A National Network for Learning Mobility

AI Transfer and Articulation Infrastructure Network (ATAIN) is a national network — anchored by CourseWise — that brings together institutions, systems, and states to strengthen and modernize transfer infrastructure.

For too long, students have been asked to navigate a system where learning is not consistently recognized. Credits are lost. Time is extended. Costs increase.

ATAIN exists to change that.

So students aren’t penalized for moving — and learning counts wherever it happens.

Current Opportunity — State Cohorts for AI-Enabled Learning Expansion (SCALE) Initiative:

Apply Now
Apply Now

Future opportunities for institutions and states:

Join Waitlist
Join Waitlist
What We Do

ATAIN works across:

Policy

addressing structural barriers to transfer

Practice

improving coordination and workflows across institutions

Infrastructure

building shared systems that support learning mobility

Together, this work ensures that:

Learning counts across institutions
Transfer decisions are transparent and consistent
Students can move forward without losing progress
How ATAIN is Different

A Network powered by Shared Infrastructure

ATAIN is not a single institution or standalone solution. It is a coordinated effort across the field —combining technology, research, collaboration, and policy alignment.

Anchored by CourseWise and informed by research from UC Berkeley’s CAHL Lab, ATAIN blends AI-powered tools with faculty and higher-ed leader expertise to scale transfer in ways that preserve rigor and reduce burden, and most importantly, better serve learners.

ATAIN by the Numbers

59

Institutions

16

States

55,000+

Courses*

1,000,000+

Equivalencies*

* Includes aggregated course and equivalency data from all institutions within the CourseWise network.

What We’re Building Toward

A Future Where:

Students keep the credits they earn

Institutions operate with shared standards

Current Opportunity:
State Cohorts for AI-Enabled Learning Expansion (SCALE) Initiative

Apply Now
Apply Now

Systems can see and improve transfer outcomes

Learning mobility becomes the norm — not the exception

Founding Partners:

Funders: