AI-powered skills simulation and assessment

Practice. Perform. Progress.

Simulate realistic professional conversations with AI. Build real-world skills. Receive objective, explainable assessments powered by Valjean.

🇫🇷 Made in France🇪🇺 Data processed in the EU

OSCE — Acute chest pain

Cardiorespiratory assessment · English

Live

AI Patient

Hello doctor, I have had chest pain since this morning, radiating into my left arm.

Student

How long has this been going on exactly? Does the pain worsen with exertion?

AI Patient

For about two hours, and yes, I struggled going up the stairs this morning.

Conversation in progress

V

Valjean

Performance assessment

Complete

Valjean feedback

Your performance is very satisfactory overall: the interview was well structured and focused on the memory complaint, the neurological examination was conducted logically and appropriately, and your summary clearly linked the impaired cued delayed recall to a frontal syndrome. You justified each diagnostic choice and specified the lesion topography, demonstrating a strong grasp of the assessment criteria. To refine your approach, systematically screen for instrumental disorders such as aphasia, apraxia and agnosia; explicitly mention preserved consolidation; and clarify the concept of a memory retrieval disorder. Finally, consider integrating an interdisciplinary approach earlier and anticipating therapeutic management in your summary.

12,000+
simulations completed
540,000+
messages exchanged
190,000+
criteria assessed
7
languages

Partners

LeScenario is developed alongside institutions committed to educational innovation.

Université Paris Sorbonne
Université Paris SorbonneParis, France
AP-HP
AP-HPParis, France
McGill University
McGill UniversityCanada

Why LeScenario?

Not a lecture. An experience.

LeScenario goes beyond knowledge transfer. It builds skills through active practice, conversational simulation, standardized assessment, and immediate feedback.

Active practice

Learners act, formulate responses, and make decisions in realistic situations.

Conversational simulation

AI characters react to context, wording, and the way each exchange unfolds.

Standardized assessment

Every learner is assessed with the same level of rigor, regardless of evaluator.

Immediate feedback

Strengths and areas for improvement become visible as soon as the simulation ends.

Valjean

Explainable Assessment Engine

Valjean is the AI Scenario assessment engine. Its purpose is not to deliver a verdict, but to illuminate the learner's path to improvement. Through a standardized evaluation rubric, it ensures assessments that are consistent, transparent, and fair, then transforms every result into detailed feedback designed to foster progress.

Same expectations applied to every learner
Every word of the conversation matters
Learners understand exactly why they scored as they did
Assessments remain consistent across evaluators
Feedback that explains, not just scores
Track improvement from session to session
Conversation
The learner interacts freely with the AI character.
Valjean
The engine analyzes the complete performance.
Criteria
The institution's teaching rubric structures the assessment.
Feedback
Every result is explained and focused on improvement.

How it works

A simple cycle designed for improvement

Each simulation informs the next: practice, understand, and try again with a clear goal.

01

Choose a scenario

02

Talk with the AI character

03

Receive the Valjean assessment

04

Identify areas for improvement

05

Replay and measure progress

Why institutions adopt it

LeScenario expands opportunities to practice while giving teaching teams a consistent assessment framework and useful data.

Request a demo

More practice

Multiply real-world situations without multiplying logistics.

Standardized assessment

Apply the same teaching expectations to every learner.

Immediate feedback

Help everyone quickly understand where to focus their effort.

Cohort tracking

See engagement and progress across an entire class.

Custom scenarios

Adapt situations to curriculum goals, professions, and frameworks.

Teaching insights

Turn performances into indicators that help refine teaching.

Learning data

Much more than scores

Valjean turns simulations into clear learning insights, from individual journeys to an overview of an entire cohort.

Individual progress
Skills analysis
Cohort tracking
Class-to-class comparison
Actionable learning indicators

Teaching view

Cohort progress

Valjean
Listening and rapport82%
Conversation structure68%
Information gathering91%
Decision-making76%

Built for…

Any skill that improves through practice

Virtual patients are where it started. Today LeScenario adapts to any profession where mastering human interactions is critical.

MedicinePharmacyNursingPsychologyCommunicationManagementLawSalesRecruitmentProfessional training

Research-based

Innovation built with academia

LeScenario is developed with institutions, supports research projects, and contributes to work on AI-powered simulation and assessment.

Our vision

We believe skills are acquired through practice.

Knowledge is essential. But skills require repetition, experimentation, and feedback. AI now makes it possible to give every learner more opportunities to practice and improve.

Valjean

Get in touch

Let's explore how simulation can support your institution.

For universities, schools, hospitals, and training centres interested in AI-powered simulation and educational innovation.

Best fit for: institutions exploring research initiatives, pedagogical innovation, simulation-based training, or large-scale educational deployment.

Built by compuute.io: compuute.io develops and operates AI simulation platforms, informed by academic and research contexts.

Cohort deploymentPilot projectOSCE preparationPedagogical researchScenario developmentCurriculum integration
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