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Student-success intelligence · bounded AI

Ask your student data anything. Trust every answer.

University Clarity turns plain-English questions into trusted student-success metrics — drawn from a governed catalog, never improvised SQL. Every number is reproducible, explained, and auditable.

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For provosts, registrars & institutional-research teams.

A few things people ask

First-gen retention by facultyHighest-DFW gateway course?Grad-rate trend + next-term forecast

Every department tells a different story

Illustrative demo data — not a real institution.

Demo data

First-year retentionhigher is better

Bar chart of synthetic demo data comparing six departments. Currently showing First-year retention (higher is better): Nursing is highest and History is lowest. Full data for all metrics follows.
All demo metrics by department (percent)
DepartmentFirst-year retentionGateway-course DFW rate4-year graduation rate
Nursing91%8%72%
Engineering84%24%51%
Business87%12%68%
Biology78%19%58%
Psychology82%14%63%
History74%10%66%
fall-to-fall retention◦4-year graduation rate◦dropout rate◦course DFW rate◦course fill rate◦term GPA◦probation rate◦time to completion◦student–instructor ratio◦enrollment forecast◦headcount◦first-gen outcomes◦fall-to-fall retention◦4-year graduation rate◦dropout rate◦course DFW rate◦course fill rate◦term GPA◦probation rate◦time to completion◦student–instructor ratio◦enrollment forecast◦headcount◦first-gen outcomes◦
Why teams trust it

Plain English in, governed metrics out

Ask like you'd ask a colleague. The assistant maps your question to a vetted metric from the catalog — and asks a clarifying question instead of guessing when intent is ambiguous.

It never invents SQL

Answers compile from a typed catalog through strict validation. No free-form query the model dreamed up ever touches your warehouse — so a wrong number from a hallucinated join simply can't happen.

Every answer is auditable

See the exact metric definition and the compiled query behind each result. Every question is logged — who asked, what ran, and when — so trust is verifiable, not assumed.

See it on your numbers.

Walk through a live answer — question to compiled query to audit trail — with your own student-success questions in mind.

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