How is iDBQuery used in higher education?
Universities and colleges use iDBQuery to ask plain-language questions across enrolment, student-success, finance and research data, getting cited answers in seconds without SQL. It builds one live model across SIS, LMS and finance systems and can run in your own environment, keeping student data inside the institution.
Higher-ed institutions hold data across a student information system, LMS, finance, admissions and research systems. iDBQuery unifies extracts from these into one live model so administrators, deans and institutional-research staff ask plain-language questions and get a cited answer.
Examples:
- What is enrolment and yield by program, term and demographic?
- Show retention and graduation rates by cohort and department.
- Where are students at risk (attendance, grades) before they drop out?
- What is tuition revenue and net tuition after aid by program?
- How is research and grant spend tracking by department?
iDBQuery joins SIS, LMS and finance exports plus spreadsheets into one live model with no pipeline, joins them, and cites each figure to source, so board, accreditation and planning reporting is trustworthy. The Analyst agent can investigate a retention decline on its own and produce a shareable report.
Because student records are protected, deployment leads: run in your own VPC or on-premises, use the Desktop app to keep data local, and rely on query-in-place, RBAC and encryption. iDBQuery makes no compliance-certification claims (no FERPA certification); the value is architectural, student and financial data stays within the institution while staff get instant, verifiable answers, designed to support your data-protection obligations.
Updated 2026-06-22