# Headless Assessment for STEM Programs

*/Opportunities/Headless_Assessment_for_STEM_Programs*

## Opportunity Linked I C P

**Icp**: [Technical University](/CompanyTypes/Technical_University)

## Opportunity Linked Problem

**Problem**: STEM Assessment Automation

## Opportunity Market Sizing

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**S A M**: ~$200-300M across US and European technical universities and large engineering departments
**S O M**: ~$10-25M
**T A M**: ~20k global higher-education institutions with STEM programs × ~$75k/yr average grading automation and assessment software budget ≈ $1.5B
**Growth Rate**: ~12-18%/yr, driven by ballooning computer science and engineering enrollments colliding with stagnant teaching assistant budgets
**Paid Comparable Spend**: ~$50k-150k/yr per department spent on Teaching Assistant grading stipends, plus ~$10k-30k on legacy partial auto-graders and LMS assessment add-ons

## Neighborhood

### Entrant startups

- [Churn](/Startups/Churn) — is entrant in · Startups

### What it addresses

- [STEM Assessment Automation](/Problems/STEM_Assessment_Automation) — addresses · Problems

### Applies thesis

- [Technical University](/CompanyTypes/Technical_University) — applies thesis · CompanyTypes