SQL is not the bottleneck for most teams; understanding the data is. Why profiling and governed context must come before AI-generated models.
Data-Engineering
Semantic layers and knowledge graphs are not rivals: one governs metrics and repeatable numbers; the other structures entities and relationships. AI needs both …