AI in Your Classroom,
On Your Terms

Your students use AI. AssessMe makes sure they use it right.

I am a Faculty Member I represent an Institution
Visual Studio Code
runs where students already code — no extra software
Claude GPT Mistral
AI Models
students choose their model — you set the level
~€0,02
per student per day — AI Assistant, FLOW & Autograding included
GDPR
compliant by design — EU-based
The Research

How students use AI matters more than whether they use it.

High
AI guides understanding,
student writes code
vs
Low
AI generates code,
student submits it

The mode determines the outcome. AssessMe lets you set the mode.

Students who use AI to understand concepts and then write code themselves consistently outperform those who delegate to AI — and those who avoid it entirely. The research is clear. The design of AssessMe VIBE follows directly from it.

Supported by independent research (Anthropic, January 2026) and four years of AssessMe classroom deployment at RIT Croatia.

How It Works

Four moments of control.

Each one gives you a different kind of authority over how AI works in your course — before, during, and after every assignment.

Set the Rules

AI Assistant + Faculty Portal

You define how much AI each assignment gets — from fully silent exam mode to open collaboration. Students see exactly what's allowed. You configure it once per assignment in the Faculty Portal.

  • 5 AI assistance levels, set per assignment
  • Tick budgets, daily limits, real-time usage dashboard
Record the Process

AssessMe FLOW

A silent background extension that records how code evolves, when tests run, and when AI is used. Keystroke dynamics continuously verify student identity. Everything is AES-256-GCM encrypted on the student's own machine.

  • Incremental code diffs with timestamps
  • Only the instructor with the course key can decrypt
Verify the Work

AssessMe Analyzer

Authenticity metrics, code evolution trajectories, and rubric-based AI grading — processed locally in your workspace across your entire cohort. Evidence is automatic. No extra work required.

  • Authenticity scoring and AI usage correlation
  • Batch autograding across the full class
Secure the Exam

AssessMe Exam Plugin

Kiosk mode locks VS Code to exam-only — strips the UI, blocks shortcuts, logs every focus-loss event. Approved reference links are embedded directly in exam questions. FLOW runs throughout, providing a complete evidence record.

  • Normal mode for coding practicals, Kiosk mode for theory
  • Encrypted .exam files, one-click student launcher
Benefits

Your course, your rules, your evidence.
Your policy, your consistency, your framework.

📋 For Faculty
🎛️

You Set the AI Rules. The System Enforces Them.

Configure AI access per assignment — no guessing, no improvising. From silent exam mode to full assistance, each task has exactly the level you defined.

🔍

See How Work Was Built, Not Just What Was Submitted

Timestamped development logs show the full process — how code evolved, when AI was used, how long it actually took. The evidence is automatic, not investigative.

📊

Grade Faster. With Evidence.

Rubric-based AI grading and authenticity analysis, batch-processed across your whole cohort — locally, in your workspace. No uploads, no waiting.

🖥️

Exams That Run Themselves

Kiosk mode, approved references, keystroke identity verification — delivered through a one-click launcher. Students need no VS Code knowledge to sit the exam.

🎓 What Your Students Get
🤖

AI Help at the Right Level

Always guided toward understanding — not just a correct answer.

🛡️

Protection for Genuine Work

An encrypted process log that proves how their code was built — if it's ever questioned.

🏛️ For Institutions
📐

Consistent AI Policy Across Every Course

Set institution-level guidelines. Instructors configure per assignment within that framework — not improvised course by course, without a standard to point to.

🔒

Defensible Integrity Evidence

When a dispute arises, faculty start from encrypted process logs — not competing claims. No investigation from scratch.

⚖️

GDPR Compliant by Design

Built and operated in Croatia — EU member state. Data minimization, purpose limitation, EU data residency, and a Data Processing Agreement available for institutional deployments.

🚀

Start With One Course. Scale to a Department.

A single faculty pilot generates the evidence your department needs to make the case for a broader rollout. We support onboarding at every stage.

Training & Workshops

85% of faculty feel unprepared to manage AI.
We can help with that too.

AssessMe VIBE is the tool. The training is how you use it well — and how you make the case to your department.

🎙️
Free

AI in the Programming Classroom

A live 60-minute webinar on designing AI-governed assignments — how to set rules that build comprehension, and what the research says about different AI usage modes.

Register your interest and we'll schedule the next session. Live Q&A included.
🏫

Designing AI-Governed Assignments

A half-day hands-on workshop — in person or remote. Participants leave with a real assignment policy configured in AssessMe VIBE and ready to run.

Per-faculty or per-department · Contact for dates
Available in English and Croatian
🏛️

Full Faculty Onboarding Program

A structured training program for an entire department — policy design, tool setup, assignment configuration, and a semester of supported deployment.

Included in Enterprise tier · Standalone available
Includes policy framework & DPA support
Register for the Next Webinar

Or email us to request a workshop for your department.

Research Foundation

Built on four years of classroom research.

AssessMe VIBE grows from peer-reviewed studies and real deployment in programming courses — not generic AI hype.

IEEE Access · 2025 · Peer-Reviewed
Enhancing student retention in introductory programming courses: Leveraging advanced learning validation tools and educational data mining.
Mutka, A., Živković Mutka, F., Žagar, M., & Tolić, D. — IEEE Access, 13, 153614–153626.
Read the paper ↗
EDULEARN21 · 2021 · Conference Paper
Utilizing Advanced Software Solutions for Academic Work Integrity and Learning Validation.
Mutka, A.; Nižetić, J.; Žagar, M.; Mihaljević, B. — IATED, pp. 6832–6837.
View proceedings ↗

Research that started in the classroom.

AssessMe has been developed and validated through four years in real programming courses. Our research shows that academic integrity in the AI era requires more than detection: it requires evidence of process, calibrated AI access, and learning-centred verification.

Independent findings from Anthropic support the same principle: how learners use AI matters more than whether they use it. AssessMe VIBE is designed precisely around that distinction.

External context: Anthropic, January 2026. Controlled study on AI assistance patterns and programming comprehension outcomes.
Used By

Deployed where academic integrity is taken seriously.

Peer-reviewed work, real programming courses, and a practical framework for responsible AI use since 2021.

Research Institution · Active Since 2021
+
Your Institution
Privacy & Security

Privacy-first. Compliance-aware.

Designed to respect student privacy while supporting institutional data-governance requirements, including GDPR-aware workflows.

🔐

Local-First Encryption

All FLOW logs are AES-256-GCM encrypted before they touch disk — on the student's machine. Only the instructor with the course decryption key can read them.

🚫

No Third-Party Sharing

Student data never leaves the course ecosystem. Grading and authenticity results stay in the instructor's local workspace — never uploaded to external servers.

⚖️

GDPR-Aware Design

Data minimization and purpose limitation built in. Only assignment-related activity is recorded. DPA available for institutional deployments. EU-based (Croatia).

Pricing

Free for faculty. Built for institutions.

Individual faculty start free — bring your own API key and run your first course at no cost. When your department is ready to scale, we handle the infrastructure, the policy, and the training.

Free · Forever

Individual Faculty

€0
Free forever · No student limit
  • ✓ AssessMe FLOW — process recording
  • ✓ Authenticity analysis
  • ✓ Faculty Portal
  • ✓ Community support · MIT License
  • ✗ AI Assistant
  • ✗ Autograding
  • ✗ Kiosk exam mode
Get Started Free
Pro · Individual Faculty

Power Instructor

🎉 Free during pilot
€14.99 /mo
No student limit · All features
🔑 You define the models. You control what students use.
  • ✓ FLOW — process recording & authenticity
  • ✓ AI Assistant — all 5 levels
  • ✓ Authenticity analysis & autograding
  • ✓ Kiosk exam mode & secure delivery
  • ✓ Managed API for your chosen LLM models
  • ✓ Control which models students can access
  • ✓ Selected models at no extra cost
Start Pro — €14.99/mo
Institution

Enterprise

Custom
Based on institution size & course count
Full policy framework + faculty training included
  • ✓ Everything in Pro — unlimited students
  • ✓ Institution-wide AI policy tools
  • ✓ Managed infrastructure & API
  • ✓ Faculty training program
  • ✓ DPA & GDPR compliance support
  • ✓ SLA & dedicated support
Request a Pilot Program
Cost Estimator

AI-Supported Course Cost Estimator

Estimate what it costs to deliver a safe, AI-supported course this semester.

Students
25
Assignments
8
🤖 AI Assistant Student Chat

Budget models work well here — students ask questions, AI guides. The cost is almost always negligible.

Model
Mistral Small / Claude Haiku — ~€0.25/M tokens
Prompt budget per assignment

Max questions a student can ask per assignment.

50 prompts × 8 assignments = 400 total per student
📊 Autograding Faculty Tool

Quality matters for grading — most faculty use Standard or Premium. This is where the real cost sits.

Model
GPT-4o / Claude Sonnet — ~€6.50/M tokens
3
150 lines
50 150 300 500 1000
~€0.50 per grading run
What You Pay Per Month
€10
per month · ~€0.40 per student / month
Pro subscription (incl. €5 API credits) €14.99
API usage / month €1.11
└ AI Assistant €0.06
└ Autograding €1.05
Semester total (4 months) €36.45
✅ Bring your own API key — or use the managed API included in Pro
Semester length
For Faculty

Start with one course this semester.

Bring your own API key. Free forever up to 30 students. Set your AI rules, collect process evidence, and grade your first cohort with data — not guesswork.

Get Started Free Schedule Demo
For Institutions

Set the policy. Run the pilot. Train your faculty.

One semester, one course, real evidence from your own cohort. We handle onboarding, infrastructure, and faculty training. Your team sets the framework.

Request Institutional Pilot Contact Us

Are you a student? Ask your instructor for course credentials, then install from the VS Code Marketplace.

Install AssessMe from VS Code ↗