// AI news · 2026-11-06 · Towards Data Science
One Semantic Model Serves 100+ Clients
A single semantic model supports over 100 clients through configuration-driven reporting.
Published 2026-11-06 00:30 (Beijing time)Source Towards Data ScienceAuto-summarised, fact-checked against source
01Summary
A unified fact table and shared metric catalog enable consistent data structure across clients. Each client defines its own KPI names while using the same underlying calculations. Dynamic template selection allows diverse KPIs to be supported without duplicating reports or definitions.
Summarised from the original article by an open-source model, then checked automatically: every number and English name must appear in the source. The original article is authoritative.
02Key points
- Single model supports 100+ clients via configuration.
- Metrics defined once; names customized per client.
- Fixed grain fact table enables data alignment across clients.
- Dynamic templates allow different KPIs per client.
03Source
How to Report for 100+ Clients With One Semantic Model
Towards Data Science · published 2026-11-06 00:30 Beijing time
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