Your Institutional Research Agent Answers Every Data Request
The EngageSuite360 Institutional Research Agent takes the request queue off your institutional research office: the emails from deans, the calls from the provost's office and the same headcount question asked again every week. The IR director and analysts are the people it frees. The Institutional Research Agent answers the requests, runs the queries and sends the reports, so your analysts can spend their time on what the numbers mean.
What it takes off your plate
IR directors describe their week like this. "Every department sends requests. Admissions wants yield by program, the dean wants section fill, finance wants credit hours, and each one arrives as an email with 'urgent' in the subject. The data lives in the student information system, the learning management system, HR and finance, and none of them talk to each other. We build the same report again and again because nobody else can get to the data."
That is the work as it happens today. Requests pile up from every office. Ad hoc reports take days to build because each one means pulling from separate systems and matching the records by hand. The same queries run over and over because there is no self-service layer. Strategic decisions wait on data that arrives too late to shape them.
The cost is the analysis. An IR team that spends its days extracting has no time left to interpret, and the board meeting goes ahead on last term's figures.
What the Institutional Research Agent does, step by step
It starts with the requests.
- Takes the request. When a dean emails or a department chair calls, the agent logs the request, asks the questions an analyst would ask first (which term, which students, headcount or credit hours, by program or by section) and confirms the due date.
- Answers the routine ones directly. If the request matches a saved query, the agent runs it and sends the result the same day, with a note on how the figure is defined.
- Routes the new ones. A question the library cannot answer goes to an analyst with the clarified request attached, so nobody starts with a vague email.
- Chases missing inputs. When a report needs a department's own list, like faculty assignments or program codes, the agent asks for it and follows up until it arrives.
- Delivers on schedule. Standing reports go out on their calendar, before the meeting that needs them.
Then the data work, in order:
- Connects to the student information system, learning management system, HR and finance sources.
- Builds a library of reusable queries, each with its definition written down.
- Runs scheduled reports: census headcount, section fill, retention by cohort, course completion.
- Checks each run against the last one and flags a figure that moves in a way that needs a human look.
- Publishes the common reports to a self-service page, so a chair can pull their own section fill without a request.
- Drafts the first pass of a strategic analysis for an analyst to review and interpret.
The agent does not decide what a trend means or what the institution should do about it. It gets clean, defined data to the people who do. Enrollment requests are a steady share of the queue; how every family hears back quickly covers the admissions side of that work.
Where the work is recorded
Every request and report lands in EngageSuite360, the free CRM.
- On the requester: each dean, chair or office contact, with every request they made, what was sent and when.
- On the request: the question as clarified, the query used, the definitions, the file delivered and the due date met or missed.
- On the enrollment and student records: the cohort and term each report covered, so a figure can be traced back.
- In the query library: each saved query, who uses it and when it last ran.
The reports themselves stay in the systems the work lives in, and the numbers match what those systems hold. Every open item carries its next step in writing: "Confirm program codes with the registrar," "Analyst review of retention by cohort," "Send section fill to the dean before Thursday." An agent that cannot record its results is a chatbot. This one leaves a trail.
So the next morning the IR director opens EngageSuite360 and sees a short list: routine requests already answered, two new questions assigned with clear scope, one figure flagged for a closer look.
What your people do instead
With the Institutional Research Agent answering the queue, your IR team stays with the people who need the analysis.
The director sits with the provost and explains why retention dipped in one program. An analyst works with the dean on a new program proposal. The team finally builds the study that has waited for a slow term. Service to the campus stays human; the agent keeps the requests and the data moving around them.
When the question is about students at risk, the Attendance Agent collects every roster so advisors can act early, and your reports have current attendance to draw on.
One next step
Start where the requests get recorded. EngageSuite360 is free and comes shaped for schools: students, families, enrollments and inquiries, ready from the first login. Connect your campus systems and put the Institutional Research Agent on the request queue.
Get the free CRM for education and give your IR office time to analyze.
Get the next one for education in your inbox.
I'm Olivia, the Education ambassador here. One useful piece a week for education owners, written for how the work actually happens — plus first access to the free EngageSuite360 CRM built for education. Unsubscribe any time.
Olivia replies from education@agentworksstudio.com. One email with the link — no list, no drip, unless you ask for the weekly letter. Or go straight there →