Education business intelligence operates within FERPA student privacy requirements, accreditation standards, Title IX compliance, and the shared governance model where faculty, staff, and administrators collaborate on technology decisions. Budget cycles are annual (fiscal year), procurement follows institutional policies, and adoption requires training across diverse user populations (faculty, advisors, registrar, financial aid).
Education BI — enrollment dashboards, retention scorecards, financial performance reports, and the self-service analytics that IR offices, deans, and department chairs use to monitor programs, allocate resources, and report to boards and accreditors.