The Scenario
A senior IR analyst at a public masters university gives notice. He is the only person on the team who knows which warehouse table holds the official FTE calculation, how the retention cohort is defined for the state report, and which provost asks for net price versus cost of attendance. The IR director has four weeks to transfer that knowledge before it walks out the door.
Research with 20 IR/IE professionals across 13 US states found that 85% of institutions depend on a single person for institutional knowledge, and 55% sit in the Large Gap tier where definitions are one resignation away from gone. — The [Institutional Intelligence Gap whitepaper](/institutional-intelligence-gap)
How Clema fits the four-week transition
Capture the definitions before they leave
In the four weeks before departure, the senior analyst uses the Data Dictionary to publish plain-English definitions for the calculations only he knows: FTE, the state-specific retention cohort, the net price method. Clema drafts each definition from the schema and sample data; he reviews and ships. The definitions live in the system, not in his head.
The data platform retains the connections
The Data Platform is the governed foundation that powers Clema. It remembers which sources are connected, which roles see what, and which definitions are published. When the new analyst arrives, the warehouse, SIS, and LMS connections are still live and the audit trail of past queries is intact.
The new analyst asks the same questions and gets the same answers
The IR director onboards the replacement and points them at Clema. The new analyst asks "What is our FTE for the current term?" in Chat and gets the same sourced answer the senior analyst would have produced, with the table, the calculation method, and the definition the senior analyst published. The institutional memory survives the resignation.
The audit trail is the continuity plan
Every query the senior analyst ran is logged with its source, calculation, and result. The new analyst can search the audit trail for "net price" and see exactly how it was calculated last quarter, by whom, and from what source. The continuity plan is not a wiki page someone has to remember to update; it is the query history itself.
What This Scenario Shows
The institutional intelligence gap finding from the companion whitepaper is that 85% of institutions depend on a single person for institutional knowledge. The resignation scenario is the live version of that gap: the knowledge is about to leave the building.
Clema addresses the root cause by moving institutional memory out of a person and into the system. The data dictionary captures the definitions; the data platform retains the connections; the conversational layer lets the new analyst ask the same questions and get the same sourced answers; the audit trail is the continuity plan. The IR office stops being one resignation away from gone. See the blog series on the Institutional Intelligence Gap for the deeper diagnostic and the five-factor self-assessment.
See your institutional memory move into the system
Book a demo with the key-person-dependency scenario built for your institution, or read the Institutional Intelligence Gap whitepaper first.
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