Medical school operations. A model you can argue with.
What's the real cost of staying manual?
School size and standard counts start from published AAMC and LCME figures. Time-saved percentages are assumptions. Set them to what your shop would defend.
Modeled annual figure (your assumptions)
$275,010
across 6 operational categories
$124,800
$45,360
$31,680
Value Distribution
ROI Categories
Click to explore assumptions and evidence
School size and standard counts cite AAMC and LCME publications. Time-saved percentages are assumptions. Set them to what you would defend.
3-Year Projected Value
$825,030
Three times the annual figure above. No implementation ramp. Categories overlap, so do not brief this as additive cash.
Sources & Methodology
Counts you can check in AAMC and LCME publications are cited on the slider. Time-saved percentages are not. Categories overlap. This is a discussion model, not a budget line.
AAMC
- FACTS Enrollment Data (2024)
- Faculty Salary Report FY 2025
- Analysis in Brief: Clerkship Sites (2018)
- Development Survey: Staff Compensation (2024)
- Curriculum Inventory Reports
- Medical School Operations Data Snapshots
LCME
- Functions & Structure Standards (2023–24)
- Elements 6.1, 6.3, 9.1–9.4
Published Research
- Cire et al., Network-Based Clinical Rotation Scheduling (POM)
- Agrawal et al., Baylor College of Medicine QI Study (2023)
- LCME Accreditation National Survey (Med Sci Educator, 2025)