For Medical Schools, PA Programs & Residencies

Clinical reasoning education
that scales across your entire curriculum

Deploy ReasonDx across pre-clerkship, clerkship, and GME in a single institutional license. Track every student's reasoning patterns before they reach the wards.

Built by Lauren Fine, MD, FAAAAI · Board-Certified Allergist/Immunologist · Medical Educator

Request a Demo → See What's Included
LCME standards aligned
ACGME milestone mapping
ARC-PA competency framework
Canvas / Blackboard / Moodle LMS integration
FERPA compliant
145
Clinical Cases
23
Specialties
560
Pathophysiology Topics
6
Clinical Settings
100%
Open-Access Evidence Base
The Problem We're Solving

Your students arrive on the wards
before their reasoning is ready

Clinical reasoning is the most consequential skill in medicine — and the hardest to teach at scale. Students memorize facts but can't synthesize them under pressure. Clerkship directors see it. Residency programs feel it. LCME and ACGME are measuring it. ReasonDx gives you the infrastructure to develop and document it.

46%
of diagnostic errors involve cognitive failures in clinical reasoning — not knowledge gaps (AHRQ, 2022)
LCME ED-6
requires documentation of clinical reasoning skill development and formative assessment across the curriculum
EPA 1
"Gather a history and perform physical exam" — the first EPA assumes reasoning readiness most programs can't verify
Institutional Features
Everything your curriculum committee needs

ReasonDx is built for deployment at scale — not just individual student access.

📊
Faculty Analytics Dashboard
Real-time view of every student's reasoning patterns, cognitive trap frequency, case completion rates, and differential accuracy. Identify at-risk students before they hit the wards.
Formative Assessment
👥
Cohort Analytics
Track reasoning development across your entire cohort. See which diagnostic categories trip students up most, compare cohort-to-cohort trends, and export data for LCME reporting.
Program Evaluation
🔗
LMS Integration
Canvas, Blackboard, Moodle, and D2L supported. Embed ReasonDx case assignments directly into your course modules. SSO via institutional credentials.
Canvas · Blackboard · Moodle
🏗️
Custom Case Authoring
Build cases specific to your patient population, your curriculum sequence, or your specialty. CaseForge provides a structured authoring environment with clinical accuracy validation.
CaseForge Tool
🎯
ACGME Milestone Tracking
Every case maps to ACGME milestones and EPAs. Track individual resident milestone progress automatically. Export milestone data in ACGME-compatible formats for CCC review.
GME Ready
💬
CoachDx for Educators
Faculty can review every student's CoachDx conversation — see exactly how a student reasoned through a case, where they anchored, and what questions the AI had to push on.
Reasoning Transparency
Implementation
Live in your curriculum in days, not months

We handle the setup. You focus on the teaching.

1
Scoping Call
30-minute call to understand your curriculum, accreditation needs, and integration requirements. We map cases to your course sequence.
2
Admin Setup
Your IT or us — SSO configuration, LMS embedding, faculty account provisioning, and student roster import. Typically 1–3 business days.
3
Faculty Onboarding
Live training session for faculty on the dashboard, case assignment, and how to interpret reasoning analytics for advising.
4
Launch + Support
Dedicated contact for your institution throughout the year. Quarterly analytics reviews and ongoing case library updates included.
Faculty Dashboard
See which students are struggling before they fail

The ReasonDx faculty dashboard shows you each student's reasoning trajectory — not just their scores. Identify premature closure patterns, see which diagnostic categories are repeatedly missed, and flag students for advising before small gaps become big problems.

Real-time data
Cohort comparisons
Export to CSV / PDF
LCME report-ready
See a Live Demo →
Faculty Dashboard — Cohort View
M3 Cohort · Clinical Reasoning Metrics · March 2026
StudentCasesAvg ScoreCognitive TrapsTrend
Chen, M. 14 87% Anchoring ×2 ↑ +12%
Johnson, K. 11 71% Premature closure ×5 ↓ –3%
Okonkwo, T. 16 91% None flagged ↑ +8%
Patel, R. 9 68% Framing ×3, Anchoring ×4 → Stable
Williams, A. 13 79% Search satisficing ×2 ↑ +6%
⚠️ 2 students flagged for advising Last updated: 4 min ago
Accreditation Alignment
Built for your compliance requirements

ReasonDx maps directly to the standards your accreditors are measuring.

🏛️
LCME Standards
Directly addresses ED-6 (clinical reasoning development), ED-8 (formative assessment), and ED-9 (curricular renewal) with exportable documentation.
ED-6 ED-8 ED-9
🩺
ACGME Milestones
All cases and CoachDx sessions map to ACGME milestones (MK1, PC1–PC5, SBP3). CCC-ready exports in ACGME-compatible format for milestone assessment.
MK1 PC1–PC5 SBP3
📋
ARC-PA & AANP
PA and NP program alignment built in. All cases include scope-of-practice appropriate decision points. Competency mapping to ARC-PA Standards and AANP domains.
ARC-PA AANP EPAs
📝
USMLE / COMLEX Alignment
Cases mapped to Step 1, Step 2 CK, and COMLEX Level 1–2 frameworks. Students using ReasonDx prep for boards while developing clinical reasoning skills simultaneously.
Step 1 Step 2 CK COMLEX
🔒
FERPA Compliance
Student data is institution-scoped and never shared across institutions. All analytics are role-based — faculty see only their students. FERPA release documentation available on request.
FERPA Role-Based Auditable
📖
Evidence-Based Content
100% open-access guideline sources (AHA, IDSA, ACS, StatPearls). Reviewed by board-certified physicians. Annual content audit against guideline updates. No paywall sources.
AHA IDSA StatPearls
From Educators
What faculty are saying

Early feedback from medical educators and program directors.

The faculty dashboard finally gives me something I can bring to a curriculum committee meeting. It's not just "students completed cases" — it's "here are the specific reasoning errors your cohort makes repeatedly."
Clerkship Director, Internal Medicine
Allopathic Medical School
I assigned the CHF exacerbation case before my small group session and the conversation was completely different. Students came in having already worked through the differential — we could go straight to the reasoning.
Assistant Professor, Medical Education
PA Program, Graduate Health Sciences
The ACGME milestone export alone would have saved our CCC dozens of hours last year. When the data is already mapped, the conversation shifts from "what did they complete" to "what does their reasoning trajectory tell us."
Program Director, Emergency Medicine
Residency Program, Academic Medical Center
Institutional Pricing
Flexible licensing for programs of every size

All institutional plans include faculty analytics, cohort tracking, and dedicated support. Contact us for exact pricing — we structure around your enrollment and budget cycle.

Small Program
Custom pricing
Up to 100 learners / year
  • Full case library access
  • Faculty analytics dashboard
  • Cohort tracking & reporting
  • LMS integration (1 system)
  • Email support
  • Custom case authoring
  • SSO / institutional login
  • Dedicated account manager
Contact Us
Health System / GME
Custom pricing
500+ learners / year
  • Everything in Medical School
  • Multi-program deployment
  • Residency & fellowship tracking
  • CCC milestone export tools
  • API access for data integration
  • Co-development opportunities
  • Priority feature requests
  • Quarterly strategy reviews
Contact Us

All plans include a 30-day pilot period. Budget cycle flexibility available — ask about annual, semester, or grant-funded arrangements.

FAQ

Questions from program directors

Most programs are fully deployed within 5–10 business days of contract signing. This includes LMS integration, SSO setup, faculty account provisioning, and roster import. We handle the technical setup — your IT team just needs to provide SSO credentials and an LMS API key.

Yes. ReasonDx supports LTI 1.3 integration with Canvas, Blackboard, Moodle, and D2L/Brightspace. Assignments, completion data, and grades can flow back to your gradebook automatically. We also support deep linking so faculty can embed specific cases directly into course modules.

All student data is institution-scoped — meaning only faculty and administrators at your institution can see your students' data. We never share or aggregate student-identifiable data across institutions. Data processing agreements (DPAs) are available for institutions that require them. We do not sell or use student data for advertising or model training.

Yes — CaseForge, our institutional case authoring tool, lets faculty build cases scoped to your program. Cases can be built from scratch or by adapting existing ReasonDx cases. All custom cases go through clinical accuracy validation before deployment. Authoring access is included in Medical School and Health System plans.

Yes. We offer a structured 30-day pilot for interested programs. The pilot includes a defined cohort (typically one course or clerkship), full faculty dashboard access, a mid-pilot check-in, and a data summary report at the end. There is no obligation to continue. Contact us to discuss pilot structure and timing.

ReasonDx is complementary, not competitive, to question banks and traditional case libraries. Question banks build knowledge recall; ReasonDx builds reasoning process. Programs typically position ReasonDx for small-group preparation, clinical reasoning instruction blocks, pre-clerkship bridging, and remediation — while keeping traditional question banks for knowledge recall. We can share a curriculum mapping guide on request.

ReasonDx was designed and built by Lauren Fine, MD, FAAAAI — a board-certified allergist/immunologist and medical educator with deep expertise in clinical skills education and curriculum design. Dr. Fine has delivered a TEDx talk on inquiry-based learning in medical education. The platform reflects her direct experience designing clinical reasoning curricula for health professions learners.

Ready to see it in action?

Schedule a 30-minute demo — we'll walk through the faculty dashboard, a live case, and answer your curriculum committee's questions.

Request a Demo → Explore the Platform