Suite · ServicesEight connected tools

What Illuma actually does.

Choose a service to see its full product context. Every tool reads from the same student workspace, so the advice stays connected.

08services
one profile

Service 01

Student database

Browse thousands of real, de-identified applicant profiles — GPA, testing, activities, and school-by-school outcomes.

Full profile per card — major, GPA, SAT/ACT, race, gender, state
Every application decision with round (RD / EA / ED / REA)
Activities list with grades and role
Search by major, state, or school name
Filter by focus (STEM / Business / BioPreMed / Humanities / Arts)

Learn more

Illustrative product sample · No outcome is implied

How it works

Under the hood

Most AI college tools invent 'similar applicants' from a base model's training data. Illuma's search hits a real corpus of self-reported historical outcomes — the same rows the admit-probability regression is trained on. What you browse is what the model sees.

01
One corpus, two surfaces
The browsable database and the ML predictor read from the same source of truth. No divergence between what you see and what the model learned.
02
De-identified, structured
Free-text posts are parsed into structured fields — stats, activities, outcomes, and round — so filters actually work. Post IDs strip personal detail.
03
Diverse by design
The stratified pool spreads across focus and outcome buckets so heavy-STEM and T20 dominance does not bury the rest.

What Illuma actually does.

Student database

Real admits · past cycles

Under the hood