle format, plus Aiken, PDF, and Word. No reformatting required.

How long does setup take?

Under 5 minutes. Upload your first material and generate questions immediately. No IT involvement needed.

What's the cost?

We offer department-friendly pricing with special rates for African universities. Schedule a demo and we'll discuss options that fit your budget.

Is this just another AI question generator?

No. Anyone can generate questions—including ChatGPT, Claude, or Gemini. The difference is that ours are engineered to resist the test-wise cues those models leave behind, then run through your whole exam workflow. We generate questions that measure knowledge—and we have the data to prove it.