Data Connectivity
All the individual data points need to be directly connected or indirectly connected to one another.
Data Precision
Data must be high quality. 'Dirty' data will invalidate ML/AI results every time.
Standardized Taxonomies
A consistent approach to classifying and relating data points. ML/AI does not like inconsistent or multiple data schemas.