Collecting employee engagement scores is straightforward; translating workforce diagnostics into accountable leadership action is where most organisations stall. We examine how OD practitioners can combine psychological safety routines with rigorous people analytics.
Regulatory returns in UK higher education require auditable lineage from student record systems (SITS, Banner, Campus Solutions) to statutory XML and Gold-layer indicators. By implementing Bronze, Silver, and Gold validation gates in Microsoft Fabric, institutional data teams can surface schema anomalies months before submission deadlines.
Across UK higher education, critical student number planning, tariff modelling, and continuation tracking still rely on fragile chains of departmental spreadsheets. When registry, finance, and faculty planning teams maintain separate extracts, version drift is inevitable.
In our 6-module programme, Microsoft Fabric for University Teams: Escape the Spreadsheet, we walk university analysts and planning leads through replacing manual CSV reconciliations with a governed OneLake and Medallion Lakehouse architecture.