Give every student a clinical reasoning environment they'll actually use.

MedLab replaces passive case reviews with AI-guided simulations — measurably improving diagnostic reasoning while reducing the burden on your faculty.

50+Students per cohort
3 hrsAverage onboarding time
FERPACompliance ready
The Problem

Current training leaves a critical gap.

Medical schools invest heavily in knowledge delivery. Almost nothing in applied clinical reasoning — the skill that saves patients.

Passive learning doesn't build reasoning

Lectures and textbooks teach facts. But diagnostic thinking — the core skill of clinical medicine — only develops through deliberate, iterative practice. Most curricula don't provide it.

Faculty can't give feedback at scale

One instructor can't meaningfully debrief 120 students on their clinical reasoning. The result: students get grades, not insight. Faculty get burnout, not leverage.

Simulation labs are expensive and scarce

High-fidelity mannequin labs cost hundreds of thousands to build and run. Scheduling bottlenecks mean students get one or two exposures per semester — far below what builds real competence.

What MedLab Does

Built for outcomes, not features.

Every aspect of MedLab is designed around one question: does this improve how students reason about patients?

↑ Pass rates

Students who practice active clinical reasoning outperform peers on OSCEs and licensing exams. MedLab integrates directly into your exam prep cycle.

↑ Engagement

Case-based learning with immediate AI feedback drives 3× more self-directed study time than passive materials. Students come prepared.

↑ Instructor visibility

See exactly where each student's reasoning breaks down — before the exam. Intervene early. Focus teaching time where it's needed most.

↓ Faculty load

The AI Attending handles first-pass feedback on every case attempt. Faculty review dashboards, not individual submissions.

Trusted by leading medical programs
"
TSMU

Tbilisi State Medical University

Pilot Program · 2024

"MedLab gave our students a structured space to practice clinical reasoning outside the ward — something we simply didn't have before. Faculty reported spending significantly less time on case debriefs while students arrived better prepared."

Faculty of Medicine

TSMU · Tbilisi, Georgia

180+Students in pilot cohort
94%Completion rate on assigned cases
2.4×More practice attempts vs. baseline
< 1 wkTime to full cohort onboarding
How It Works

Three steps to a running program.

Book a Demo
01

Onboard your cohort

We set up your institution workspace, subdomain, and role structure. Invite students and educators by CSV or link. Most programs are live within a week.

Setup call included · CSV import · Custom subdomain

02

Assign cases

Educators select from the full case library or request custom cases. Assign to specific cohorts with deadlines. Cases adapt to individual student performance.

Full case library · Custom case requests · Deadline management

03

Track progress

The educator dashboard shows attempt history, reasoning quality scores, and cohort-wide weak spots. Export reports for accreditation or faculty review.

Cohort analytics · CSV exports · Accreditation-ready reports

Pricing

Affordable at every scale.

Per-student pricing means costs grow with your program — not ahead of it. All plans billed annually.

Starter

$30

per student / year

Min. 50 students
  • Full student case library
  • Educator dashboard
  • Class progress tracking
  • CSV performance exports
  • Email support
Book a Demo
RECOMMENDED

Growth

$50

per student / year

Min. 200 students
  • Everything in Starter
  • Custom subdomain (school.getmedlab.com)
  • LMS integration (Moodle, Canvas)
  • Dedicated account manager
  • Quarterly review calls
Book a Demo

Enterprise

Custom

annual contract

500+ students
  • Everything in Growth
  • White-label branding option
  • Custom case authoring tools
  • API access
  • SLA + priority support
Contact Us

All institutional plans billed annually in USD. Volume discounts available for 1,000+ students.

Integration & Compliance

Fits your infrastructure. Respects your data.

LMS Integration

Native compatibility with Moodle and Canvas. Single sign-on, grade passback, and assignment sync. MedLab fits inside your existing infrastructure.

FERPA-Ready

Student data is never sold or used for third-party model training. Role-based access controls ensure educators only see their own cohorts.

Custom Subdomain

Growth and Enterprise plans include a dedicated subdomain — school.getmedlab.com. Keeps the experience on-brand and familiar for your students.

API Access

Enterprise plans include full API access for custom integrations, automated cohort management, and data pipeline connections to your institutional analytics stack.

Common questions

Most institutions are fully onboarded within one week. We run a setup call, configure your subdomain, and help you import your first cohort via CSV. Your account manager handles the technical setup.

Yes. We offer a structured pilot program — typically 4–8 weeks with a small cohort — before any annual contract is signed. Book a demo to discuss pilot terms.

Growth and Enterprise plans include custom case authoring. You can submit clinical scenarios specific to your curriculum and our team will build and validate them within the platform.

Attempt history, time-on-task, reasoning quality scores by case and student, cohort-wide weak spots, and completion rates. All exportable as CSV for accreditation reporting.

No. Student data is never used for third-party model training or sold. All data is processed under strict access controls and stored in compliance with applicable privacy regulations.

We currently support Moodle and Canvas natively. Additional integrations are available on Enterprise. SSO (SAML 2.0, OAuth) is supported on Growth and above.

Ready to bring MedLab to your program?

Book a 30-minute demo. We'll walk through the platform, answer your procurement questions, and discuss pilot options — no commitment required.