For many colleges and universities, Workday serves as the operational backbone for finance, human resources, payroll, planning, and student administration. It modernizes processes and creates a strong foundation for institutional operations.
As institutions mature in their digital transformation journey, however, leaders often begin asking broader questions:
- Which students need support before they disengage?
- Which academic programs are driving institutional success?
- How should workforce strategies evolve alongside enrollment shifts?
- Where should resources be invested to maximize impact?
- How can AI support better decision-making?
Answering these questions requires more than operational data alone. It requires a trusted foundation that connects information across the institution and turns it into actionable insight.
At EDUCAUSE 2026, one of the most important conversations in higher education is not simply about systems. It’s about how institutions connect data to improve outcomes, strengthen planning, and prepare for the future of analytics and AI.
Below are six common use cases Avaap sees as institutions look to maximize the value of their Workday investment, connect data across the institution, and support stronger decision-making.
1. Student Success Analytics and Retention Insights
Student data often lives across CRM, advising, learning management, financial, and student systems, making it difficult to identify risk factors early and provide proactive support.
By creating a connected view of the student journey, institutions can gain insights into:
- Retention and persistence trends
- Student engagement patterns
- Financial risk indicators
- Advising effectiveness
- Opportunities for earlier intervention
Xavier University: A Student 360 Approach
Xavier University partnered with Avaap to unify Workday and other institutional data sources, creating a centralized foundation for student persistence analytics. The result was improved visibility into retention trends, reduced manual reporting, and more informed decision-making across student success initiative.
2. Academic Program Performance and Strategic Planning
Academic leaders need visibility into enrollment, program demand, faculty workload, student outcomes, and financial sustainability. Yet that information often resides across multiple systems.
A connected analytics foundation supports:
- Program demand analysis
- Faculty workload planning
- Program-level financial insights
- Student progression tracking
- Future investment decisions
With a shared source of truth, institutions can spend less time gathering information and more time evaluating strategic opportunities.
3. Financial Planning, Forecasting, and Executive Reporting
Boards, presidents, provosts, and CFOs need timely visibility into institutional performance. However, critical information often spans finance, enrollment, workforce, and planning systems.
Bringing these data sources together helps support:
- Budget-to-actual reporting
- Multi-year forecasting
- Enrollment impact analysis
- Strategic planning initiatives
- Executive and board dashboards
This enables leaders to move beyond static reports and make decisions with greater confidence.
4. Athletics Analytics, Compliance, and Institutional Impact
Athletics data often spans multiple systems, creating challenges for reporting, compliance, and strategic planning.
A unified view can support:
- NCAA reporting requirements
- Title IX reporting
- Student-athlete success initiatives
- Athletic program analysis
- Institutional planning and investment decisions
Connecting academic, financial, and operational data creates a more complete understanding of athletics’ impact across the institution.
5. Workforce Analytics and Position Management
Workforce decisions are increasingly influenced by enrollment trends, budget priorities, and institutional strategy.
Connecting workforce data with broader institutional information helps leaders better align staffing decisions to organizational needs and supports:
- Enrollment-driven workforce planning
- Program expansion initiatives
- Financial planning efforts
- Staffing and vacancy analysis
- Long-term institutional strategy
6. Institutional Benchmarking and Competitive Analysis
Many institutions are exploring predictive analytics, AI, and intelligent automation. Success begins with trusted, connected, and governed data.
A modern data foundation can help institutions:
- Prepare for AI and machine learning initiatives
- Improve data governance and stewardship
- Increase confidence in reporting
- Reduce manual processes
- Support advanced analytics at scale
As AI adoption accelerates across higher education, institutions with strong data foundations will be better positioned to innovate and realize value from emerging technologies.
Building the Future of Higher Education Analytics
The future of higher education analytics is more than reporting. It is about creating trusted insights that support student success, strengthen financial sustainability, improve institutional effectiveness, and prepare institutions for the opportunities AI will bring.
As colleges and universities continue to modernize operations and maximize technology investments, many are discovering that their greatest opportunities lie not within any single system, but in their ability to connect data across the institution. Finance, HR, student, enrollment, advancement, learning management, and operational data each provide part of the story. Bringing those pieces together creates a clearer picture of institutional performance and supports more informed decision-making.
At EDUCAUSE 2026, conversations around analytics, data strategy, institutional effectiveness, and AI readiness will continue to evolve. Institutions that can create trusted, connected data ecosystems will be better positioned to improve outcomes, accelerate decision-making, and maximize the value of their technology investments.
As a Snowflake Elite Partner with deep higher education and Workday expertise, Avaap helps colleges and universities connect data across institutional systems, improve visibility into performance, and build scalable foundations for analytics and AI. Avaap helps institutions move beyond data consolidation to outcomes that matter.
Attending EDUCAUSE 2026? Connect with Avaap to discuss how leading institutions are using Snowflake and modern data platforms to strengthen planning, advance analytics, and create a foundation for the next generation of AI-enabled innovation.