AI-Powered Clinical Education

Where students learn
to think like
clinicians

Medtiles Tutor bridges the gap between knowing facts and acting on them — through AI-powered patient cases, evidence-based feedback, and clinical reasoning that unfolds the way medicine really does.

Request a Demo Explore the platform ↓
Web platform · no installation required
Evidence-based AI · PubMed-sourced
Supports any language · Interact and generate cases in any language
app.tutor.tiles-ai.com
Tutor platform
74% avg. cohort completion rate
4
Modules live today —
2 more coming soon
less than
10 min
To generate a complex clinical
case from a PDF
3
User roles — Student,
Educator and Admin
∞
Case interactions
on every plan

The Challenge

There is a gap between
knowing and acting

Medical education produces graduates who know the facts. It is hard to develop the ability to act under pressure, with incomplete information, in real time. That gap is where clinical errors happen.

📚

How clinical reasoning is taught today

Textbooks offer neat symptom lists and clean management plans. Lectures are passive. Standardised patients are expensive and scarce. The feedback loop — if it exists at all — is slow and subjective.

⚡

How Tutor closes the gap

Realistic AI-powered cases unfold like real clinical encounters. Students act, receive immediate feedback grounded in clinical logic, and build the reasoning instincts they'll carry into practice — on demand, at scale, in any specialty.

Not a quiz. Not a lecture. Practice that feels like the real thing — available on demand, in Portuguese or any language, built from your own clinical guidelines.

Why Tutor

Built for your faculty,
not a generic platform

01

Your curriculum, not ours

Generate cases directly from the topic you want or from your own PDFs, protocols, and guidelines. Every scenario is grounded in your teaching — not a generic library.

02

Multilingual by default

Students interact in Portuguese, English, or any language. Cases written in one language can be engaged with in another, instantly, without re-authoring.

03

Evidence-grounded AI

The AI Assistant queries PubMed and peer-reviewed literature — not the open web. Every answer shows exactly which source passage it used.

04

Identify risk before rotation

Analytics reveal which students are struggling with which clinical actions — before they enter a ward, not after an adverse event.

05

Institutional control

Admins manage all roles, subscriptions, and content access. Your data stays within your institution. No vendor lock-in.

06

First case in under 10 minutes

Upload a clinical guideline PDF and your first case is ready in under 10 minutes. No installation needed — Tutor is entirely web-based.

Getting Started

Your first cohort live
in five steps

1
Subscription
Create a subscription and configure your Student and Educator seats
2
Create a Group
Organise by year, rotation, or specialty block
3
Generate Cases
Give it a topic, instructions or Upload your own PDFs — cases are ready in under 10 minutes
4
Add Students
Invite learners by email — instant access, no setup required
5
Start Learning
Students open cases from My Cases and launch in Case Solver

Platform

Six modules.
One complete learning environment.

From case creation to clinical knowledge exploration — every module designed for how healthcare education actually works.

🩺
Case Solver Core learning engine
Live
⚡
Case Generator Cases ready in less than 10 min
Live
✨
AI Assistant Get fast answers always with sources
Live
📁
Resources Document library
Live
📊
Educator Analytics Cohort insights
Soon
♾️
Live Editor AI case modification
Soon
Case Solver

Reason through cases like a real clinical encounter

Students type free-form commands — "Order ECG", "Check vital signs", "Request CT" — and Tutor responds with contextual clinical data. Out-of-sequence actions trigger educational guidance, not just errors.

  • Clinical stages: Emergency Room, Ward, Discharge
  • Free-text mode or guided Multiple Choice chips
  • Inline multimodal content: X-rays, ECGs, audio, video
  • Interact in Portuguese, English, or any language
Case Solver
Case Generator

From your guidelines to a interactive case in under 10 minutes

Upload a PDF from your faculty, select a clinical template, add pedagogical instructions, and let the generator build a structured draft. Cases generate in the background while you continue working.

  • Input: clinical topic, your own PDF, or fully manual
  • Templates: Emergency Room, Medical Appointment, Other
  • Full editor: stages, levels, hints, media per step
  • Batch multiple cases from a single submission
Case Generator
AI Assistant

Evidence-based answers, always verifiable

Queries PubMed and peer-reviewed databases — not the open web. Every response shows source cards with the exact passage used, so students and educators verify claims rather than trusting AI blindly.

  • Sourced exclusively from trusted scientific literature
  • Source cards: title, passage, and direct publication link
  • Show Context — see the exact passage behind each answer
  • Full conversation history under All Chats
AI Assistant
Resources

Your faculty documents, made conversational

Upload guidelines and study materials to folders, share directly with student groups. Students chat with a folder or a single document — sources always include page number and relevance score.

  • Folder-level or document-level AI chat
  • Source panel: quote, document name, page number
  • Built-in PDF viewer with AI summary and suggested questions
  • Share folders with learner groups in one click
Resources
Analytics · Coming Soon

Turn every case attempt into teaching intelligence

Cohort dashboards revealing completion rates, most missed mandatory actions, and per-student interaction timelines — so educators act on evidence rather than intuition. Preview available below.

  • Cohort completion rates and case-by-case breakdown
  • Most missed mandatory actions ranked across all attempts
  • Per-student interaction timelines — every action, in order
  • Filter by group, topic, case, or individual student
Live Editor · Coming Soon

AI case modification with clinical consequence awareness

Chat directly with a case to modify it — the AI understands clinical logic, flags contradictions, and ensures every edit remains medically coherent. The future of adaptive content creation for educators.

  • Natural language case editing via AI chat
  • Clinical consequence awareness — no contradictions
  • Real-time stage and step restructuring

Platform Detail

Built for how
clinicians think

Case Solver

Free-text, multiple choice,
or somewhere between

Toggle between full free-text mode and guided option chips at any point in the case. The History panel logs every interaction for self-review. Multimodal media — ECGs, X-rays, audio — appears inline at the right clinical moment.

  • Help button reveals the next correct action without spoiling the rest
  • Completion reveal shows the full optimal clinical path after finishing
  • Replay completed cases — spaced practice consolidates clinical reasoning
Free text interaction
MCQ mode
Multiple Choice mode
Multimodal
Multimodal content

Case Generator

From your PDF
to a live case in under 10 minutes

Upload any clinical guideline, research article, or protocol from your faculty. Specify the target audience, patient profile, and pedagogical focus. The generator produces a structured, stage-based case draft, ready for your review and editing.

  • Cases generate in the background — no waiting, no blocking your workflow
  • Full editor: stages, levels, mandatory steps, hints, and media attachments
  • Preview with Open Case before publishing to any learner group
Generator form
Background generation
Background generation
Case editor
Case Editor

AI Assistant · Resources

Every answer with
a verifiable source

The AI Assistant queries PubMed — not the open web. Resources turns your uploaded PDFs into a conversational knowledge base. In both cases, every answer traces back to a specific passage in a specific document, with page number and relevance score.

  • Show Context reveals the exact source passage behind any answer
  • Chat with a single document or an entire folder of materials
  • Built-in PDF viewer with AI-generated summary
AI Assistant
Show context
Show Context
Resources chat
Resources chat

Educator Analytics

Know which students need help
before the clinical rotation

The Analytics dashboard is coming soon — giving educators structured, actionable data on cohort performance for the first time.

Educator Dashboard

FMUP — Faculty of Medicine · Year 3 Cardiology Block · 30 students

Preview · Coming Soon
74%
Cohort completion rate
127
Total case attempts this month
23%
Average misstep rate
4
Students below 40% completion
Completion rate by case
Acute MI HF Trauma Sepsis Stroke DKA Pneumo. Asthma
Most missed mandatory actions
Troponin order
78%
Cardiology referral
61%
Repeat ECG
54%
Blood cultures ×2
47%
Lactate draw
39%
Student Progress Status Cases
ES
Eduardo Silva
91%
8/8
BF
Beatriz Ferreira
88%
7/8
CM
Carlos Matos
62%
5/8
DL
Diana Lopes
45%
4/8
GP
Gonçalo Pereira
31%
2/8

User Roles

Designed for everyone
in your faculty

Three roles with access tailored to their responsibilities — managed entirely by your institution's designated Admin.

🎓

Student

Medical students, residents & trainees

Solve assigned clinical cases
View own progress & history
AI Assistant — PubMed-backed answers
Upload & chat with Resources
Case Generator — not available
Group management — not available
👩‍🏫

Educator

Professors, clinical trainers & creators

Everything a Student can do
Generate & edit cases
Manage groups & cohorts
Share cases & resource folders
Manage learners within groups
Subscription management — not available
🛡️

Admin

Platform & institutional managers

Everything an Educator can do
Assign & manage all user roles
Create & manage subscriptions
Full platform control

Pricing

Transparent pricing
that scales with you

Annual or monthly plans. Per-user pricing decreases as your cohort grows. For institutions with 100+ users, contact us for a tailored proposal.

Recommended
Annual Plan
Yearly billing — full platform access
35.90€
per user / year
  • Up to 2,000 cases generated
  • Up to 400 documents uploaded
  • Unlimited case interactions
  • All six modules included
  • Price scales down from 20+ users
Monthly Plan
Monthly billing — ideal for pilots
39.90€
per user / month
  • Up to 100 cases generated
  • Up to 30 documents uploaded
  • Unlimited case interactions
  • All six modules included
  • Cancel or adjust anytime
Users Annual (per user / year) Monthly (per user / month)
Up to 2035.90 €39.90 €
Up to 5031.90 €34.90 €
Up to 10026.90 €29.90 €
100+Contact us for institutional pricing
Tutor

Ready to close
the clinical reasoning gap?

We work directly with medical faculties in Portugal to set up pilot programmes, tailor the platform to your curriculum, and support your educators through onboarding.

Request a Demo →

med.tiles-ai.com  ·  linkedin.com/company/medtiles

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