Welcome to Agentic Scholarship Matching thatreads every scholarship's criteria into checkable rules.
Every campus holds scholarship money that goes unawarded and students who leave over smaller amounts. Risely's agents read the criteria, run every student against every award, and draft the packets. The committee still makes every award.
Matches · one student against every award
matching
Endowed STEM award · $3,000
applyall four criteria met from the record
Regional first-gen grant · $2,500
applydeadline in 19 days · recommender suggested
Departmental research fund · $4,000
next cycleeligible once the lab course posts · calendared
$5,500 in live matches for a student carrying a $1,200 aid gap. The unclaimed pool and the leaving students were the same problem all along.
Criteria become rules a system can check.
Institutional awards, departmental funds, and the outside scholarships worth the paperwork all parse into checkable rules, with every deadline on a watched calendar.
One award parsed into rules
parsing the PDF
The criteria stop living in a PDF only the right student in the right week ever finds.
The match runs whenever the record moves.
Grades post and circumstances change, and eligibility recomputes with them. Nobody has to stumble onto the right page during the right week.
The match never sleeps on the record
A grade posts in December
the record just changed
Eligibility recomputes
every award, this student
A new match surfaces
while the deadline is still live
The junior who becomes eligible in December gets found in December, not at next year's orientation.
The packet drafts itself, in the student's words.
Risely's agents draft the essay from her own recorded words and activities, suggest a recommender from a real relationship, and track the checklist to the deadline.
The application packet
drafting
The application takes an evening instead of dying on a to-do list. The words stay the student's own.
The match lands where the gap lives.
Matches surface beside the aid gap on the same record. The unclaimed pool and the leaving students turn out to be one problem with one screen.
The gap and the answer, one screen
The aid gap
$1,200
Live matches
$5,500
Matches surface beside the aid gap on the same record, so the answer appears exactly where the problem lives.
One thing moves. The match re-runs.
A posted grade, a declared minor, a new outside award. Any of them changes who fits what, and every one runs the same way.
A grade posts in December
the eligibility just changed
The criteria re-check
every award against every student
A new match surfaces
with the deadline still live
The packet drafts
in the student's own words
The committee decides
the award stays theirs to make
What changes, and how it runs.
The unclaimed pool gets claimed
Every award finds every student it fits.
Applications stop dying on to-do lists
The packet arrives drafted, hers to finish in an evening.
Retention gets a cheaper dollar
The match closes gaps a discount never sees.
The technical read
Connects read-only to your SIS, aid system, and scholarship inventory to start
The scholarship committee makes every award
Every action lands on an append-only log
Runs alongside what you have. Nothing rips out.