Welcome to Agentic At-Risk Early Alert thatreads every signal on a cohort and tiers it honestly.
Most early-alert systems generate guilt: a hundred yellow flags nobody has capacity to work. Risely's agents tier by evidence and name what triggered each flag, and an advisor decides what happens next.
Early alert · the BIO-210 cohort
signals tiered by evidence
37 students with nothing on the record. Nobody manufactures concern to fill a dashboard.
Risely's agents: reading the cohort · every record, every day
A signal is a fact, and the flag shows it.
A score hides what it was built from, so nobody trusts it. Risely's agents name the marked midterm, the broken attendance streak, the nine silent days, and the empty cart.
A score hides what it was built from. Risely's agents show the fact that raised the flag.
One signal is noise. Three on one record is a pattern.
Risely's agents watch how signals land on the same student across days. A record that collects three inside nine days reads as urgent because it earned the word.
One signal is noise. Three on one record inside nine days is a pattern, and it reads as urgent because it earned the word.
The tier moves down as readily as up.
A tutor match takes, submissions come back, a balance gets settled. Risely's agents re-read the record and return the student to steady, so nobody intervenes twice on the same problem.
watch
one course slipping and a tutor match accepted last week
two weeks later
steady
submissions are back on time, and the tutoring is still running
Risely's agents move a student back down as readily as up, so nobody intervenes twice on a problem that is already being handled.
The students who are fine stay unflagged.
Nobody spends a Tuesday proving the fine are fine. Risely's agents leave the steady tier quiet, which is exactly what makes the top of the list worth acting on.
Nobody spends a Tuesday proving the fine are fine. Leaving them alone is what keeps the top tier worth reading.
One thing moves. The tier re-reads.
A grade posts, an attendance streak breaks, a tutor match takes hold. Each one changes what the record says, and Risely's agents re-tier the whole cohort the same way.
A midterm report lands
one course is marked unsatisfactory
The record already held two signals
nine quiet days and an empty cart
Risely's agents move her to act now
with all three signals attached
An advisor works the top tier first
because the evidence says who it is
The rest of the cohort stays quiet
and the word urgent keeps its meaning
Agentic At-Risk Early Alert never works alone.
sends each posted grade
the moment it lands
ranks the flagged tier
into a worked queue
sends the slide
to read against aid
What changes, and how it runs.
Every flag arrives with its evidence
Three independent signals show up, and the record names each one.
The tier moves in both directions
Nobody re-intervenes on a problem already being handled.
The day the system says act, people act
Because the steady students stayed unflagged all term.
The technical read
Connects read-only to your SIS, LMS, and attendance system to start
An advisor decides what happens to every flagged student
Every action lands on an append-only log
Runs alongside what you have. Nothing rips out.