About EduWork.AI

We turn research into AI that public institutions can use.

EduWork.AI is an innovative team of economists, data scientists, psychologists, and learning scientists, led by Dr. Michelle Yin. We build AI tools that help education and workforce institutions work more efficiently, designed around the people who use them and kept under careful human oversight.

Students Teachers Administrators Policymakers We provide technical assistance across the system, not direct student services.

Research into tools

We take methods that usually live in journal articles and build them into working tools, grounded in live federal data and current research.

The whole system

We support the people who run education and workforce systems, teachers, administrators, agency staff, and policymakers, with the evidence and tools they need.

Humans in charge

Every tool is built for oversight and accountability. The technology extends what skilled people can do, it does not replace their judgment.

8working tools
LiveCensus + IES federal data
Human-ledoversight at every step
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Research is only useful when the people who serve learners and workers can act on it. We build the tools that make that possible, with human judgment at the center.

The EduWork.AI principle
The team

A small, multidisciplinary team.

EconomistsResearch design and causal methods
Data scientistsModeling and machine learning
PsychologistsMeasurement and assessment
Learning scientistsHow people learn
Software engineersBuilding and running the tools
Dr. Michelle Yin

Dr. Michelle Yin

Founder & Principal

Applied microeconomist studying education and workforce policy, disability-margin labor markets, and the measurement of AI. Dr. Yin founded EduWork.AI and leads its team, turning findings from her research into tools that institutions and agencies can use. Visit the RISEI Lab →

Research figure on AI measurement

Grounded in research

Our tools draw on Dr. Yin's research on education, workforce, disability, and the measurement of AI. The research program runs through the RISEI Lab.

See the full research →
ReachABLE, joinreachable.com

A sister platform

ReachABLE helps people with disabilities and their families understand ABLE accounts, protect benefits, and build financial independence. The same work, for a different audience.

Visit joinreachable.com →
Work with us

Bring EduWork.AI onto a research, evaluation, or technical-assistance project, or ask about using the tools with your own data.

Get in touch →
Contact

Email: info@eduwork.ai

Research lab: riseilab.org

Personal site: michelleyin.org

Sister platform: joinreachable.com

EduWork.AI · an innovative team led by Dr. Michelle Yin · © 2026 EduWork.AI. All rights reserved. · eduwork.ai