Build a stronger case for new academic programs by connecting student demand, enrollment forecasts, workforce outcomes, competition, and financial viability.
AI course companions could reshape university teaching, expanding personalized student support while challenging long-standing academic models and workflows.
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.
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!