Agents are easy to demo. Trustworthy meaning, access, checks, lineage, and ownership are still scarce. That boring layer is the real bet.
Data-Engineering
Why data teams must move beyond prompt-driven AI to spec-driven, lineage-validated deployments—and how dbt, contracts, and metadata make that possible.
SQL is not the bottleneck for most teams; understanding the data is. Why profiling and governed context must come before AI-generated models.
Semantic layers and knowledge graphs are not rivals: one governs metrics and repeatable numbers; the other structures entities and relationships. AI needs both …