Architecture · one data layer, many obligations

Framework crosswalk

Every data element the academic pack captures, graded against six reporting obligations. A green cell means one capture serves both with no transformation; blue means the same capture serves both after a documented transformation; orange means the name is shared but the definition is not, so the platform must store the atomic facts and derive each answer; grey means the obligation does not ask for it. Click a cell for the clause.

298data elements captured by the 26 academic workflows

296serve two or more obligations (99%)

268serve two or more external data returns, ISO excluded (90%)

2.87reuse factor: obligation slots served per element captured

37elements with at least one definitional conflict

2elements that serve OBEF alone

identicalderivableconflictingabsent

Where each obligation stands

Grades are conservative first drafts against the published frameworks (CAA Standards 2019; ISO 21001:2018; QS and THE current methodologies; DHA CPD accreditation requirements). Each CAA, QS and THE cell is to be verified against the University's actual submission templates before the table is quoted to a committee.

The matrix

#	Workflow	KPIs	Data element	Unit	OBEF	CAA	ISO 21001	QS	THE	DHA CPD	Served

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