Ellucian Redefines the Economics of AI for Higher Education
Key Highlights:
- AI capabilities within Ellucian Student are included without separate token or credit purchases and without usage-metered AI billing.
- All-in AI pricing gives institutions greater cost certainty as they expand adoption across campus.
- Ellucian Student embeds purpose-built higher education AI across predictive insights, assistants, intelligent automation, and agentic workflows.

As colleges and universities expand their use of AI, included costs can help institutions plan adoption across teams and workflows with greater confidence. Ellucian's approach removes the need for institutions to forecast AI consumption or manage a separate usage-based billing model. AI for essential work such as registration, advising, and financial aid is included in an institution's Ellucian Student subscription.
Included Costs are Critical as AI Adoption Scales
The approach comes as AI moves rapidly from experimentation to institutional strategy. According to Ellucian's 2025 AI in Higher Education Survey, institutional AI adoption increased from 49% in 2024 to 66% in 2025, while 40% of higher education administrators continue to identify implementation costs as a barrier to institutional AI adoption. Nearly two-thirds of executive leaders surveyed report their institutions already allocate funding for AI-related activities.
"AI is quickly becoming part of how institutions serve students and run their campuses, and higher education needs an economic model that supports that reality," said
AI Built into Ellucian Student
Powered by the Ellucian Platform, Ellucian Student brings purpose-built AI into the end-to-end student lifecycle. Ellucian AI goes beyond generating responses to connect data, coordinate actions, and perform tasks that empower users. Ellucian agents help students stay on track while empowering staff to act with greater speed and confidence across critical institutional workflows.
For Ellucian Student customers, built-in AI means:
- AI costs are included in the core subscription.
- There are no AI tokens or credits to purchase or manage.
- AI usage is not subject to metered billing or hidden multipliers.
- Continuous AI innovation without purchasing and integrating new AI tools.
Ellucian AI is powered by the Ellucian Higher Ed Knowledge Graph, a living catalog of approximately 10,000 higher education processes built on 60 years of experience working with colleges and universities. This foundation provides the institutional context needed to follow higher education policies, workflows, and regulations, creating a system of intelligence that helps institutions move from insight to action with greater confidence and control.
To learn more about Ellucian AI, visit: https://www.ellucian.com/artificial-intelligence
WHAT IS ELLUCIAN
Ellucian powers innovation for higher education, partnering with approximately 3,000 customers across 50 countries, serving more than 21 million students. Ellucian's AI-powered platform, trained on the richest dataset available in higher education, drives efficiency, personalized experiences, and strengthened engagement for all students, faculty and staff. Fueled by decades of experience with a singular focus on the unique needs of learning institutions, the Ellucian platform features best-in-class SaaS capabilities and delivers insights needed now and into the future. These solutions and services span the entire student lifecycle, including data-rich tools for student recruitment, enrolment, and retention to workforce analytics, fundraising, and alumni engagement. Ellucian's innovative solutions, vast ecosystem of partners and user community of more than 45,000 provides best practices leading to greater institutional success and achieving better student outcomes.
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SOURCE Ellucian
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