AI patient simulation for medical education

Practice on a thousand patients before the first real one.

Aksha MedTwinz 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 MedTwinz 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 MedTwinz 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 MedTwinz 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

Studying on your own? You don't need an institution to begin. Individual students can practise clinical cases solo and get the same competency feedback.

Start as a student