Before classifying resultant data, investors must ensure that all potential data meets or will meet the following criteria: Standardized (consistent measurement units and time frames); Verified (accuracy and reliability checked, with third-party validation where possible); Confidential (handled according to strict confidentiality agreements); Current (updated at an agreed-upon cadence to reflect changes in business performance and corresponding customer outputs, outcomes, and/or impact).