AI patient simulation for medical education

Practice on a thousand patients before the first real one.

Aksha MedTwin lets MBBS and allied-health students take a history, examine, investigate, and treat AI-simulated patients then hands faculty a report mapped to every CBME competency the encounter touched.

// live at app.medtwinz.com · onboarding for AY 2026
Speaks your regulator’s language
NMC-CBME · MBBS
INC · Nursing
PCI · Pharmacy
AHS · BPT · BDS · AYUSH
The gap

Clinical confidence is built at the bedside. There aren’t enough bedsides.

A student may see a single STEMI across an entire posting or none at all. Meanwhile competency-based curricula ask faculty to assess reasoning, for every graduate, in a way that’s consistent and defensible. Aksha MedTwin closes both gaps at once.

Unlimited, zero-risk reps

Every student meets the rare and the critical case as often as they need — no patient is ever put at risk while they learn.

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Standardised across a cohort

The same case, the same rigour, for every student — so assessment reflects competence, not luck of the posting.

Mapped to what’s required

Each encounter is scored against the competencies the regulator already mandates — evidence, not impressions.

How it works

An encounter, real reasoning, and a report — in one sitting.

STEP 01

Encounter

The student meets a simulated patient and works as they would on the ward — asking questions, examining, ordering investigations, and prescribing, all in natural language.

STEP 02

Reason

The patient behaves like a real one. Vitals shift with treatment, the wrong drug has consequences, and the clock keeps running — so clinical reasoning is exercised, not recited.

STEP 03

Report

The moment the case ends, faculty receive a competency report across nine CBME domains — with evidence drawn from what the student actually did.

Clinical case library

A case library, versioned like software.

Every case is authored, reviewed, and released with a version tag — so what a student encounters this term is exactly what you signed off on.

STEMI_v1

Acute chest pain

ST-elevation myocardial infarction. Time-critical recognition and management under pressure.

EMERGENCY · MBBS
APO_v1

Acute pulmonary oedema

Rapid stabilisation, differential reasoning, and titrated therapy on a deteriorating patient.

EMERGENCY · MBBS
TOXIDROME_v1

Toxicological emergency

Pattern recognition across toxidromes, with antidote selection and supportive care.

EMERGENCY · MBBS
In the pipeline Stroke · BPT Drug interaction · Pharmacy Acute asthma · Nursing
The differentiator

The simulation that reports in the regulator’s own language.

Plenty of tools can generate a case. Aksha MedTwin scores it. Every action a student takes is assessed against the competencies your curriculum is already accountable for.

Faculty receive per-student, per-domain evidence — ready for internal assessment and MARB submission — without hand-marking a single encounter.

Nine CBME competency domains, generated automatically after every case.
D1History taking
D2Clinical examination
D3Diagnostic reasoning
D4Investigation & interpretation
D5Management & therapeutics
D6Procedural competence
D7Communication
D8Professionalism & ethics
D9Patient safety
One report, auto-generated
Multi-program

One platform, every health-science programme.

Each programme is graded against its own regulatory framework — the same engine, the right rubric.

Programme
Framework
Focus
MBBS
NMC-CBME
Nine-domain competency mapping for the Indian Medical Graduate.
Nursing
INC
Indian Nursing Council competencies for clinical practice.
Pharmacy
PCI
Pharmacy Council of India outcomes and therapeutic reasoning.
AHS · BPT · BDS · AYUSH
Extensible
Framework-agnostic grading, ready to map to each programme’s standards.
For faculty & institutions

Built for the people who sign off on competence.

Cohort dashboard

See performance across a whole batch at a glance — spot the competencies a cohort is struggling with before the exam does.

CSV export for MARB

Per-student, per-domain results export cleanly for internal assessment records and MARB submission.

Institution-coded access

Students enrol under your institution code, so every record and report is scoped to your college and cohort.

Pre & post assessment

Bookend each simulation with MCQ assessment, persisted per student — so learning gain is measured, not assumed.

Bring Aksha MedTwin to your institution.

We’re onboarding pilot partners for the 2026 academic year. See a live encounter, review a sample CBME report, and map it to your programme.

Request a pilot