Organizations should prepare their data for agentic analytics by ensuring it is in a predictable format that agents can reason over, and supported by clear semantic definitions. 

This often involves capturing event-level behavioral data, defining consistent business metrics and documenting relationships between datasets. The less transformation an agent needs to perform, the more reliable its outputs will be.