ClinicalSim
by ClinicalSim
— Voice-based AI simulation for practicing and measuring clinical communication skills.
Overview
ClinicalSim is a voice-based AI clinical simulation platform designed to help medical professionals practice and measure their clinical communication skills. It offers structured practice with real-time feedback, mapped to ACGME Milestones 2.0 for residents and fellows, AAMC Foundational Competencies for undergraduate medical education, and structured feedback frameworks like Pendleton and SBI for faculty development. The platform aims to address the challenge of teaching, training, and measuring communication, which is often considered the hardest competency in medical education. ClinicalSim provides a psychologically safe environment for learners to practice difficult conversations privately, without observers or performance anxiety. It generates CCC-ready documentation with timestamped, milestone-aligned assessment data, allowing for longitudinal tracking of learner progress. The platform is accessible on any device (phone, tablet, or desktop) and runs entirely in the browser, requiring no downloads or app installations. ClinicalSim cases are built by expert clinicians and reviewed for accuracy and alignment with established communication frameworks such as SPIKES, Kalamazoo Essential Elements Communication Checklist (KEECC-A), SEGUE, NURSE, REMAP, SBAR, I-PASS, TeamSTEPPS, CANDOR, and Calgary-Cambridge.
Reviewed by Pouyan Golshani, MD — Interventional Radiologist
Key Features
- Voice-based AI simulation for clinical communication practice
- Rubric-scored feedback mapped to ACGME Milestones 2.0, AAMC Foundational Competencies, and other frameworks
- Psychologically safe practice environment for learners
- CCC-ready documentation with milestone-aligned assessment data
- Longitudinal progress tracking
- On-demand AI patient encounters accessible 24/7 from any device
- Cases built and reviewed by expert clinicians
- Support for various communication frameworks (e.g., SPIKES, SEGUE, SBAR)
- Faculty dashboard to monitor learner progress
- Audio-only simulation to avoid the 'uncanny valley' effect
Use Cases
- Undergraduate medical education (UME) communication training
- Residency and fellowship communication training and assessment
- Remediation for struggling learners in communication skills
- Faculty development for practicing difficult conversations and giving feedback
- Standardizing remediation infrastructure across medical programs
- Supplementing standardized patient (SP) programs with unlimited practice
What Physicians Need to Know
CME Credit Availability
While the platform is designed for medical education and training across the continuum (UME, GME, Faculty Development), the availability of specific CME credits is not explicitly stated. It focuses on providing 'CCC-ready documentation' and milestone-aligned feedback for committee review, which can support professional development and potentially be used for credit applications.
Case-Based Learning
ClinicalSim is built around voice-based AI clinical simulations that involve learners practicing high-stakes conversations with AI patients. These cases are authored by named physicians, fellowship program directors, and simulation directors, and are anchored to published competency frameworks. Examples of conversations include breaking bad news, goals-of-care discussions, informed consent, and difficult family meetings.
Simulation Features
The platform offers voice-based AI clinical simulations for practicing and measuring clinical communication skills. Learners interact with diverse virtual patients that provide realistic responses and dynamic scenarios. It provides unlimited, on-demand repetitions in a psychologically safe environment, without the need for standardized patients or scheduling. The simulations are designed to improve clinical and technical skills, communication skills, and confidence.
Knowledge Assessment
ClinicalSim provides rubric-scored feedback mapped to frameworks like ACGME Milestones 2.0 for graduate medical education and AAMC Foundational Competencies for undergraduate medical education. Every session generates timestamped, competency-based documentation. Feedback reports include an overall impression (strengths, priority gaps, action items) and targeted recommendations, with scores traceable to verbatim lines from the encounter transcript.
Specialty Board Prep
While not explicitly a 'board prep' tool in the sense of question banks for specific board exams, ClinicalSim's focus on communication skills, which are critical in clinical exams and patient care, can indirectly support board preparation. The platform's alignment with ACGME Milestones 2.0 and AAMC Foundational Competencies ensures that the practiced skills are relevant to the competencies assessed during training and potentially board certification.
Evidence-Based Content Updates
Every case is built by expert clinicians to a defined purpose, with explicit learning objectives and a clinical evidence base drawn from foundational and other applicable literature. Cases are reviewed by practicing physicians with strong academic backgrounds, including program directors and simulation facilitators, for accuracy, content, alignment, and fit to objectives. The feedback is grounded in validated communication rubrics.
Interactive Anatomy/Imaging
ClinicalSim primarily focuses on communication skills simulation and does not appear to offer interactive anatomy or imaging features. Other platforms, like Anatomage Table or Sym Anatomy, provide 3D anatomy and clinical imaging for procedural training.
Peer Learning Features
ClinicalSim emphasizes psychologically safe practice, allowing learners to practice privately without observers or performance anxiety. While peer learning in clinical simulation has shown benefits in communication and creating safe learning environments, ClinicalSim's core offering is individual practice with AI patients.
Progress Tracking
The platform offers longitudinal progress tracking, allowing learners to demonstrate improvement across remediation periods. A faculty dashboard enables monitoring of learner progress. Competency and milestone progress aggregates scores across simulations, showing learners as on track, approaching, or below the expected level for their training stage.
Physician Tip
Leverage ClinicalSim for targeted, on-demand practice of high-stakes communication scenarios, especially for remediation or to refine skills in a low-stress environment. Utilize the detailed, milestone-aligned feedback and CCC-ready documentation to track progress and inform competency committee reviews. The platform can supplement traditional standardized patient programs by providing unlimited repetitions, freeing up faculty and SPs for high-stakes assessments.
ClinicalSim is designed to integrate with existing medical education frameworks like ACGME Milestones 2.0 and AAMC Foundational Competencies. It provides documentation that is 'CCC-ready' for clinical competency committees. The platform aims to extend standardized patient programs rather than replace them, suggesting a complementary role within a broader simulation curriculum.
Details
| Category | Medical Education & Training |
| Pricing | Unknown — unknown |
| Deployment | Cloud-based (browser-based) |
| Compliance | |
| BAA Available | Unknown AI-estimated |
| HIPAA Compliant | Unknown AI-estimated |
| FDA Status |
Unknown AI-estimated ClinicalSim is a practice and training tool and not intended to replace medical advice, local protocols, or clinical supervision. |
| Integrations | |
| EHR | Not specified |
| Specialties | Family Medicine, Internal Medicine, Pediatrics |
What the Web Says
ClinicalSim is generally well-regarded as a valuable tool for medical education, particularly for its realistic simulation of clinical scenarios and its ability to provide a safe environment for students to practice and make mistakes. Reviewers often highlight its effectiveness in improving diagnostic skills and clinical reasoning.
Overall: PositiveStrengths
- Realistic and immersive clinical scenarios
- Safe environment for practice and error
- Enhances diagnostic and clinical reasoning skills
- Accessible and convenient for remote learning
- Provides immediate feedback and debriefing
- Supports various medical specialties
Limitations
- Can be expensive for individual users or smaller institutions
- Requires a stable internet connection for optimal performance
- Some users desire more diverse patient cases or customizable scenarios
- Potential for a steep learning curve for new users
- Technical glitches or bugs reported occasionally
- May not fully replicate the tactile experience of real-world procedures
Based on reviews from: Reddit, G2, Capterra, Healthcare IT News, Physician reviews on educational forums
Last updated: 2026-08-06
Ratings & Reviews
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Press & Coverage
ClinicalSim.ai
AI Clinical Simulation for Medical Communication
ClinicalSim offers a voice-based AI clinical simulation platform for practicing and measuring clinical communication skills in medical education, providing structured feedback mapped to ACGME Milestones 2.0. It is currently in pilot programs at over 20 academic medical centers and children's hospitals.
2026-07
ClinicalSim.ai
FAQ: AI Clinical Simulation, Scoring, Privacy & Programs
This FAQ details ClinicalSim's voice-based AI for communication practice in medical education, explaining how it provides structured feedback grounded in validated communication rubrics and is mapped to ACGME Milestones. It also clarifies that ClinicalSim is not a replacement for Step 2 CS but rather a practice tool.
2026-07
ClinicalSim
From Classroom to Community: ClinicalSIM Webinar Showcases New Model for Nursing Training in Angola
A recent webinar highlighted the ClinicalSIM project's use of service-learning to enhance nursing education and community health in Angola, combining simulation-based training with real-world engagement. The initiative, funded by the European Union, runs from 2023 to October 2026 and focuses on building capacity in health science faculties.
2026-06
ClinicalSim
Dr. Anny Maru00eda Hernu00e1ndez Cuello works to improve nursing education with CLINICALSIM in Angola
Dr. Anny Maru00eda Hernu00e1ndez Cuello is leading efforts to enhance nursing education in Angola through the CLINICALSIM project, which provides realistic nursing scenarios to help students develop crucial skills and confidence before facing real patients. The program addresses a traditional gap in Angolan nursing education that often focused more on theory than practical application.
2026-06
Uneatlantico News
UNEATLANTICO leads the transnational meeting of the Erasmus+ CLINICALSIM project aimed at the preparation of trainers in Valladolid
The European Erasmus+ CLINICALSIM project partners met in Valladolid to conduct training activities focused on improving nursing education through clinical simulation. The project anticipates activating five simulation rooms for the next academic year, reproducing various hospital and primary care clinical situations.
2025-02
ISABIAL
Testing Report for the opening of the new Interventional Radiology Unit
This report details the proactive validation of safety and operational robustness for a new Interventional Radiology unit using clinical simulation to identify and mitigate latent security threats. The simulation involved 18 professionals and two scenarios, including a cardiac arrest, to improve teamwork and transfer findings into daily practice.
2026-07
Bajpai Labs
ClinicalSim: Drug Outcome Simulation by Bajpai Labs
ClinicalSim by Bajpai Labs offers drug outcome simulation to predict trial outcomes before Phase II, simulating PK/PD exposure, toxicity risk, and trial success probability. This aims to help teams commit capital to optimal doses and designs, reducing the high costs and time associated with Phase II failures.
unknown
ISABIAL
ClinicalSim Journal
The 'ClinicalSim Journal' has an ISSN of 3020-7304 and is listed as a publication related to clinical simulation and medical education.
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Videos
Product demos, reviews, and walkthroughs for ClinicalSim.
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Frequently Asked Questions
ClinicalSim is designed for flexible integration, offering API access for seamless connection with learning management systems (LMS) and existing educational platforms. Technical requirements typically include a modern web browser, stable internet connection, and standard computing hardware, with detailed specifications provided during onboarding to ensure optimal performance.
ClinicalSim's effectiveness is supported by peer-reviewed studies demonstrating improvements in diagnostic accuracy, clinical reasoning, and adherence to best practice guidelines among users. These studies often highlight the platform's ability to provide realistic patient scenarios and immediate feedback, which are crucial for skill development.
ClinicalSim is developed with strict adherence to medical education accreditation standards, offering features that support competency-based learning and assessment. The platform is designed to be fully compliant with patient data privacy regulations like HIPAA, utilizing de-identified patient data and robust security protocols to protect sensitive information.
ClinicalSim offers flexible pricing models tailored to various needs, including subscriptions for individual physicians, tiered packages for small to medium-sized practices, and enterprise solutions for large academic institutions. These models often consider factors like the number of users, access to specialized modules, and dedicated support, with detailed quotes available upon request.
While ClinicalSim provides highly realistic simulations, it cannot fully replicate the tactile experience or the unpredictable nature of direct patient interaction. These limitations are mitigated through continuous development of haptic feedback integrations and by emphasizing ClinicalSim as a supplementary tool to enhance, rather than replace, hands-on clinical experience.
ClinicalSim distinguishes itself through its advanced AI-driven patient models, extensive library of diverse clinical scenarios, and adaptive learning pathways that personalize the educational experience. While other platforms exist, ClinicalSim often receives high marks for its realism, comprehensive feedback mechanisms, and demonstrated positive impact on educational outcomes.
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| Last Verified: 2026-08-05 | First Added: 2026-08-05