Measures whether all numerical values, assumptions, units, and intermediate steps are explicitly shown, logically consistent, and traceable so that a reader can independently verify the final result without re-running the analysis, ensuring calculations are transparent rather than hidden in prose.

Measures the extent to which the response synthesizes and reasons across multiple datasets or tables, identifies relationships and cross-table patterns, and integrates connected metrics into coherent insights rather than analyzing each data point in isolation.

Measures how well the response applies the organization’s specific metric definitions, thresholds, terminology, and analytical playbooks, accurately interprets business context, and aligns conclusions and recommendations with the organization’s established decision framework rather than relying on generic industry concepts.