How to Report for 100+ Clients With One Semantic Model

A configuration-driven reporting system can serve over one hundred clients using a single semantic model, a central metric catalog, and one shared report template. This approach elegantly handles client-specific needs by separating a metric's single, authoritative definition from its display name, which is customized in each client's settings. The system intelligently adapts to varying data availability by checking what data a client sends and only displaying the metrics that can be calculated, even explaining why others are missing. The report template itself uses generic KPI slots that are dynamically filled based on each client's chosen metrics, ensuring complete customization without duplicating effort.