
Beyond Headcount: Why Low-Enrollment Programs Matter More Than You Think
Low enrollment doesn’t always mean low value. See why course economics, cross-enrollment, market demand, and mission matter before cutting programs too soon.

Low enrollment doesn’t always mean low value. See why course economics, cross-enrollment, market demand, and mission matter before cutting programs too soon.

See how AI course companions can deliver personalized, 24/7 student engagement at scale while extending faculty capacity and keeping instructors in control.

AI isn’t replacing software developers. New labor market data reveals rising demand, growing AI roles, and what these trends mean for academic planning and workforce alignment.

Learn why program closures are not always the answer and how program economics can reveal smarter ways to improve institutional finances.

Explore how AI-based learning platforms are fulfilling the decades-old promise of personalized, scalable education in college teaching and learning.

As entry-level hiring shifts, colleges need better workforce insights to align programs, advising, and student success with today’s evolving job market.

Evaluate academic programs with greater confidence by combining demand, economics, outcomes, and mission to support stronger portfolio decisions.

Evaluate academic programs with more than job postings. See how labor market, student demand, outcomes, and competition reveal stronger growth opportunities.

Does college still deliver value? New data challenges common myths about ROI, debt, and career outcomes while revealing what’s really driving the debate.
Explore our new guide to help bring clarity, speed, and consensus to academic portfolio planning.
Navigate shared governance, evaluate program health, and align your academic portfolio with student demand and institutional mission. Gray DI provides the framework and market data to help higher education leaders make confident, transparent decisions.
Stop navigating enrollment droughts and budget drains in the dark. Join Gray DI’s free Master Class Series and unleash data-informed insights to transform your academic portfolio.
Limited seats available!