> ## Documentation Index
> Fetch the complete documentation index at: https://help.kwentra.com/llms.txt
> Use this file to discover all available pages before exploring further.
# Dashboard KPI Data Quality Enhancement
> KPI dashboards now exclude demo and head office data, ensuring only real operational performance is measured. Business Value Ensures that business insights reflect actual guest-facing operations ....
KPI dashboards now exclude demo and head office data, ensuring only real operational performance is measured.
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### **Business Value**
* Ensures that business insights reflect *actual guest-facing operations*.
* Removes distortions from training, testing, and administrative activities.
* Increases trust and actionability of all key performance metrics for decision-makers.
* Enables apples-to-apples comparisons between properties, periods, and teams.
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### **Use Cases**
* Management reviews occupancy or revenue KPIs, knowing figures represent only true guest activity.
* Finance runs period-to-period RevPAR comparisons, confident no demo data is included.
* Operations uses the dashboard for daily meetings, without distractions from test or HO data.
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### **Affected Areas**
* kwentra Mobile App
* Insights Dashboard / Property Selection Screen
All the metrics below will exclude Head Office and Demo Instances on the system.
