Leading Practices:
Data is only useful in service of a decision: Define what is being tested and what you are trying to demonstrate before discussing metrics.
Differentiate between data you have and data you actually need: Inventory existing data honestly, then identify only the additional data required.
Surface data risks early and explicitly: Identify risks related to data quality, bias, sample size, access, privacy, or timing.
