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The AI that knows
every rubric.

Unlimited voice-based MMI simulations. School-calibrated scoring. Pattern weakness profile. Run a station anytime — no appointment, no waiting, no expensive tutor.

ETH-001 · Ethics Station · McMaster Rubric● Recording
Ethical · Autonomy & Confidentiality

"A 17-year-old patient confides she has been using marijuana on weekends. Her parents are in the waiting room and want to speak with you about her health. How do you proceed?"

Listening... your response is being scored in real time
Critical thinking
6/7
Communication
6/7
Self-awareness
4/7
Maturity
5/7
Calibrated for
McMasterOxfordImperialStanfordUofTEdinburgh
Voice-Based AI Simulations◆40+ Station Types◆McMaster · Stanford · Imperial · Oxford◆Instant Dimension Scoring◆Pattern Profile After 5+ Sessions◆Voice-Based AI Simulations◆40+ Station Types◆McMaster · Stanford · Imperial · Oxford◆Instant Dimension Scoring◆Pattern Profile After 5+ Sessions◆
How It Works

Four steps to your weakest dimension.

Most students don't know what they're actually bad at until they've been rejected. We fix that before the interview.

01
Choose a station

40+ stations across ethics, structured professional, policy, teamwork, personal, and communication types. Pick a school rubric or run generic.

02
Speak your answer

The AI interviewer reads the prompt aloud. You speak your response — no typing. The platform records, transcribes, and analyses in real time.

03
See your score

Instant scoring across 4–7 dimensions depending on the rubric. Specific written feedback per dimension — not a generic score out of 10.

04
Build your profile

After 5+ sessions, a pattern profile identifies your consistent weaknesses. You know exactly where to focus before the real interview.

Station Library

Every type of station. Every scenario.

40+ stations at launch. New ones added monthly by our Harvard student mentor team.

Type 01
Ethical Reasoning

Confidentiality, autonomy, justice, consent. The cases every panel returns to.

"Your patient refuses a life-saving blood transfusion on religious grounds. She is 30 years old and lucid."
Type 02
Structured Professional

Breaking bad news, managing complaints, dealing with a colleague acting unsafely.

"You witness a senior colleague prescribe the wrong dose. She is known to have a bad temper. What do you do?"
Type 03
Policy & Healthcare Systems

Resource allocation, privatisation, waiting lists. Assessed on structured thinking and evidence.

"The NHS is considering rationing bariatric surgery to patients with a BMI under 45. Do you agree?"
Type 04
Teamwork & Leadership

Your role in a team, how you handle disagreement, how you support junior colleagues.

"A nurse disagrees with your decision about a patient's medication. How do you handle this?"
Type 05
Personal Insight

Why medicine, what have you learned from experience. Assessed on authenticity and self-awareness.

"Tell me about a time you faced a significant setback. What did you learn about yourself?"
Type 06
Role Play (SP)

Simulated patient stations. Respond to a distressed patient, relative, or colleague.

"The patient has just been told their biopsy results are positive. You are the junior doctor entering the room."
School Rubrics

Calibrated for the school you're applying to.

Every medical school weighs the dimensions differently. McMaster values critical thinking above all. Oxford emphasises communication. We know the difference.

🇨🇦
McMaster
Canada
—Critical thinking (weighted ×1.5)
—Communication
—Self-awareness
—Maturity
🇬🇧
Oxford Medicine
United Kingdom
—Communication
—Empathy
—Ethical reasoning
—Scientific knowledge
🇬🇧
Imperial College
United Kingdom
—Scientific reasoning
—Communication
—Professionalism
—Resilience
🇺🇸
Stanford Medicine
United States
—Critical thinking
—Collaboration
—Self-awareness
—Integrity
🇨🇦
University of Toronto
Canada
—Problem solving
—Communication
—Maturity
—Collaboration
🇬🇧
Edinburgh
United Kingdom
—Clinical reasoning
—Empathy
—Professionalism
—Communication
🇬🇧
UCL Medicine
United Kingdom
—Empathy
—Communication
—Resilience
—Ethical reasoning
🇬🇧
King's College
United Kingdom
—Communication
—Critical thinking
—Professionalism
—Self-awareness
Pricing

Two plans. One free trial.

MMI Practice
$49/mo
—Unlimited AI station simulations
—40+ stations across 7 types
—Instant dimension scoring
—Pattern profile after 5+ sessions
MMI Pass
$249/mo
—Everything in MMI Practice
—Full timed circuits (8–10 stations)
—Monthly 1:1 Harvard student mentor debrief
—Early access to new stations

Ready to ace your interview?

MMI Practice from $49/mo · MMI Pass from $249/mo

Unlimited voice-based simulations. School-calibrated scoring. Pattern profile. Try one station free — no credit card.

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