Welcome to Agentic Personalization Engine thatshapes one campaign into a version per family.
Higher-ed personalization has meant a merged first name for twenty years. Risely's agents shape each version from what the institution already holds, and keep the facts behind every line.
Spring yield campaign · one skeleton
1,240 shaped versions
toured Saturday · biology · aid pending
what this student reads
The marine biology lab you stood in on Saturday.
The professor you met and the course he teaches in the fall.
Your aid decision and the date it lands.
one chat · undecided · early
what this student reads
The question you asked us last month.
Three programs that answer it.
A 20-minute virtual visit, whenever suits.
Every version can show the facts that shaped it.
The visit, the program, the aid stage, and the question she asked. Risely's agents keep all four beside the version they produced, so a marketing director can open it in June and read why it said what it said.
What shaped this version
kept beside it
Saturday on the visit desk's record
biology from the inquiry she submitted
packaged, decision pending, from the aid office
asked in the chat she started herself
A marketing director can open any version months later and read exactly why it said what it said.
A line with no fact behind it never gets written.
Some families have done nothing yet, and guessing at an interest tells them the institution was not paying attention. Risely's agents fall back to the institutional opening, which is honest and still well written.
When the record holds nothing
the slot
The opening is supposed to name something this family did.
what a guess would do
Invent an interest, and the family learns the institution was not paying attention.
what Risely's agents do
Fall back to the institutional opening, which is honest and still well written.
Every shaped line rests on a fact the institution already holds.
Restraint is personalization too.
A student a year out from applying gets no deadline drum and no scarcity language. Risely's agents send him one clear ask and a real answer to the question he asked, and the relationship survives to the moment he is ready.
The version for a student who is early
Sending less is the move that keeps the relationship alive until he is ready.
The institution decides what may ever shape a message.
What a family told the institution and what they did on its own systems are fair. Anything bought, appended, or inferred from outside is out, and Risely's agents log every version against that list.
What the engine is allowed to read
what the family told the institution and what they did on its own systems
the stage of a process the institution runs, such as aid or housing
anything bought, appended, or inferred from outside the institution
a protected characteristic, whether or not the record holds one
The institution writes this list. Risely's agents work inside it and log every version against it.
One thing moves. The versions re-shape.
A campus tour, a changed program interest, an aid decision, a question in a chat window. Any of them changes what a family should read, and every one runs the same way.
She tours on Saturday
the visit desk posts it to her record
Her version re-shapes
the opening becomes the lab she stood in
The generic paragraph drops out
the program carousel never runs for her
A marketer approves the campaign
one skeleton, one review
The shaping facts stay on the record
so the choice can be explained in June
What changes, and how it runs.
Families are addressed by what the institution already knows
The tour, the program, the aid stage, and the question they asked.
Restraint counts as personalization
A student who is early gets less pressure rather than more.
Every version can be explained
A marketing director can audit why any family saw any message.
The technical read
Connects read-only to your CRM, SIS, and visit records to start
A marketer approves every campaign before a version sends
Every action lands on an append-only log
Runs alongside what you have. Nothing rips out.