What must be established for users to have consistent query experiences across a platform?

Establishing shared data sources is essential for users to achieve consistent query experiences across a platform. When all users access the same set of data sources, it ensures that everyone is pulling data from identical datasets, leading to uniform results. This consistency is crucial for collaborative environments where different users might be analyzing similar data for their projects or reports. If users were to access disparate data sources, it could lead to confusion and discrepancies in interpretation, reducing trust in the data and hindering decision-making.

In addition to the importance of shared data sources, other factors may influence the overall querying experience, such as role permissions, data quality, and reporting standards. However, without shared data sources, the foundation for consistent querying is lacking, making it difficult for users to arrive at a common understanding or insight derived from their analyses.