AI Clinical Simulation Platform for Allied Health Programs

SimMedAi is an AI clinical simulation platform for 58+ allied health roles across 64 jurisdictions — all 13 Canadian provinces and territories plus all 50 US states. Students work unfolding patient scenarios in a realistic multi-tab EHR, speak to an AI standardized patient in voice OSCE encounters, and rehearse the first weeks of the job in the Workforce Readiness Suite. Every action is graded against the learner's jurisdiction-correct role, regulator, governing legislation, and legal scope of practice.

In one sentence: one platform replaces the per-discipline patchwork — 58+ roles, 64 jurisdictions, EHR simulation, spoken OSCE, workforce drills, exam prep and program analytics, all graded against the regulator that actually governs the learner.

58+ supported allied health roles

Lab & diagnostics: Medical Laboratory Technologist, Medical Laboratory Assistant, Combined Laboratory & X-Ray Technologist, Diagnostic Medical Sonographer, Cardiovascular Perfusionist, Electroneurophysiology Technologist. Imaging & radiation: Medical Radiologic Technologist, Nuclear Medicine Technologist, MRI Technologist, Radiation Therapist. Paramedicine & emergency: Primary Care Paramedic, Advanced Care Paramedic, Emergency Medical Responder, Disaster and Emergency Manager. Respiratory & rehab: Respiratory Therapist, Physiotherapist, Physical Therapist Assistant, Occupational Therapist, Occupational Therapist Assistant, Interdisciplinary Therapy Assistant, Recreation Therapist, Recreation Therapy Aide. Speech, hearing & vision: Speech-Language Pathologist, Audiologist, Hearing Aid Practitioner, Optician, Ophthalmic and Optometric Assistant, Optometrist. Dental: Dental Assistant, Dental Hygienist, Dental Technologist, Denturist, Dentist. Pharmacy: Pharmacy Technician, Pharmacy Assistant, Pharmacist. Nursing & care: Health Care Aide (PSW / CNA / STNA), Licensed Practical Nurse, Psychiatric Nurse, Registered Nurse, Perioperative Nurse Specialist. Mental health & nutrition: Psychologist, Social Worker, Dietitian, Acupuncturist, Chiropractor, Naturopathic Doctor. Advanced practice: Midwife, Physician Assistant, Podiatrist. Veterinary: Veterinary Technologist, Veterinary Medical Assistant, Veterinary Office Assistant. Health admin & support: Medical Device Reprocessing Technician, Health Information Management Professional, Medical Office Assistant, Personal Fitness Trainer.

64 jurisdictions — Canada & United States

Canada (all 13 provinces and territories): Alberta, British Columbia, Saskatchewan, Manitoba, Ontario, Quebec, Nova Scotia, New Brunswick, Prince Edward Island, Newfoundland and Labrador, Northwest Territories, Yukon, and Nunavut. United States: all 50 states. Each jurisdiction is localized to its correct profession title — a Health Care Aide in Alberta is a Personal Support Worker in Ontario, a Continuing Care Assistant in Nova Scotia, a Préposé aux bénéficiaires in Québec and a Certified Nursing Assistant in the US — and to its regulator (College of Nurses of Ontario, College of Registered Nurses of Alberta, BC College of Nurses and Midwives, a US state Board of Nursing), governing legislation, privacy law (Health Information Act, PHIPA, HIPAA), measurement units, and certification exam (NCLEX-RN, CPNRE, REx-PN, NDAEB, DANB).

Voice OSCE and the Workforce Readiness Suite

Voice OSCE is a spoken patient encounter with an AI standardized patient, graded on a defensible OSCE communication rubric with multi-station timed circuits, consent gating and instructor calibration. A real-time Live mode holds a full-duplex spoken conversation. The Workforce Readiness Suite adds four live drills — On the Floor (prioritization under interruptions), Call the Provider (SBAR escalation under pushback), Rapid Response (a patient deteriorating on the clock) and Hard Conversations (de-escalation) — plus a timed Readiness Capstone that issues a verifiable, jurisdiction-stamped credential. Vocal Presence analytics score how a student speaks — pacing, fluency, composure — without penalizing accent, in English or Québec French.

What the AI actually does

  • AI Study Agents with persistent memory — one per role, remembering strengths, gaps, learning style and exam history across sessions.
  • Living Notes — the tutor mints structured visual study notes in 11 formats, rendered as real DOM with evidence chips, decay and blur-to-recall, never images.
  • Global Intelligence System — mastery tracking, predicted pass probability, cohort insights, and leading-indicator signals such as silent struggle.
  • Scope-of-practice grading — out-of-scope acts are caught and cited to the governing legislation instead of quietly succeeding.
  • Exam prep — NCLEX / CPNRE / REx-PN-style banks stamped per profession and regulator, with AI explanations, analogies and confidence calibration.
  • Career Launch — voice mock interviews with a hire signal, grounded internship search, and an AI career counselor tuned to the learner's regulator.

For programs and institutions

Instructors author scenarios, map them to programs, terms and courses, and run cohorts self-paced, cohort-paced or hybrid with weekly drip release, resets and reassignment, AI pacing recommendations, competency coverage reporting and auto-issued completion certificates that anyone can verify by code. Each institution's data is isolated in its own database schema. Request a pilot to evaluate coverage for your disciplines and jurisdiction.

Frequently asked questions

What is SimMedAi?

SimMedAi is an AI-powered clinical simulation platform that generates dynamic, unfolding patient scenarios tailored to 58+ allied health roles across 64 jurisdictions in Canada and the United States. Students interact with a realistic multi-tab electronic health record (EHR) while receiving AI-driven feedback on their clinical decisions. It is built for allied health programs, colleges, and health authorities and uses advanced AI.

Who is SimMedAi designed for?

SimMedAi is built for allied health programs, colleges, and health authorities across Canada and the United States, covering 64 jurisdictions — all 13 Canadian provinces and territories plus all 50 US states. It serves both students and instructors. Supported disciplines include Respiratory Therapy, Medical Laboratory, Diagnostic Imaging, Paramedicine/EMS, Rehabilitation, Pharmacy, Nursing support, Mental Health, and many more — 58+ roles in total.

How does SimMedAi handle data privacy?

SimMedAi uses a multi-tenant architecture that isolates each institution's data in its own database schema. The platform is designed to support Canadian and US privacy expectations (PIPEDA and provincial health privacy laws such as HIA and PHIPA; FERPA/HIPAA-aware practices in the US). Access tokens are held in memory only (not in browser storage) and audit events are logged for accountability.

Can SimMedAi integrate with our LMS and onboard cohorts?

Instructors can create cohorts, map scenarios to programs, terms, and courses, and track progress and analytics from a director dashboard. Bulk student onboarding is supported. LMS/SSO integration is available on the roadmap and scoped per institution during a pilot — contact us to discuss your environment.

What AI technology powers SimMedAi?

SimMedAi is powered by advanced AI for scenario generation and clinical reasoning analysis. AI capabilities include confidence calibration, spaced repetition coaching, learning velocity analysis, and mastery dimension analytics. A Global Intelligence System (GIS) aggregates learning signals across roles to improve simulation quality.

What are AI Study Agents?

Each of the 58+ allied health roles has a dedicated AI Study Agent with persistent memory. These agents remember strengths, struggling areas, learning style, and exam history across sessions. They provide context-aware coaching: analyze exam performance, give Socratic hints during simulations, plan goals from a learner's trajectory, and discuss notifications — all personalized to the role and jurisdiction.

What jurisdictions does SimMedAi support?

SimMedAi supports 64 jurisdictions: all 13 Canadian provinces and territories (Alberta, British Columbia, Saskatchewan, Manitoba, Ontario, Quebec, Nova Scotia, New Brunswick, Prince Edward Island, Newfoundland and Labrador, Northwest Territories, Yukon, Nunavut) and all 50 US states. Each jurisdiction is localized to its correct profession title, regulator (for example the College of Nurses of Ontario, the College of Registered Nurses of Alberta, or a US state Board of Nursing), governing legislation, privacy law (HIA, PHIPA, HIPAA), measurement units, and certification exam (NCLEX-RN, CPNRE, REx-PN).

What is the Voice OSCE (spoken patient encounter)?

Voice OSCE is a spoken patient encounter where students talk to an AI standardized patient out loud and are graded on a defensible OSCE communication rubric — open versus closed questioning, logical sequencing (ICE), empathy, plain-language explanation, safety red-flag screening, and jurisdiction fidelity. It supports multi-station timed circuits, instructor review and calibration, and bilingual English / Québec French. Vocal Presence analytics score how a student speaks (pacing, fluency, composure) without ever penalizing accent.

What is the Workforce Readiness Suite?

The Workforce Readiness Suite is four live, real-time spoken drills that rehearse the moments new graduates fear most: On the Floor (prioritization under interruptions and alarms), Call the Provider (delivering SBAR to a skeptical physician under pushback), Rapid Response (a patient deteriorating on the clock), and Hard Conversations (de-escalating an angry or frightened patient or family). A timed Readiness Capstone chains all four drills into one shift and issues a verifiable, jurisdiction-stamped Workforce Readiness credential employers can validate by code.

How does SimMedAi handle scope of practice and regulatory bodies?

SimMedAi resolves every learner to their jurisdiction-correct role, regulator, and legal scope of practice, then grades against it. Each drill and encounter knows what acts are in scope versus out of scope for that role and region — for example, a Health Care Aide attempting to administer IV medication, or an action governed by Ontario's Regulated Health Professions Act controlled acts — and reacts realistically instead of letting an out-of-scope action quietly succeed. A dedicated scope-fidelity score grades adherence with citations to the governing legislation.

How does SimMedAi help students get hired after graduation?

SimMedAi includes a Career Launch suite. The Interview Room runs a live, voice-based mock job interview — friendly screener, structured multi-voice panel, or tough behavioral — grounded in the student's real clinical record and, optionally, a specific job posting; it produces a coaching scorecard with a hire signal, STAR feedback on each answer, Vocal Presence delivery analytics, and a Fit-Gap report against the job's must-haves. Internship Hunter performs a grounded web search for real, currently-open internships and placements matched to the student's role, jurisdiction, and actual platform performance, then drafts tailored résumé bullets and a cover letter the student can edit and save. An AI Career Counselor advises on licensure roadmaps, résumés, and job-search strategy tuned to the student's regulator and region.

How does SimMedAi track clinical competency?

SimMedAi uses Benner's evidence-based Novice-to-Expert clinical judgment framework with a three-tier scoring system: Clinical Reasoning (decision-making process), Cue Recognition (identifying relevant patient data), and Safety Assessment (identifying risks and contraindications). It also offers confidence calibration, learning velocity analysis, and mastery dimension analytics across competency domains.