Every question about the institution gets one answer.
Risely's agents run the institutional research office on one governed record: the request queue, the survey calendar, the factbook, and the enrollment projection. An IR analyst certifies every official number before it leaves the office.
Agentic intelligence across the institutional research office
Data Requests
drafted same day and held for the analyst
The five-year retention pull is drafted at the census definitions, matches the factbook line for line, and lands 3rd of 15 against the governed peers.
certified by an analyst
The agents that do the numbers work.
From the federal files to the dean's quick question, Risely's agents collect the data, reconcile the definitions, and draft every table. An IR analyst signs off on every official number, from the IPEDS submission to the factbook and each survey file, and enrollment projections stay estimates that inform planning. Open any agent to see it work end to end.
Institutional research is one office of the whole campus.
The numbers this office certifies come from the same record that the registrar posts, the compliance office files, and the enrollment team works. One platform keeps every office on that record →
This is what changes, and here is how it runs.
Every request gets answered from one governed record.
Risely's agents draft the tables with the source under every figure, and an analyst reviews each one before it leaves the office.
The cabinet stops debating which number is right.
The factbook, the dashboards, and the federal files read the same governed lines.
The analysts get their week back for real research.
The counting layer runs continuously, so the office spends its time on the questions that need judgment.
The technical read
Connects read-only to the data warehouse and source systems to start
An IR analyst certifies every official figure
Every action lands on an append-only log
Runs alongside the warehouse and BI tools already in place. Nothing rips out.
See Risely's agents work the request queue.
Bring the queue as it stands, and an analyst holds every sign-off.